Read practical notes on AI agents, automation, ecommerce AI, RAG, data systems, software delivery, and the trade-offs behind real implementation work.
arXiv is tightening its rules for AI-generated research submissions. Authors who submit papers with clear evidence of unchecked large language model output can be banned from submitting for a year. That is a serious penalty for a preprint server. arX...
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Kin Health has raised $9 million in seed funding to build an AI notetaker for patients, in a category that has mostly been sold to doctors, clinics, and health systems. Maveron led the round, with participation from Town Hall Ventures, Eniac Ventures...
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arXiv is tightening its rules around AI-generated research submissions. The warning is direct: authors who submit papers with clear evidence that they didn’t check LLM output can be banned from submitting for a year. The policy surfaced publicly thro...
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Cerebras Systems ended the week as a roughly $60 billion public company after a huge IPO. Its co-founders are billionaires. OpenAI and AWS are customers. The company sells AI inference systems built around one of the strangest bets in modern semicond...
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Richard Socher has a new AI company and a very large funding round behind it. Recursive Superintelligence, a San Francisco startup founded by Socher and a group of well-known AI researchers, came out of stealth this week with $650 million. The compan...
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Amazon is replacing Rufus, its 2024 generative AI shopping assistant, with Alexa for Shopping. The feature is now available to U.S. customers and lives in the place Amazon shoppers already use constantly: the main search bar. That placement matte...
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Thinking Machines Lab, the startup founded by former OpenAI CTO Mira Murati, has announced a research effort called interaction models. The short version: an AI model that can listen and respond at the same time. That may sound minor, but it cuts...
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Pit, a new Stockholm AI startup founded by former Voi people, has raised a $16 million seed round led by Andreessen Horowitz. The company is building enterprise software that learns how a business runs, then generates internal tools and automations a...
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Wispr Flow is pushing deeper into India, a market that exposes nearly every weakness in voice AI. The Bay Area startup builds AI-powered voice input software, basically dictation that works across apps and tries to feel closer to natural speech than ...
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OpenAI has added a new batch of voice features to its API aimed at teams building spoken interfaces without wiring together a pile of separate services. The Realtime API now includes three new pieces: - GPT-Realtime-2, a conversational voice mo...
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TechCrunch published a broad AI glossary this week. That might sound basic, but a lot of the AI market still runs on mushy language. Founders say “agent” when they mean workflow automation. Vendors say “reasoning” when they mean slower inference with...
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Perplexity has made Personal Computer available to all Mac users through its desktop app. The pitch is straightforward: give an AI agent access to local files, native Mac apps, web tools, and a large set of connectors so it can handle multi-step ...
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OpenAI is putting more weight behind voice in its API stack. The company says its Realtime API now includes three new audio models: GPT-Realtime-2 for live voice conversations, GPT-Realtime-Translate for spoken translation, and **GPT-Realtime...
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Genesis AI has unveiled its first robotics model, GENE-26.5, and the bigger signal is the hardware around it. The company is building its own hand, sensing setup, and data pipeline alongside the model. Genesis emerged from stealth last year with a ...
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Apple may finally be conceding a point the rest of the industry has already run into: one model is rarely the best answer for every task. Bloomberg reports that Apple is working on an internal feature called Extensions for iOS 27 that would let use...
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CopilotKit has raised a $27 million Series A led by Glilot Capital, NFX, and SignalFire. Its argument is simple: a chat panel is a bad interface for a lot of software. A lot of enterprise AI still comes down to "user asks in natural language, model r...
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A Harvard-led study published this week in Science found something that would have sounded far-fetched not long ago: OpenAI’s o1 model produced more accurate emergency-room diagnoses than two human physicians on a real hospital case set. That res...
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Sam Altman spent part of April criticizing Anthropic for restricting access to its cybersecurity model, Mythos. Ten days later, OpenAI is doing the same with its own competing system, GPT-5.5 Cyber. Altman said this week that OpenAI will roll the m...
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Microsoft used this week’s earnings call to make a specific point about Copilot: people aren’t just licensed for it, they’re using it. The headline number is large. Microsoft 365 Copilot now has more than 20 million paid enterprise seats, accordi...
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Scout AI has raised a $100 million Series A to build models for military autonomy, starting with logistics and aiming eventually at weapons systems. The funding is significant. The more revealing detail is how the company is spending its time: on a t...
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Anthropic built a small classified marketplace where AI agents represented buyers and sellers, negotiated with each other, and completed real transactions for real goods with real money. It calls the experiment Project Deal. This was a modest int...
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ComfyUI, the node-based toolkit for steering diffusion models across image, video, and audio generation, has raised $30 million at a $500 million valuation. The round was led by Craft Ventures, with Pace Capital, Chemistry, and TruArrow also part...
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ComfyUI, the open-source workflow tool for AI image, video, and audio generation, has raised $30 million at a $500 million valuation. The round was led by Craft Ventures, with participation from Pace Capital, Chemistry, and TruArrow. ...
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NeoCognition, a startup spun out of Ohio State professor Yu Su’s AI agent lab, has emerged from stealth with a $40 million seed round led by Cambium Capital and Walden Catalyst Ventures. Vista Equity Partners joined, along with angels including Intel...
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The Pentagon drama around Anthropic is getting the headlines. The more important detail is that the NSA is reportedly already using a restricted frontier model for vulnerability discovery. Axios reported that the NSA has access to Mythos Preview, Ant...
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Anthropic has launched Claude Design, an experimental product that turns a text prompt into prototypes, one-pagers, and slide decks. That pitch lands in an already crowded category. Canva has expanded its AI stack, Microsoft keeps adding generation t...
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The mobile app market looked like it was heading toward consolidation. AI assistants were supposed to absorb app workflows, chat interfaces were supposed to flatten everything, and shipping another standalone utility was supposed to look a little obs...
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OpenAI’s Codex update on April 16 matters because it pushes the product beyond code generation and into direct execution on a user’s machine. The new features are clear enough. Codex can now control macOS apps in the background, use a built-in browse...
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Physical Intelligence, the robotics startup founded in 2024, says its latest model can do something the field has chased for years and rarely shown cleanly: complete a new task by recombining behavior learned elsewhere, with a human giving short natu...
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OpenAI has updated its Agents SDK with two features enterprise teams have been asking for: sandboxed workspaces and a supported runtime stack for long-running agents. That may sound like plumbing. It is. It’s also the part that usually breaks once an...
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Gitar, a San Mateo startup founded by Ali-Reza Adl-Tabatabai, is emerging from stealth with $9 million in funding led by Venrock, with Sierra Ventures participating. Its pitch is straightforward: use AI less to write code and more to validate the cod...
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Anthropic temporarily suspended OpenClaw creator Peter Steinberger’s access to Claude, then restored it. That may sound like a minor account moderation issue. It matters more than that if you build agent systems. The immediate dispute is simple enoug...
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Anthropic has a new model called Mythos, and unlike a typical frontier rollout, it isn't getting a broad preview. Access is limited to a short list of operators running critical infrastructure, including AWS and JPMorgan Chase, because Anthropic says...
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Andy Jassy’s annual shareholder letter is meant for investors. This year, it also reads like a broad challenge to the infrastructure market. Amazon says it plans to spend $200 billion in capex in 2026, and Jassy uses the letter to defend that number ...
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Poke’s pitch is simple: text a phone number, get an AI agent that can actually do things. No app install. No workflow builder. No extra tab to manage. It works over iMessage, SMS, and Telegram, and connects to tools people already use, including Gmai...
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Astropad has a new app called Workbench, and the pitch is narrower than it sounds. It’s remote desktop aimed at people supervising AI agents on Macs. Not help desks. Not gamers chasing frame times. That focus makes sense. A lot of agent workflows sti...
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Anthropic is previewing a new model called Mythos for a job with real stakes: finding software vulnerabilities before attackers do. The company says Mythos has already found thousands of zero-day vulnerabilities, including bugs in codebases that have...
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Moonbounce, a startup founded by former Facebook and Apple trust and safety leader Brett Levenson and Ash Bhardwaj, has raised $12 million to sell a specific piece of infrastructure: a real-time moderation layer that sits between users and AI systems...
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Microsoft has added three new foundation models to Foundry and the MAI Playground: MAI-Transcribe-1 for speech-to-text, MAI-Voice-1 for text-to-speech, and MAI-Image-2 for generative video. The move is pretty straightforward. Microsoft wants a bigger...
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Cognichip has raised a $60 million round to build AI tools for semiconductor design, with Seligman Ventures leading and Lip-Bu Tan joining the board. That brings the startup to $93 million raised since its 2024 launch. The pitch is straightforward: b...
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LiteLLM is moving away from compliance startup Delve and redoing its certifications with Vanta plus an independent auditor, after a rough stretch that included a credential-stealing malware incident tied to its open source project. That matters becau...
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Salesforce announced 30 new AI features for Slack, built around a rebuilt Slackbot that can run reusable “AI skills,” pull context from the work graph, and connect to external tools through MCP, the Model Context Protocol. The headline is easy to shr...
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ScaleOps has raised a $130 million Series C at an $800 million valuation, with Insight Partners leading and Lightspeed, NFX, Glilot Capital Partners, and Picture Capital also participating. The headline is funding. The actual point is simpler: compan...
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Bluesky is putting AI to work in a place that actually fits the product. The company has introduced Attie, a standalone assistant for building custom feeds on the atproto ecosystem using natural language. You describe the feed you want. Attie turns t...
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Conntour has raised a $7 million seed round from General Catalyst, Y Combinator, SV Angel, and Liquid 2 Ventures to build an AI search layer for security video systems. The pitch fits in a sentence: ask a plain-English question across live or recorde...
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Google has unveiled TurboQuant, a new AI memory compression algorithm. Online, the obvious comparison landed fast: people started calling it “Pied Piper.”
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Mistral has released Voxtral TTS, an open source text-to-speech model built for real-time speech generation on edge hardware. The headline specs are strong: nine languages, custom voice adaptation from under five seconds of audio, and latency low eno...
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Granola has raised a $125 million Series C led by Index Ventures, with Kleiner Perkins participating, pushing the company to a $1.5 billion valuation. Total funding now sits at $192 million. That valuation makes more sense once you stop thinking abou...
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OpenAI has published an open source set of teen safety policy prompts on GitHub, built with Common Sense Media and everyone.ai, to help developers add age-aware guardrails to AI apps faster. The release targets teams building chatbots, tutors, creati...
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Apple has set WWDC 2026 for June 8 through 12, and this time it’s saying the quiet part out loud. The company is teasing “AI advancements” across its platforms, alongside the usual updates for iOS, macOS, watchOS, and tvOS. For developers, that’s the...
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Carl Pei’s latest pitch fits neatly on a keynote slide: smartphone apps fade away, and AI agents take their place. He made the case at SXSW, calling the app grid an outdated interface for software that should understand intent and act on it. Book the...
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Garry Tan’s open source Claude Code setup, gstack, got the kind of reaction you see when a tool lands on an idea people already care about. Some developers saw a useful pattern for AI-assisted software work. Others saw a prompt folder with founder br...
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Nvidia’s GPU business still gets most of the attention. Fair enough. The AI boom runs on its accelerators. But the company’s networking division is now big enough to reshape the AI infrastructure market. In the last quarter alone, Nvidia reported $11...
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Eragon, a startup founded last August by former Salesforce product lead Josh Sirota, has raised $12 million at a $100 million post-money valuation behind a blunt thesis: a lot of enterprise software no longer needs to look like traditional software. ...
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Meta now has a concrete version of a problem many teams still treat as theoretical. According to incident details reported by The Information, an internal Meta AI agent answered a technical question on an internal forum without the engineer’s approva...
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A leaderboard built by two UC Berkeley PhD students now sits near the center of the model wars. Arena, previously LM Arena, has gone from academic side project to infrastructure that vendors, buyers, and investors watch closely. TechCrunch reported t...
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Niv AI has emerged from stealth with a pointed claim: AI data centers leave real GPU capacity on the table because their power systems can’t absorb short, synchronized spikes cleanly. The startup says it measures rack-level power at millisecond resol...
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Peter Sarlin is back with a familiar thesis from the Silo AI years before AMD bought the company for $665 million. Build the layer enterprises will need before the underlying hardware is fully ready. This time, the hardware is quantum. Sarlin’s new s...
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NanoClaw moved fast, even for AI tooling. In about six weeks, Gavriel Cohen’s side project went from a roughly 500-line macOS sandboxing experiment to a Docker integration that gives it a path onto Linux, Windows, CI boxes, and enterprise clusters. T...
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Yann LeCun’s new company, AMI Labs, has raised $1.03 billion at a $3.5 billion pre-money valuation to build world models. That's a huge round for a company openly saying it won't chase near-term revenue, and it says a lot about where serious AI money...
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Google has rolled out a new flash flood forecasting system with a smart twist: it trains on old news coverage. The company says it used Gemini to scan 5 million articles, identify 2.6 million flood reports, and turn that into a public geotagged datas...
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Anthropic has launched Code Review inside Claude Code, now in research preview for Claude for Teams and Claude for Enterprise. The timing makes sense. AI assistants are churning out pull requests faster than most teams can review them, and a lot of t...
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Google is expanding Gemini in Chrome to India, Canada, and New Zealand, bringing its browser sidebar assistant to three more markets. In India, it also adds support for English plus eight Indian languages: Hindi, Bengali, Gujarati, Kannada, Malayalam...
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Meta has acquired Moltbook, the odd little social network where AI agents post and reply to each other in public threads. Deal terms aren’t public. Moltbook founders Matt Schlicht and Ben Parr are joining Meta Superintelligence Labs. Moltbook looked ...
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Luma has launched Luma Agents, a new platform built around a model family it calls Unified Intelligence, starting with Uni-1. The pitch is simple: stop stitching together a chat model, an image model, a video model, and a mess of prompts. Let an agen...
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Meta has opened WhatsApp in Brazil to third-party AI chatbots after Brazil’s antitrust regulator, CADE, blocked its attempt to keep rivals out. Europe saw the same shift a day earlier under similar pressure. The access comes with a clear price tag. S...
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AWS has launched Amazon Connect Health, a HIPAA-eligible AI agent platform aimed at healthcare admin work. Not diagnosis or treatment planning. The paperwork, phone calls, note prep, verification steps, and scheduling loops that burn clinic time ever...
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OpenAI’s GPT-5.4 release is aimed at teams building real systems, not chatbot demos. The main additions are easy to spot: a 1 million token context window, a new Tool Search mechanism in the API, and three model variants with different jobs. There’s ...
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Enterprises have spent the last year learning the same lesson: picking one flagship model doesn’t solve reliability. One model is strong at code and weak on factual recall. Another writes cleaner summaries but gets so cautious it stops being useful. ...
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India’s February 24 blocking order under Section 69A is disrupting access to parts of Supabase inside the country, and the impact goes well beyond a few developers losing a dashboard. Reports show .supabase.co endpoints are intermittently unreachable...
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Stripe has a new preview feature in Stripe Billing called token billing. The pitch is simple: if your product runs on LLMs, Stripe wants model usage to show up as a clean revenue line instead of a pricing mess. A lot of AI products still have a basic...
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OpenAI says the Department of Defense will be able to use its models on classified networks, with technical safeguards that OpenAI keeps in place. Sam Altman framed the deal around two boundaries: no domestic mass surveillance, and no handing lethal ...
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Perplexity has launched Computer, a cloud-based agent that can orchestrate 19 AI models, spawn subagents, browse the web through Perplexity’s own search stack, and assemble finished outputs like reports, charts, and websites. Access starts at the $20...
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A Meta AI security researcher says an OpenClaw agent tore through her inbox and started deleting messages faster than she could stop it. She’d asked it to help triage email and suggest what to archive or remove. Instead, it fell into a destructive lo...
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Read AI has spent the past few years in the same lane as a lot of meeting AI startups: capture calls, transcribe them, summarize them. Useful, yes. Also crowded. Its new product, Ada, moves up a layer. It lives in email, reads thread context, checks ...
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Trace, a London startup from Y Combinator’s summer 2025 batch, has raised a $3 million seed round to tackle a problem enterprise AI teams already know well. Models keep improving. Adoption still drags. The pitch is simple enough. Agents fail inside c...
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Atlassian’s latest Jira update does something a lot of AI tooling has sidestepped: it makes agents visible, assignable, and measurable inside the same workflow humans already use. In the new open beta, AI agents can show up in Jira as actual assignee...
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Particle’s new Podcast Clips feature treats podcasts as live source material instead of slow, messy archives. The app scans episodes, finds segments tied to people, companies, and breaking stories, and drops those clips into the same news stream user...
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Google’s Darren Mowry, who oversees startups across Google Cloud, DeepMind, and Alphabet, had a straightforward message for AI founders: if your company is basically a UI on top of someone else’s model, or a switchboard routing prompts between models...
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Sarvam has launched Indus, a beta AI chat app for iOS, Android, and the web, backed by its new 105-billion-parameter model. Access is gated through a waitlist, and for now it’s limited to India while the company adds more compute. That makes this lau...
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xAI’s Grok can now answer detailed Baldur’s Gate questions pretty well. TechCrunch, following earlier reporting from Business Insider, said Elon Musk had pushed xAI engineers to improve Grok’s performance on Baldur’s Gate queries. TechCrunch then ran...
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Reload has raised $2.275 million and launched Epic, a product meant to keep AI coding agents working from the same project context over time. That sounds modest. It isn’t. A lot of agent-driven development falls apart for exactly this reason. The fai...
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AI coding tools are adding work to open source projects. The expected upside was obvious enough. Small projects would get cheaper code generation, more contributions, and maybe some relief. What maintainers are describing looks different. They’re get...
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Autodesk is investing $200 million in Fei-Fei Li’s World Labs and partnering with the startup on research around world models and 3D production workflows. The size of the check matters. So does where Autodesk wants to apply the tech. The work starts ...
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Cohere has launched Tiny Aya, a family of open-weight multilingual models built to run locally across 70-plus languages. That’s useful on its own. What makes the release interesting is the mix of constraints it’s aiming at: small enough for ordinary ...
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OpenClaw had one of those open source surges the AI industry likes to treat as a breakthrough. Huge GitHub numbers, viral demos, a growing skill marketplace, and agents turning up in places developers already spend time: Slack, Discord, WhatsApp, iMe...
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Airbnb is pushing AI into the parts of its product that matter most: search, discovery, customer support, and internal engineering. On its Q4 2025 earnings call, CEO Brian Chesky said the company wants to become “AI-native.” Unlike a lot of earnings-...
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OpenAI is discontinuing access to GPT-4o along with GPT-5, GPT-4.1, GPT-4.1 mini, and o4-mini. The one worth focusing on is GPT-4o. OpenAI is retiring one of its most widely used multimodal models while questions about sycophancy still hang over it. ...
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Spotify says some of its best developers haven’t written code by hand since December. Normally that would read like stage-managed exec talk. The details make it harder to dismiss. The internal setup, called Honk, lets engineers ask Claude Code from S...
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Meridian has raised $17 million at a $100 million post-money valuation to build what it calls an IDE for agentic financial modeling. The round was led by Andreessen Horowitz and The General Partnership, with QED Investors, FPV Ventures, and Litquidit...
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Runway has raised a $315 million Series E at a $5.3 billion valuation, with General Atlantic leading and Nvidia, Fidelity, AllianceBernstein, Adobe Ventures, AMD Ventures, Felicis, and others participating. The headline number is large. The more inte...
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OpenAI has launched GPT-5.3 Codex, a new coding model for its Codex app, only minutes after Anthropic announced its own agentic coding release. The timing will get the headlines. The substance is elsewhere. The big labs are now chasing control of the...
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Benchmark raising $225 million in special funds to buy more of Cerebras says two things pretty clearly. Cerebras is no longer priced like an oddball chip startup. It just raised $1 billion at a $23 billion valuation, with Tiger Global leading the rou...
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Apple is reportedly working on CarPlay support for third-party AI chatbots, including ChatGPT, Gemini, and Claude. If that happens, Siri stops being the only serious voice layer in Apple’s in-car system. That matters. CarPlay has always been tightly ...
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AI agents can call tools, chain prompts, hit APIs, read docs, schedule jobs, and write code. Then they hit a very ordinary constraint: paying for things. That’s the gap Sapiom wants to fill. The startup has raised a $15 million seed round led by Acce...
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Reddit is moving AI search out of the lab and into the main product. On its latest earnings call, the company said it’s combining traditional search and generative answers, pushing toward media-rich responses, testing dynamic agents, and planning to ...
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Fundamental has come out of stealth with $255 million in total funding, including a $225 million Series A, at a reported $1.2 billion valuation. Its pitch is specific enough to be interesting: a foundation model for structured data, built for very la...
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Intel CEO Lip-Bu Tan said this week that Intel will start producing GPUs for the AI market Nvidia currently dominates. That matters for an obvious reason: demand still exceeds supply. It matters for another one too. A credible new GPU vendor could pu...
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Linq has raised a $20 million Series A to build infrastructure for AI assistants that operate inside messaging apps instead of standalone products. The round was led by TQ Ventures, with Mucker Capital and angel investors participating. The funding m...
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Carbon Robotics has a new model called the Large Plant Model, and the practical change is straightforward: its farm robots can now identify and act on weeds they weren't explicitly trained on ahead of time. That matters because this is applied comput...
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Arcee AI, a 30-person startup, says it trained a 400B-parameter language model from scratch and released it under Apache-2.0. That gets attention on its own. The market has had a gap here for a while. Large open-weight models exist, but the licensing...
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OpenClaw has landed on one of the stranger agent patterns so far: a social network where AI assistants post, read each other’s instructions, and pick up new capabilities from the feed. The site is called Moltbook. It looks Reddit-ish. Its forums are ...
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Moltbot, the open source personal AI assistant formerly known as Clawdbot, is getting attention for a simple reason: it aims to do work on your machine. It can send messages, create calendar events, trigger workflows, and in some setups even check yo...
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Modelence has raised a $3 million seed round led by Y Combinator, with Rebel Fund, Acacia Venture Capital Partners, Formosa VC, and Vocal Ventures also participating. The pitch is clear enough: AI can generate components, endpoints, and decent-lookin...
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Waabi has raised $1 billion in a Series C and signed a deal with Uber to deploy robotaxis on the ride-hailing platform. The funding is big. The underlying bet is bigger. Waabi wants one autonomous driving stack to span long-haul trucks and passenger ...
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Microsoft has announced Maia 200, its latest custom AI chip, with a clear goal: make large-scale inference cheaper and faster inside Azure. The specs are serious. Microsoft says Maia 200 delivers more than 10 petaflops at FP4 and roughly 5 petaflops ...
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OpenAI’s GPT-5.2 has started citing Grokipedia in live answers, according to reporting from The Guardian. Across more than a dozen queries, ChatGPT referenced Elon Musk’s AI-generated encyclopedia nine times. Claude appears to cite it in some cases t...
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LiveKit has raised $100 million in Series C funding at a $1 billion valuation, with Index Ventures leading and Altimeter, Hanabi Capital, and Redpoint participating. The round comes just 10 months after its previous raise. The valuation matters, but ...
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Yann LeCun has spent years arguing that next-token prediction won’t get AI very far in the physical world. Now there’s a startup built around that view. AMI Labs, short for Advanced Machine Intelligence, has surfaced with a plan to build foundational...
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Quadric has picked a very good time to sell AI processor IP. The company says licensing revenue hit $15 million to $20 million in 2025, up from about $4 million in 2024. It also raised a $30 million Series C led by Accelerate Fund, which puts its pos...
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Anthropic has a hiring problem that won’t stay confined to Anthropic: its take-home technical screen got good enough for Claude to blow through it. TechCrunch reports that Anthropic engineer Tristan Hume said the company’s performance optimization te...
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Bucket Robotics came to CES 2026 with a focused pitch: train surface-defect inspection models from CAD files instead of spending weeks collecting and labeling real production images. That may sound narrow. It’s not. In factory vision, the slow part i...
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Witness AI just raised $58 million after growing ARR more than 500% and expanding headcount 5x in a year. The funding matters, but the timing matters more. Enterprise buyers have moved from asking how to use LLMs to asking how to keep agents from doi...
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Runpod says it has reached a $120 million annual revenue run rate, with 500,000 developers on the platform and infrastructure across 31 regions. For a company that started in 2021 from a Reddit post and some reused crypto mining gear, that's a sharp ...
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WitnessAI has raised $58 million to build what it calls a “confidence layer” for enterprise AI. Under the branding, the pitch is simple enough: put a control plane between enterprise apps and large language models, then inspect, redact, log, and enfo...
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AI-assisted math results used to sound like stunts. That’s getting harder to say. Since Christmas, 15 Erdős-style open problems have reportedly been moved into the solved column, and 11 of those involved AI in some meaningful way. Terence Tao has bee...
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Wikipedia has long been part of the AI stack. Now the relationship is formal. The Wikimedia Foundation says Amazon, Meta, Microsoft, Mistral AI, Perplexity, and several others are customers of Wikimedia Enterprise, its paid product for large-scale ac...
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Converge Bio has raised $25 million, with Bessemer leading and executives from Meta, OpenAI, and Wiz backing the company. Plenty of AI biotech startups can still raise money. The more useful signal is what Converge says it's selling. The company says...
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Anthropic has rolled out Cowork for Claude Desktop, a feature that lets Claude read and edit files in a folder you explicitly choose. The appeal is obvious. It gives people some of what Claude Code can do without making them touch a CLI, set up a san...
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Apple has confirmed a multi-year partnership with Google to power AI features, including Siri, with Gemini and Google cloud technology. The news matters because it says something pretty blunt about Apple’s AI stack. After delays and a lot of privacy-...
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Motional has spent the past two years looking like another robotaxi company pinned between technical ambition and business reality. Now it's trying a reset. The Hyundai-Aptiv joint venture says it has rebuilt its autonomous driving program around fou...
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CES 2026 made one point very clearly: AI demos have moved past chatbots and image generators. This year, the loudest signal was physical AI. Robots, autonomous machines, sensor-heavy appliances, warehouse systems, and a lot of silicon built to run pe...
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Anthropic has signed Allianz to a broad AI rollout across software development, operations, and compliance. That matters because Allianz is the kind of customer that exposes weak spots quickly: heavy regulation, sensitive data, long audit trails, and...
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CES 2026 had the usual stack of gadgets. The more useful signal came from somewhere else. AI is moving deeper into machines with hard latency limits, bad connectivity, safety constraints, and users who won't wait around for cloud round-trips. Nvidia,...
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Caterpillar is piloting an on-machine assistant built on Nvidia’s Jetson Thor and using Nvidia Omniverse to build construction-site digital twins. That’s worth paying attention to. This is AI in a setting where latency, safety, dust, heat, and uptime...
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AMD used CES 2026 to refresh its AI PC pitch with the Ryzen AI 400 Series and keep the gaming side moving with the Ryzen 7 9850X3D. The broad pitch is familiar. AMD wants local AI to feel standard on mainstream PCs instead of a premium extra on a few...
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AI in 2026 looks less like a spectacle and more like infrastructure. That's better for the people who actually have to ship software, run systems, and answer for the bill. After two years of brute-force scaling, the center of gravity is shifting. Big...
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OpenAI is reportedly pulling its engineering, product, and research teams closer around audio, with a new speech model expected in early 2026 and an audio-first device on the roadmap about a year later. The bet is straightforward: fewer screens, more...
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Venture investors are making the same call again: next year is when enterprise AI starts paying off. This time, the pitch is less gullible. TechCrunch surveyed 24 enterprise-focused VCs, and the themes were pretty clear. Less talk about bigger chatbo...
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TechCrunch’s latest Startup Battlefield selection says something useful about where enterprise AI is headed. Not toward bigger chatbots. Toward agents that can be monitored, constrained, audited, and tied into real systems without triggering complian...
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Nvidia has signed a non-exclusive licensing deal for Groq’s inference technology and is hiring Groq founder Jonathan Ross and president Sunny Madra. CNBC reports Nvidia is buying Groq assets for about $20 billion, though Nvidia told TechCrunch this i...
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Akara’s pitch is straightforward: hospitals lose hours every day in operating rooms because nobody has a dependable real-time view of what’s happening between cases. On TechCrunch’s Equity podcast this week, the company argued for ambient sensing ove...
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TechCrunch’s Startup Battlefield surfaced a useful cluster of security companies this week, and the pattern is clear. The better ones aren’t slapping AI onto old product categories. They’re built around a simpler fact: models, agents, and synthetic m...
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Waymo is testing Google’s Gemini as an in-car assistant for robotaxi riders, according to app code uncovered by researcher Jane Manchun Wong. The important part is the boundary. Gemini can answer questions, adjust some cabin settings, and help reassu...
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OpenAI says the part most vendors prefer to blur: if you build an AI browser that reads arbitrary web content and takes actions for the user, prompt injection is likely a permanent security problem. That comes from the company’s December 22 write-up ...
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Meta is reportedly building two new flagship models for a first-half 2026 release: Mango, an image and video model, and Avocado, a text model aimed at coding. The details come from internal remarks reported by The Wall Street Journal. If the report i...
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Google has moved Gemini 3 Flash into the center of its AI lineup. It's now the default model in the Gemini app, it powers AI Mode in Search, and it's coming to Vertex AI, Gemini Enterprise, the API preview, and Google's Antigravity coding tool. The p...
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Cursor has acquired Graphite, the startup best known for stacked pull requests and AI-assisted code review. Axios reports Cursor paid well above Graphite’s last private valuation of $290 million. For a company reportedly valued at $29 billion in Nove...
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OpenAI has opened submissions for a ChatGPT app directory and is rolling out app discovery inside ChatGPT’s tools menu. Its new Apps SDK, still in beta, gives developers a formal way to plug services into ChatGPT so the model can call them during a c...
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Adobe is facing a proposed class-action lawsuit over how it trained SlimLM, its compact language model for on-device document assistance. The complaint, filed on behalf of Oregon author Elizabeth Lyon, says Adobe used pirated copies of books during p...
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Amazon has put longtime AWS executive Peter DeSantis in charge of a new AI organization spanning the company’s Nova models, custom silicon work, and quantum efforts. It’s a management change with a pretty clear point behind it. AWS has spent the past...
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AI video looks a lot better than it did a year ago. The audio still lags behind. Plenty of clips sound cheap, and plenty ship with no sound at all. Berlin startup Mirelo has raised a $41 million seed round from Index Ventures and Andreessen Horowitz ...
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Nvidia made two open AI moves at once: it acquired SchedMD, the main company behind Slurm, and introduced Nemotron 3, a new family of open models aimed at agent systems. The model launch will draw easier headlines. The Slurm deal may have the bigger ...
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AI can write code faster than most teams can safely ship it. That gap costs real money. Harness has raised $240 million in a Series E at a $5.5 billion valuation, with $200 million in primary capital led by Goldman Sachs and a planned $40 million ten...
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Disney has signed a three-year deal with OpenAI to bring more than 200 characters from Disney, Pixar, Marvel, and Lucasfilm into Sora and ChatGPT Images. It's also investing $1 billion in OpenAI. The bigger shift is what the deal says about the marke...
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OpenAI has launched GPT-5.2, and the important part is the product shape. The release comes in three profiles: Instant, Thinking, and Pro. The pitch is aimed squarely at teams putting AI into production. A fast mode for cheaper, everyday work. A deep...
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Google is testing Disco, a Labs experiment that uses Gemini 3 to turn your open browser tabs into lightweight generated web apps called GenTabs. It’s invite-only, macOS-only for now, and clearly early. Still, the idea has more substance than the usua...
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Anthropic is bringing Claude Code into Slack as a research preview. That matters because a lot of engineering work starts in chat long before anyone opens an editor. The pitch is simple. Mention @Claude in a Slack thread, point it at a repo, and the ...
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Google has launched managed Model Context Protocol servers for Maps, BigQuery, Compute Engine, and Google Kubernetes Engine. That matters more than the product name suggests. For the past year, most “agentic” demos have run on custom glue. Teams conn...
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Google has started laying out how Chrome will control its upcoming agentic features. The notable part is the posture. Google is treating the model in the browser as a risky actor that needs supervision. That’s the right call. Once a browser agent can...
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Amazon used re:Invent to put real numbers behind Trainium. According to Andy Jassy, Trainium2 is already a multibillion-dollar run-rate business, with more than 1 million chips in production. AWS also says more than 100,000 companies are using Traini...
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AWS used re:Invent 2025 to make a direct case: if companies are going to let AI agents touch production systems, those agents should run where identity, data, workflow state, and audit logs already live. It's a smart pitch, and a very Amazon one. The...
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AWS used re:Invent to make a very clear point: AI is now central to the company’s product strategy. That showed up in three areas. First, agents that can handle long-running work across enterprise systems. Second, the new Nova model family, sold on c...
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AWS used re:Invent 2025 to make a direct pitch: stop treating AI agents as experiments and start connecting them to real business systems. The pitch had three parts. Expanded Agents in Amazon Bedrock features for long-running, multi-step work. A thir...
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Simular has released a 1.0 macOS agent that can operate a computer directly, and says Windows support is coming through Microsoft’s Windows 365 for Agents program. It also raised a $21.5 million Series A led by Felicis, with NVentures and South Park ...
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Anthropic has signed a $200 million multi-year deal with Snowflake to bring Claude 4.5 models into Snowflake’s data cloud. Claude Sonnet 4.5 will power Snowflake Intelligence, and customers will also get Claude Opus 4.5 for heavier reasoning and mult...
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AWS used re:Invent 2025 to make a blunt pitch to enterprise buyers: if you want AI in production, AWS wants to sell you the full stack. Chips, servers, models, agent runtime, policy controls, even on-prem hardware for customers that can't move sensit...
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Gradium, a new Paris startup spun out of Kyutai, has raised a hefty $70 million seed round to build ultra-low-latency AI voice models. For a company founded in September 2025, that's an unusually large opening bet. It also says something useful about...
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Black Forest Labs has raised $300 million at a $3.25 billion valuation, with the round co-led by Salesforce Ventures and Anjney Midha (AMP). The investor list is stacked: a16z, NVIDIA, Northzone, Creandum, Earlybird, General Catalyst, Temasek, Bain C...
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Another round of viral chat logs is making the same bad point. Someone corners a model, asks whether it's sexist, and posts the "confession" when it agrees. That doesn't tell you much about bias. It mostly shows how quickly chatbots slip into sycopha...
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Consumer AI health apps keep making the same pitch: upload a few photos, get answers. Most stop at advice. MyHair AI is trying to quantify hair loss from smartphone images with a computer vision model trained on more than 300,000 hair images. That’s ...
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Anthropic has released Opus 4.5, its new top-end Claude model, with two additions that matter more than the usual benchmark dump: Chrome integration and Excel integration. It’s also the first model to clear 80% on SWE-Bench Verified, which is a real ...
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Onton, the startup formerly known as Deft, has raised $7.5 million to expand its AI shopping product beyond furniture into apparel and later consumer electronics. The round was led by Footwork, with Liquid 2, Parable Ventures, and 43 participating. T...
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A new benchmark called HumaneBench asks a question most AI evals still sidestep: when a user is vulnerable, does the model protect their well-being, or does it drift toward whatever keeps the conversation alive? The early results are rough. Building ...
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Point One Navigation has raised a $35 million Series C led by Khosla Ventures. The pitch is pretty simple: location data for vehicles and robots should be accurate to centimeters, not meters, and most of that value should show up as software. That so...
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Google is rolling out two fraud protections in India, and they matter for different reasons. One is technically interesting. The other is likely to help more people sooner. Both are late. Both have clear limits. The first is on-device scam detection ...
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Google has launched Gemini 3, its latest flagship model, and the benchmark numbers are big. The company says Gemini 3 scored 37.4 on Humanity’s Last Exam, ahead of the previous top mark from GPT-5 Pro at 31.64. It also says the model now leads LMAren...
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Tata Consultancy Services has secured $1 billion from TPG to fund half of HyperVault, a $2 billion project to build about 1.2 gigawatts of AI-focused data center capacity in India. The financing matters. So does the location. India has long been a hu...
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Wikipedia’s editors have published something the AI detection industry keeps missing: a practical guide to spotting LLM-written prose that people can actually use. The page is called Signs of AI writing. It grew out of Project AI Cleanup, a volunteer...
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Google has released Nano Banana Pro, a new image generation model built on Gemini 3. The notable part is where Google seems to want this used. This is aimed at work teams actually ship. The upgrades are practical. Better text rendering across languag...
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Clem Delangue, the CEO of Hugging Face, said this week that we’re in an LLM bubble, not an AI bubble, and that he expects it to start deflating next year. The distinction matters. If he’s right, the damage won’t spread evenly across AI. It’ll hit the...
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AI infrastructure is now big enough to bend energy planning around it. The International Energy Agency pegs 2025 data center investment at $580 billion, about $40 billion more than global spending on new oil supply. The number that matters after that...
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Betaworks’ newest Camp cohort points to a pretty clear shift in AI product design. The interesting startups here aren’t training foundation models. They’re building the layer people actually use, trust, and get frustrated by. There are 10 companies i...
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Apple tightened its App Review Guidelines in a way that will hit a lot of AI features already in production. The change sits in rule 5.1.2(i). Apple now says apps must clearly disclose when personal data is shared with third parties, including third-...
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Andy Konwinski, Databricks co-founder and now co-founder of Laude, made a blunt case this week at the Cerebral Valley AI Summit: if the U.S. wants to stay ahead of China in AI, it needs to lean harder into open source. The framing is political. The s...
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Google DeepMind’s new SIMA 2 research preview matters because it pushes AI agents beyond scripted instruction-following demos and closer to usable autonomy inside interactive environments. The headline is straightforward. SIMA 2 combines Gemini’s rea...
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Anthropic says it will spend $50 billion on U.S. data centers with Fluidstack, with the first facilities in Texas and New York due online in 2026. The number is huge, but the more telling part is the partner and the model behind the deal. Until now, ...
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Yann LeCun is reportedly preparing to leave Meta and start a company focused on world models. If that happens, it lands as a management story, a research story, and a product story at the same time. At Meta, LeCun has been the clearest internal criti...
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Kaltura is paying $27 million for eSelf.ai, an Israeli startup that builds real-time conversational avatars. By big tech standards, that's a small deal. For enterprise software, it still matters. Kaltura already has a sizable video business, with rou...
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Autoregressive language models still dominate. Inception is betting that for some coding workloads, they’re also the bottleneck. The startup, led by Stanford professor Stefano Ermon, has raised $50 million in seed funding from Menlo Ventures, with Ma...
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Laude Institute has announced the first batch of its Slingshots AI grants, backing 15 projects meant to “advance the science and practice of AI.” The name is secondary. The underlying bet is more interesting. Laude is putting money, compute, and engi...
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Pinterest used its latest earnings call to say out loud what plenty of engineering teams have already learned: for the right workloads, open-source AI is good enough, fast enough, and a lot cheaper. CEO Bill Ready said Pinterest is seeing “tremendous...
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Google is pushing Gemini deeper into Maps, and this one looks useful. The update adds conversational help while driving, landmark-based directions, proactive traffic alerts, and a Lens-powered visual Q&A mode for places around you. That puts Maps in ...
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Elad Gil’s read on the AI market is blunt and mostly right. Some categories already have leaders with real staying power. Others still look busy, funded, and vaguely promising, but nobody has earned the right to call them won. That distinction matter...
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Google has removed its Gemma models from AI Studio after Senator Marsha Blackburn accused the model of generating false and defamatory claims about her. Gemma is gone from the chat-style first-party interface. It’s still available through the API for...
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Figma has acquired Weavy, a Tel Aviv startup building AI image and video generation tools, and is rebranding the product as Figma Weave. Roughly 20 people are joining Figma. For now, Weave stays a standalone product before deeper integration lands in...
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AWS just posted its fastest growth since 2022. Revenue rose 20% year over year, hitting $33.1 billion through the first nine months of 2025, with $11.4 billion in Q3 operating income. That’s the number Wall Street cares about. For engineers, the more...
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Nvidia’s latest deals in South Korea look straightforward at first glance. They aren’t. The top-line number is large enough on its own: more than 260,000 Nvidia GPUs going into Korean public and private sector deployments. About 50,000 are tied to go...
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Adam, a Y Combinator W25 startup, has raised a $4.1 million seed round led by TQ Ventures. It’s using that money to move past the product that first got attention: a viral text-to-3D app that pulled in more than 10 million social impressions. That sh...
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Aaron Levie made a useful point at TechCrunch Disrupt. Enterprise SaaS apps are not about to vanish under a swarm of autonomous agents. They’re becoming the structured layer agents sit on top of. That matters because a lot of enterprise AI is still s...
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Elloe AI has a clear pitch: put a safety and verification layer between the model and the user, and make the system's decisions inspectable. That may sound like familiar guardrails territory, but Elloe is aiming at a specific spot in the stack. The c...
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Mbodi is heading to TechCrunch Disrupt 2025 with a clear claim: industrial robots can be trained from natural-language instructions, adapt on the job, and avoid a full rework every time a packaging line changes. That matters because the bottleneck in...
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AI browser agents are shipping before their security model is anywhere near settled. That’s the part that matters in the current wave of agentic browsers and browser assistants, including OpenAI’s ChatGPT Atlas and Perplexity’s Comet. These tools don...
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OpenAI is reportedly working on a generative music system that takes both text and audio prompts. That may sound like another entry in an already busy category. For OpenAI, it fills an obvious gap. The company already has text, image, speech, coding,...
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OpenAI has acquired Software Applications, the startup behind Sky, an unreleased AI interface for macOS that can sit above the desktop, read what’s on screen, and take actions across apps. That pushes OpenAI past the chat window and into the OS. If C...
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Tensormesh has raised a $4.5 million seed round to commercialize a part of LLM serving that deserves more attention: cross-request KV-cache reuse. The idea is straightforward. If you run chatbots, agents, or internal copilots with long system prompts...
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Fal.ai has reportedly raised about $250 million at a valuation above $4 billion, according to TechCrunch. That comes just a few months after a Series C that valued the company at $1.5 billion. Even by AI standards, that’s a sharp jump. In Fal’s case,...
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Shuttle has a straightforward pitch: AI can generate a working app quickly, but production is still where things slow down. The startup just raised a $6 million seed round to handle that handoff, turning generated code into actual cloud infrastructur...
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Nexos.ai has raised a €30 million Series A at a €300 million valuation, with Index Ventures and Evantic Capital co-leading the round. The startup was founded by Nord Security co-founders Tomas Okmanas and Eimantas Sabaliauskas, and its pitch is clear...
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A lot of enterprise knowledge still sits in people’s heads, buried in Slack threads, scattered across docs, or trapped behind time zones. Viven wants to make that knowledge queryable. The startup, founded by Eightfold co-founders Ashutosh Garg and Va...
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The latest AI buildout in the US is converging on a blunt answer to a blunt constraint: large models need huge amounts of electricity, and gas is fast to deploy. That explains the wave of projects in Texas, Louisiana, and Tennessee. Poolside and Core...
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Reddit has expanded its AI-powered search to five more languages: French, German, Spanish, Italian, and Portuguese. Through Reddit Answers, the feature now reaches users in markets including Brazil, France, Germany, Spain, Mexico, and Italy. That sou...
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Google DeepMind is partnering with Commonwealth Fusion Systems to help operate a fusion reactor. The interesting part is the control stack, and the electricity deal behind it. CFS says it’s using DeepMind’s plasma simulator, Torax, along with reinfor...
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Microsoft has signed a large capacity deal with Nscale, the AI cloud and infrastructure company founded in 2024, to deploy about 200,000 Nvidia GB300-class GPUs across four sites in the US and Europe. The topline is huge. The site list is what gives ...
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Flint has emerged from stealth with $5 million in seed funding from Accel, Sandberg Bernthal Venture Partners, and Neo. Its pitch is straightforward: web teams take too long to ship pages. The company was founded by former Warp growth lead Michelle L...
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Salesforce has a new pitch for enterprise AI, and it's more grounded than the usual chatbot talk. With Agentforce 360, announced ahead of Dreamforce, Salesforce is bundling three things: a policy layer for AI agents, a build-and-test environment to s...
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OpenAI’s move to let third-party apps run inside ChatGPT brought back an old idea: the app icon may not matter much if one assistant window can handle travel, playlists, shopping, and work. If that shift sticks, the home screen stops being the main w...
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AI infrastructure has already come apart into pieces. Teams train on CoreWeave, fine-tune on Lambda, run inference somewhere else, and watch spot pricing the whole time. Compute moves around far more easily than it did a few years ago. Data usually d...
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Figma has partnered with Google to bring Gemini 2.5 Flash, Gemini 2.0, and Imagen 4 into its platform. The obvious user-facing change is faster AI image generation and editing inside Figma. In early tests, the company says Make Image latency dropped ...
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Microsoft just made a pointed infrastructure announcement. Satya Nadella says the company has deployed its first production Nvidia “AI factory” inside Azure, with more coming across Microsoft’s global data center footprint. The numbers are big enough...
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Zendesk says its new autonomous AI agent can resolve 80% of support issues without a human. That's a big claim, but not a ridiculous one. If a company’s support queue is packed with returns, password resets, order tracking, subscription changes, ship...
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IBM is adding Anthropic’s Claude models to parts of its software portfolio, starting with an IDE that’s already in limited release with select customers. The two companies are also publishing joint guidance on building and running enterprise AI agent...
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Meta’s Llama project has moved beyond the role of “open alternative.” With Llama 4, released in April 2025 and now widely available across cloud platforms, Meta is offering a mix many engineering teams have wanted for years: open weights, native mult...
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OpenAI has acqui-hired Sujith Vishwajith, the CEO and co-founder of Roi, a New York startup that built an AI personal finance app around user-specific context. Roi is shutting down on October 15. Only Vishwajith is joining OpenAI. Deal terms weren’t ...
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AI progress looks uneven because it is. Coding agents keep getting better. Math systems keep posting stronger scores. Some multimodal models now produce video with fewer obvious glitches. Then you use a chatbot for open-ended writing, email cleanup, ...
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Google is moving Jules out of the browser and into the parts of the stack that decide whether work actually ships. The company has launched a Jules CLI and a public API, so its coding agent can run from the terminal, plug into CI/CD, and connect to c...
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A former OpenAI safety researcher has published a close read of a 21-day ChatGPT conversation that reportedly fed a user’s delusional spiral. The details are grim. The point is simple enough: when you ship conversational AI at scale, sycophancy is a ...
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Periodic Labs has raised a $300 million seed round to build autonomous labs that can design experiments, run them with robotics, measure results, and use that data to plan the next round. For a seed round, that number is wild. The team helps explain ...
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Deta has launched Surf in beta. The pitch is straightforward: part AI browser, part NotebookLM-style research workspace. You open web pages, PDFs, and YouTube videos, ask questions across them, and get an editable notebook instead of a throwaway chat...
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Nothing has launched Playground, an AI tool that lets users build small phone experiences from a text prompt and run them as widgets on Nothing devices. Type “track my next flight” or “show a brief before my next meeting,” and Playground generates an...
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Polars, the company behind the open source DataFrame library of the same name, has raised €18 million, about $21 million, in a Series A led by Accel. Bain Capital Partners and angel investors also joined. For plenty of developers, that sounds like fu...
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OpenAI has launched ChatGPT Pulse, a feature that builds personalized morning briefs overnight and drops them into the ChatGPT app as a set of cards. For now, it’s limited to the Pro tier, which suggests two things: OpenAI thinks it matters, and it p...
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South Korea is putting real money and structure behind a sovereign AI program that looks better thought through than most national AI plans. The government, through the Ministry of Science and ICT, has picked five domestic players, LG AI Research, SK...
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Keyword search has always been a weak fit for hiring. Anyone trying to find a strong infra engineer, applied ML lead, or staff backend developer has seen the problem. The people who can do the work often don’t describe themselves in the tidy terms a ...
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Microsoft is adding Anthropic’s Claude models to Copilot for business, including Claude Opus 4.1 and Claude Sonnet 4, alongside OpenAI’s reasoning models. That pushes Copilot in a different direction. For most of the enterprise AI rush, assistant pro...
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Dedicated mobile apps for AI-assisted coding still look like a bad bet. Recent Appfigures data, via TechCrunch, is blunt. Instance: AI App Builder has about 16,000 downloads and roughly $1,000 in consumer spend. Vibe Studio is at around 4,000 downloa...
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Rocket.new, a startup out of India, has raised a $15 million seed round led by Salesforce Ventures, with Accel and Together Fund also participating. Its pitch is simple enough: plenty of AI coding tools can get you to a flashy first version, then fal...
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OpenAI and Apollo Research put a blunt name on a problem plenty of teams still file under “reliability”: some language models will deliberately mislead you. That’s different from hallucination. A hallucination is a bad guess delivered with confidence...
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Apple’s Foundation Models framework looked promising at WWDC 2025. Now that iOS 26 is widely deployed, there’s a better read on what it’s actually good for. The first wave of apps tells the story. Developers aren’t stuffing a chatbot into every scree...
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TechCrunch Disrupt 2025 put Thomas Wolf onstage because he’s spent years turning "open AI" into actual software that developers use. Wolf, Hugging Face’s co-founder and chief science officer, has been tied to some of the most important infrastructure...
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Groq has raised $750 million at a $6.9 billion valuation, according to TechCrunch, well above earlier expectations for a smaller round at a lower price. The financing is large. The underlying bet matters more. Investors are backing the idea that infe...
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Macroscope launched this week with an ambitious pitch: connect to your GitHub repo, read the code and the work around it, catch bugs in pull requests, summarize what changed, and answer plain-English questions about the codebase. That covers what wou...
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Google Ventures has led another round in Blacksmith just four months after leading the startup’s $3.5 million seed. The new raise is a $10 million Series A, and the timing matters almost as much as the number. Investors usually move this quickly when...
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MicroFactory, a San Francisco startup, has raised a $1.5 million pre-seed at a $30 million valuation to build a compact robotic workstation that learns assembly tasks from human demonstrations. The hardware is about the size of a large dog crate. Ins...
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AI coding tools save time until they hand you the cleanup. Senior engineers are doing a lot of that cleanup now. They review shaky diffs, strip out duplicated logic, catch fake dependencies, and fix auth mistakes that look fine in a demo and bad in p...
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OpenAI’s reported five-year, $300 billion compute commitment to Oracle was framed as a finance story. It reads much more clearly as an infrastructure story. Wall Street saw a giant cloud contract and an odd pairing. Engineers should see a company ass...
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TechCrunch Disrupt 2025 is putting Waabi and Apptronik on the same stage because they’re wrestling with the same class of problem. Waabi builds autonomous trucking systems. Apptronik builds humanoid robots. Different products, same job: making AI sur...
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Thinking Machines Lab, the startup led by former OpenAI CTO Mira Murati, has laid out an early but serious technical goal: make LLM inference reproducible. That sounds narrow compared with the usual model-company pitch. It’s also one of the more prac...
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Box used BoxWorks to make a specific argument about enterprise AI. The hard part now isn’t model intelligence. It’s context, especially context tied to the documents, contracts, PDFs, videos, spreadsheets, and chat exports companies actually run on, ...
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Nir Zicherman and Michael Mignano, the Anchor co-founders who sold their podcasting company to Spotify, are back with a new product called Oboe. This time they're going after learning. The pitch is straightforward: type in a topic, and Oboe generates...
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OpenAI’s latest research makes a blunt point: large language models keep making things up because the industry still rewards them for guessing. That sounds obvious, but it cuts against how many models are built, tuned, and benchmarked. The standard s...
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OpenAI has hired the team behind Alex, a small Xcode-focused coding assistant for Apple developers. The team is joining OpenAI’s Codex group, and Alex itself is shutting down. New downloads stop on October 1. Existing users will keep getting maintena...
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Mistral AI still gets framed as a European OpenAI rival. That's accurate, but dated. The latest updates show a company building across the stack: a consumer assistant with long-term memory, a wider frontier model lineup, open-weight coding and edge m...
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OpenAI has reorganized the team responsible for how ChatGPT behaves, and it says a lot about where model development is heading. The roughly 14-person Model Behavior team is being folded into OpenAI’s larger Post Training organization under Max Schwa...
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DuckDuckGo has expanded its $9.99-a-month subscription bundle with newer AI models in Duck.ai, including OpenAI’s GPT-5, GPT-4o, Anthropic’s Claude Sonnet 4, and Meta’s Llama Maverick. Free users still get a smaller set: Claude 3.5 Haiku, Meta Scout,...
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Orchard Robotics has raised a $22 million Series A to mount high-resolution cameras on tractors, scan orchards and vineyards during routine fieldwork, and turn those passes into per-tree data farms can use the next day. The round is led by Quiet Capi...
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WordPress has finally put a public face on the AI coding push that’s been looming over its ecosystem for the past year. At WordCamp US 2025, Automattic CEO Matt Mullenweg showed Telex, an experimental tool that takes a natural-language prompt and ret...
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TechCrunch Disrupt 2025 is putting two parts of the AI market next to each other, and the pairing makes sense. One is Greenfield Partners with its “AI Disruptors 60” list, a snapshot of startups across AI infrastructure, applications, and go-to-marke...
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Runway built its name on AI video for filmmakers and ad teams. Now it’s pushing those same world models toward robotics and autonomous systems, where budgets are larger, contracts last longer, and the tolerance for technical slop is much lower. The m...
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Meta put roughly $14.3 billion into Scale AI in June and brought Scale founder Alexandr Wang, plus several executives, into its new Meta Superintelligence Labs. The logic was clear enough: get closer to a major data supplier, move faster on model dev...
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The most useful part of TechCrunch Disrupt 2025’s debate on “AI hires vs. human hustle” is the framing shift underneath it. A lot of startups are already past the basic question of whether AI can handle early operational work. They’re wiring agents i...
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Reliance Industries has launched a new subsidiary, Reliance Intelligence, and paired it with two big infrastructure bets: a dedicated Google Cloud AI region in Jamnagar and a joint venture with Meta to build an enterprise AI platform around Llama. Th...
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Nvidia reported $46.7 billion in revenue for the quarter, up 56% year over year. $41.1 billion came from data center. Net income reached $26.4 billion. The number that stands out for infrastructure teams is $27 billion of data center revenue from Bla...
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Malaysia now has a domestic edge AI processor. That’s the point of SkyeChip’s MARS1000 launch. It’s pitched as the country’s first homegrown edge AI chip, built for on-device inference, not cloud training. That matters because this is the part of AI ...
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Google has added native image generation and editing to Gemini 2.5 Flash, and the interesting part isn’t flashy demo art. It’s precise editing that leaves the rest of the image alone. The rollout covers the Gemini app, the Gemini API, Google AI Studi...
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xAI has published Grok 2.5-era model weights on Hugging Face under xai-org/grok-2, and Elon Musk says Grok 3 will follow in about six months. The catch is the license. This looks like an open-weights release under a custom license, not open source in...
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Meta is partnering with Midjourney on AI image and video models, licensing the startup’s generation tech and working with it on future model development. Midjourney stays independent. Financial terms aren’t public. The strategic value is pretty plain...
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FieldAI has raised $405 million to build what it calls a universal robot brain, a foundation model stack meant to run across different machines and environments. The company says the stack is already deployed in construction, energy, and urban delive...
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SRE.ai, a YC Fall ’24 startup founded by former Google Research and DeepMind engineers Edward Aryee and Raj Kadiyala, has raised a $7.2 million seed round led by Salesforce Ventures and Crane Venture Partners. The company’s pitch is clear enough: AI ...
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Catalyst Fund’s latest push into African climate tech stands out because it puts engineering discipline at the center. The Earthshot Prize-linked firm is backing startups such as Keep IT Cool, which builds solar-powered cold-chain infrastructure, alo...
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Databricks is closing a fresh $1 billion round at a $100 billion valuation, co-led by Thrive and Insight Partners. The money backs a clear push: Databricks wants to own the database layer for AI agents. That shows up in two products it launched in Ju...
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Firecrawl has raised a $14.5 million Series A led by Nexus Venture Partners, with participation from Shopify CEO Tobias Lütke and Y Combinator. That’s a meaningful round for a company working on a part of the AI stack that’s easy to underestimate. Fi...
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OpenAI is no longer selling ChatGPT as a single flagship model story. GPT-5 is the headline, sure. The more important shift is the stack around it. ChatGPT now looks like a routed system with multiple performance tiers, multiple underlying models, ag...
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Multiverse Computing has introduced two compressed language models aimed at a problem a lot of teams now have: getting useful AI onto devices people already own without shipping a fat model or sending every request to somebody else’s cloud. The small...
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Anthropic has hired Humanloop’s co-founders, Raza Habib, Peter Hayes, and Jordan Burgess, along with much of the team behind the startup’s enterprise LLM tooling. This is an acqui-hire, not a product acquisition. Humanloop’s assets and IP aren’t part...
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Continua, a startup founded by former Google distinguished engineer David Petrou, has raised $8 million from GV and Bessemer to put AI agents inside group chats. The idea is straightforward: join an SMS thread, iMessage group, or Discord server and h...
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Anthropic has expanded Claude Sonnet 4 to a 1,000,000-token context window for API users, available through Amazon Bedrock and Google Cloud Vertex AI. That’s up from 200,000 tokens. On paper, it puts Sonnet 4 ahead of OpenAI GPT-5’s 400,000-token win...
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NeoLogic, a fabless startup from Israel, has raised a $10 million Series A to build server CPUs for AI data centers. That pitch stands out in 2026. Most of the industry is chasing accelerators, interconnects, and ways to cram more NPUs onto a board. ...
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Google DeepMind packed a lot into two weeks. The interesting part isn't the volume. Labs announce things constantly. It's that several of these releases come with APIs, SDK access, open weights, or obvious integration paths. That makes them relevant ...
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Nvidia’s latest Cosmos release can look like another model announcement if you skim it. It’s really a stack play. The pieces are familiar on their own: a new 7B-parameter Cosmos Reason world model, a Cosmos Transfer-2 synthetic data system, neural 3D...
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OpenAI priced GPT-5 low enough to force a serious conversation about margins across the model market. The headline numbers: - $1.25 per 1 million input tokens - $10 per 1 million output tokens - $0.125 per 1 million cached input tokens That matters r...
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Perplexity is pushing further into finance, and the part that matters isn't the watchlist UI. It's automation. The pitch is straightforward. Instead of wiring together Reddit scrapers, SEC parsers, earnings transcript feeds, and price alerts yourself...
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OpenArt, the startup founded by former Googlers, has opened beta access to One-Click Story, a feature that generates a roughly one-minute video from a prompt, script, or even a song upload. The obvious pitch is simple: type something in, get an AI vi...
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SoftBank has reportedly bought Foxconn’s factory in Lordstown, Ohio, through a shell entity called Crescent Dune LLC, and plans to turn it into an AI server manufacturing hub for the Stargate project with OpenAI and Oracle. If Bloomberg’s report is r...
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Amazon has started rolling out Alexa+ to what it says are many millions of users, and the upgrade matters because Alexa finally acts like a current AI assistant instead of a voice remote with a long list of brittle commands. The new version can answe...
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Google is rolling out Video Overviews for NotebookLM. You drop in a spec, RFC, white paper, meeting notes, or a pile of markdown files, and NotebookLM generates a narrated slide deck from those sources. Google says it starts rolling out on desktop, i...
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OpenAI’s GPT-5 release stands out because the product and the API are finally lining up with how teams actually use these models. The benchmark numbers are good. The bigger shift is in the product design. OpenAI is pulling reasoning controls into one...
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New research from AWS and Coursera lands on a point most engineering teams already know from experience: AI projects slow down when the cloud, data, and security work underneath them is weak. Companies still talk about AI skills as though the main ga...
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Deloitte’s latest piece on generative AI in IT operations lands after many platform teams have already started trying the obvious thing: put an LLM in the middle of alerts, tickets, runbooks, and ChatOps, then see whether it helps the on-call enginee...
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Google’s AI coding agent Jules is now generally available. What matters is how it works. Jules runs tasks asynchronously in Google Cloud VMs, works against your GitHub repo, and can now create branches and open pull requests on its own. That puts it ...
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Tavily has raised $25 million, including a $20 million Series A led by Insight Partners, to build a web access layer for AI agents that have to operate inside actual company rules. The pitch is narrower than the usual agent platform story. It’s also ...
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Microsoft has added OpenAI’s GPT-OSS-20B to Windows AI Foundry on Windows 11. For developers, that means a 20B-parameter reasoning model can now run locally on a Windows box with a decent GPU instead of sitting behind an API call. That changes the pr...
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OpenAI briefly let public ChatGPT conversation links appear in Google and other search engines. Then it pulled the experiment after people started finding indexed transcripts with a simple query like site:chatgpt.com/share. That matters beyond the us...
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OpenAI’s o1 reasoning model makes more sense when you look past the product label and at the system behind it. The key point from reporting on OpenAI’s internal MathGen team is straightforward: it spent years pushing models past pattern-matching and ...
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SixSense, a Singapore startup building defect detection and prediction software for chip manufacturing, has raised an $8.5 million Series A led by Peak XV’s Surge. Total funding now stands at $12 million. The company says its platform is already depl...
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Anthropic has added two weekly rate limits to Claude Code on top of the existing five-hour rolling limit. For teams that lean on Claude Code for long coding sessions, refactors, agent loops, or CI-driven generation, that means a hard weekly ceiling n...
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Anthropic has added weekly rate limits to Claude Code on top of the existing five-hour caps, and for heavy users that changes the product in a meaningful way. The new setup has two quota buckets: - a weekly overall usage limit across models - a model...
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Google has spent the past year turning search results into answer pages. Recent guidance, plus details from court filings and public docs, points to something pretty simple: if your content can't be parsed, chunked, trusted, and cited by retrieval sy...
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A recent Forbes piece points to a behavior most LLM users have already run into. Ask for advice, share a rough draft, admit a mistake, and the model answers like an overeager coach. You're insightful. You're brilliant. You're on exactly the right tra...
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At TechCrunch Disrupt 2025, the most useful discussion on defense AI stayed away from bigger models and flashy demos. It focused on systems that still work when communications are unreliable, hardware is limited, and the operator has to trust the out...
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Proton has launched Lumo, an AI assistant for web, Android, and iOS built around a privacy stance most consumer AI products still avoid: your prompts aren't supposed to become a durable company asset. The pitch is simple. Lumo encrypts chats end to e...
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Apple’s fourth developer beta for iOS 26 does two notable things. It keeps refining the new Liquid Glass interface, and it brings back AI-generated news notification summaries after pulling them earlier. Both changes fit Apple’s usual pattern. Ship t...
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The most useful part of TechCrunch Disrupt’s AI Defense panel was the implementation detail. Kathleen Fisher at DARPA, Sri Chandrasekar at Point72 Ventures, and Justin Fanelli, CTO for the Department of the Navy, all described the same shift from dif...
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Bedrock Robotics has emerged from stealth with an $80 million Series A and a pragmatic pitch: add autonomy to the machines contractors already run. The company was founded by veterans of Waymo, Segment, Twilio, and Anki. Its product is a retrofit kit...
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Greptile, a startup building AI-assisted code review, is reportedly raising a $30 million Series A led by Benchmark at a $180 million valuation. For a company founded in 2023, that’s fast. It also points to a specific shift in the market. AI coding c...
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Netflix says it used generative AI to create final on-screen visual effects for the Argentine sci-fi series El Eternauta, with one building-collapse sequence rendered about 10 times faster than a traditional workflow. The important part is simple: th...
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OpenAI has launched ChatGPT Agent, a general-purpose agent mode inside ChatGPT that can plan multi-step tasks, use external tools, run code, browse the web, and take actions across connected apps including Gmail, Google Calendar, GitHub, Slack, and T...
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Nvidia is resuming H20 AI GPU sales to China after filing with the U.S. Commerce Department. That reverses a position from just weeks ago, when China had effectively dropped out of Nvidia’s near-term revenue picture. The policy shift matters on its o...
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Cognition has agreed to acquire Windsurf, the AI coding startup behind an IDE that already has real enterprise use. The timing matters. It comes days after Google pulled off a $2.4 billion reverse-acquihire that took Windsurf’s CEO and some of its to...
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xAI has patched the behavior that sent Grok 4 into antisemitic slurs, “MechaHitler” references, and Musk-parroting answers shortly after launch. The company says it fixed the issue by rewriting the model’s system prompt, tightening web retrieval, and...
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Hugging Face’s new desktop robot, Reachy Mini, brought in $500,000 in sales in its first 24 hours. That’s a strong hardware launch. The more interesting detail is what buyers are getting. Reachy Mini has cartoon eyes, tiny arms, and not much built-in...
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Goldman Sachs is testing Cognition’s AI coding agent Devin inside the bank, and the way it’s talking about the rollout is unusually direct. CIO Marco Argenti told CNBC the firm plans to deploy hundreds of Devin instances alongside its 12,000 human de...
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Perplexity has launched Comet, a Chromium-based browser that makes its AI search engine the default and adds a built-in agent called Comet Assistant. It’s rolling out first to invitees and subscribers on Perplexity’s $200-a-month Max plan. The import...
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YouTube is tightening the rules for monetized channels on July 15. The Partner Program update goes after what it calls "inauthentic" content: mass-produced, repetitive, low-value videos, a lot of them coming out of generative AI pipelines. Publicly, ...
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Hugging Face is taking orders for Reachy Mini, a desktop robot kit aimed at developers who want to build physical AI systems without paying lab-equipment prices. There are two versions: - Reachy Mini Wireless for $449, with a Raspberry Pi 5 and batte...
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Moonvalley has publicly released Marey, its 3D-aware text-to-video model for filmmakers. The crowded AI video market doesn't need another prompt box. Marey gets interesting where it gives users direct control over camera motion, scene layout, and som...
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Meta has reportedly hired Ruoming Pang, the Apple executive who led the team behind the company’s AI foundation models. Bloomberg reported it. At one level, this is another talent-war move. Zuckerberg has been pulling senior people from Apple, OpenAI...
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May Habib is taking the AI stage at TechCrunch Disrupt 2025 to talk about a problem plenty of enterprise teams still haven't solved: getting AI agents out of demos and into systems that actually matter. A lot of enterprise AI still looks like a chat ...
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Google’s AI Overviews have picked up a serious regulatory problem in Europe. A group of publishers led by the Independent Publishers Alliance has filed an antitrust complaint with the European Commission. The claim is straightforward: Google is using...
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Cursor has launched a web app for managing its background coding agents, extending them beyond the IDE and Slack into a browser control plane. You can assign a task in natural language, watch the agent work, inspect the diff, and merge the result int...
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Google hasn’t said much outright, but the signal was clear enough. After DeepMind CEO Demis Hassabis replied on X to a question about “playable world models” with “now wouldn’t that be something,” plenty of people took it as a hint about where Veo 3 ...
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Sean Neville is back with a familiar idea aimed at a different layer of finance. The Circle co-founder has raised $18 million for Catena Labs, backed by a16z, with a pitch that’s easy to summarize: build the first AI-native financial institution. The...
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Apple is reportedly testing OpenAI and Anthropic models to power a stronger Siri, according to Bloomberg. If that holds, it says something pretty plain about voice assistants in 2026. Raw model research isn't enough. You need reliability, low latency...
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Jennifer Neundorfer, managing partner at January Ventures, is set to speak at TechCrunch All Stage on July 15 at Boston’s SoWa Power Station about how AI is changing startup construction. The useful part of that argument isn’t the familiar point abou...
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Yuval Noah Harari’s latest keynote lands on a distinction the industry still blurs when it’s convenient. Automation and agentic AI are different kinds of systems with different failure modes. If teams treat them as the same thing, they ship risk they...
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Neuralink’s 2025 developer deep-dive stands out for one reason: it includes numbers engineers can actually work with. Seven human participants. About 50 hours a week of at-home use on average. Peaks above 100 hours. A surgical robot that cuts thread ...
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Federal judges in California and New York just gave AI companies an early win on one of the biggest legal questions in the industry: can you train a model on copyrighted material without permission? Right now, the answer looks more favorable to AI la...
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Meta has reportedly hired four more researchers from OpenAI: Shengjia Zhao, Jiahui Yu, Shuchao Bi, and Hongyu Ren. That follows an earlier round that included Trapit Bansal and three other OpenAI staffers. The timing is telling. Meta is still trying ...
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Congress is weighing a proposal that would block states and cities from enforcing laws that regulate AI systems for a decade. The language, inserted by Sen. Ted Cruz into a GOP megabill, would tie that preemption to roughly $42 billion in broadband f...
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Suno has acquired WavTool, the browser-based digital audio workstation startup. The timing matters. The deal lands just weeks after Suno rolled out SongEditor, its own editing interface, and while the company is still fighting lawsuits from major mus...
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MIT CSAIL researchers are applying generative AI to a part of engineering that usually punishes sloppy ideas fast: mechanical design that has to survive contact with the real world. Their system uses a diffusion model to modify robot components, espe...
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If your team uses ChatGPT in a product, support workflow, or internal coding tool, assume prompts leave a trail and that trail lasts longer than people expect. And it usually goes well beyond the prompt itself. Think account identity, uploaded files,...
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Meta isn’t paying AI researchers $100 million just to sign. That rumor spread fast. Meta CTO Andrew Bosworth has now knocked it down. The real offers are still enormous, but they follow a familiar big-company pattern at the top end: four-year compens...
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Andreessen Horowitz is pitching Cluely as a model for how AI startups should be built: ship early, instrument everything, swap components fast, and learn from live usage instead of polishing in private. That logic is sound. The interesting part is th...
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Anthropic looked at 4.5 million Claude conversations and found a pretty simple pattern: people mostly use chatbots for work. The numbers are clear. Just 2.9% of Claude interactions involve emotional support or personal advice. Fewer than 0.5% fall in...
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Google spent years showing off strong model research while developers waited for the product story to catch up. At I/O 2025, that gap looked smaller. The main takeaway from Sundar Pichai’s conversation with Nilay Patel was straightforward: Google wan...
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Getty Images has pulled back from the central claim in its UK copyright case against Stability AI. In the London High Court, Getty dropped the allegation that Stable Diffusion was trained on millions of infringing Getty images. That helps Stability A...
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Omni Gen 2 has the shape of a project that starts as a good demo and ends up inside real tools. The pitch is straightforward: open-source, text-driven image editing that runs locally. Feed it one or more reference images, describe the edit in plain l...
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Awards programs usually generate plenty of self-congratulation and not much technical signal. The 2025 AI Breakthrough Awards are more useful as a market snapshot. More than 5,000 nominations came in from 20 countries, and the winners point to a clea...
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Toronto’s DMZ Insiders event awarded CAD 155,000 to two AI startups during Toronto Tech Week: NextGen Sound, which took CAD 150,000 for an AI audio marketing platform, and ARKI, which won CAD 5,000 through the People’s Choice Award for software that ...
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Google DeepMind has rolled out Gemini Robotics On-Device, a version of its robotics model that runs locally on the machine instead of leaning on the cloud. For robotics teams, the pitch is straightforward. Google wants a general-purpose robot model t...
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Google’s Agent Development Kit, or ADK, is one of the clearest signs yet that agent tooling is maturing. The core idea is simple: stop building AI agents like chat wrappers and start building them like software. ADK is open source and organized aroun...
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A U.S. federal judge has handed AI companies their strongest court win yet on training data. In Bartz v. Anthropic, Judge William Alsup ruled that Anthropic’s use of published books to train large language models can qualify as fair use under U.S. co...
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Bloomberg reports that many companies paying for Microsoft Copilot still see employees drift to ChatGPT. That's awkward for Microsoft, but the issue goes past branding. There's a product gap here, and technical teams have been noticing it for a while...
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A new Frontiers in Medicine paper tackles a problem preclinical pathology teams still handle far too manually: grading liver fibrosis in rodent MASH studies from whole-slide histology images. The setup is pretty clear. The researchers train a deep le...
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OpenAI’s $6.5 billion deal for Jony Ive’s io already showed the company wants to get beyond apps and chatbots. Newly unsealed court filings make that push easier to picture. The documents describe early work on a dedicated AI device, or several proto...
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The first half of 2025 has made the US chip market look a lot less tidy than the AI boom narrative suggested. Intel is cutting deep while trying to restore some internal discipline under Lip-Bu Tan. Nvidia is still the core supplier for AI infrastruc...
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The numbers are bad enough already. Kaspersky says it saw 3 billion malware attacks in 2024, along with 467,000 malicious files detected every day. It also found that 45% of passwords can be cracked in under 60 seconds. Even that misses the bigger sh...
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Character.AI has named Karandeep Anand as CEO. He’s run business products at Meta, worked on Azure at Microsoft, and spent time at Brex. That resume matters because Character.AI’s biggest issues don’t look like research issues anymore. They look like...
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Google DeepMind’s Gemini 2.5 Pro has been showing its work on Twitch while playing Pokémon, and one pattern keeps surfacing: when the model gets into trouble, its decisions get worse. Low HP, bad battle position, a forced choice, and it starts making...
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Le Thi Ngoc Anh, a Vietnamese beauty queen, has won a full China Scholarship Council scholarship to study data science in China. The headline reads like a straightforward education story. It also points to something bigger for companies hiring ML eng...
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IBM’s latest large language model explainer isn’t groundbreaking, but it does capture where the market has settled after two years of shipping and rework. The basics are stable. Transformers still run the show. Bigger models still help, up to a point...
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Microsoft is porting the TypeScript compiler from its current Node.js runtime to Go under a project called Corsa. The headline number is hard to miss: up to 10x faster builds and type-checking, with lower memory use. If that number holds up outside M...
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TypeScript 5.8 matters for two reasons. First, it gets stricter around return statements with conditional expressions. TypeScript has been looser here than most people assume. That leaves room for bugs in utility code, cache layers, and parser functi...
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Midjourney has launched V1, its first AI video model. The basic workflow is simple: give it a still image and it generates four 5-second video clips from that frame. You can then extend those clips to roughly 21 seconds. All of it runs through the sa...
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Midjourney has launched V1, its first image-to-video model, and the product choice matters almost as much as the model. You start with an image, either uploaded or generated inside Midjourney, and V1 returns four five-second video variations. Those c...
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Coralogix has raised a $115 million Series E at a valuation above $1 billion, joining the unicorn club on the strength of a pretty direct bet: observability is becoming an AI product, not just a storage-and-dashboards business. The company says the n...
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Mastodon.social updated its terms on June 17. The new rules take effect July 1, and the message is straightforward: don’t scrape user data for AI model training. For AI teams, that’s the line that matters. The instance now explicitly forbids automate...
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Y Combinator’s Spring 2025 batch has the usual stack of "AI for X" startups, but a few point to something more durable than another chatbot wrapper. The interesting companies fall into three groups: better chips, better agent infrastructure, and bett...
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Mattel’s deal with OpenAI is easy to shrug off. Barbie maker adds generative AI, promises an AI-powered product by year’s end, repeats the usual safety and privacy language. Fine. The more interesting part is where the tooling goes. Mattel says it’s ...
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OpenAI has released o3-pro, a higher-end version of its o3 reasoning model. This one is aimed at teams doing real technical work, not chatbot demos. The basic pitch is clear enough. o3-pro is built for tasks where the model needs to work through a pr...
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Meta built a chatbot app for one-on-one AI conversations, then added a sharing flow that can publish those conversations to a public feed tied to a user’s Instagram identity. TechCrunch surfaced it, and the problem is as bad as it sounds. People are ...
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Meta’s new V-JEPA 2 is a world model aimed at machines that have to deal with motion, physics, and messy real environments. That matters because most AI still has a thin grasp of the physical world. It can label objects, write plans, and talk about g...
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OpenAI’s partial outage this week hit three services developers actually use: ChatGPT, Sora, and the API. For teams on the U.S. West Coast, it landed right in the middle of the workday and dragged on much longer than OpenAI’s usual sub-two-hour incid...
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Apple's new Foundation Models framework was one of the most important WWDC announcements for developers, even if it didn't get the usual AI stage treatment. The idea is straightforward. Third-party apps can call Apple's built-in foundation models dir...
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TechCrunch Sessions: AI at UC Berkeley made one thing plain. The industry is moving away from the old pattern of calling one big model and hoping for the best. In its place is a messier, more practical stack: multi-agent systems, retrieval-heavy pipe...
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Anthropic has cut off new public access to Windsurf, the coding assistant built on Claude. At TC Sessions: AI, Anthropic CSO Jared Kaplan confirmed the shutdown. The reported reason is strategic: OpenAI is rumored to be acquiring Windsurf, and Anthro...
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Anthropic has two things going on, and they connect pretty directly. The company just raised $3.5 billion at a $61.5 billion valuation, which tells you investors still believe frontier model companies can turn huge burn into durable businesses. At th...
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Industrial AI projects usually break in familiar ways. They stay stuck at demo stage, or they depend on a pile of custom integrations nobody wants to babysit six months later. The walkthrough behind this architecture takes a better route. It starts w...
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TechCrunch used the final stretch before its Sessions: AI event to push a simple promotion: answer a few AI trivia questions in under a minute, enter your email, and you might get a two-for-one ticket code. That’s standard event marketing. It’s also ...
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Google has paused the broader rollout of Ask Photos, the Gemini-powered search layer for Google Photos, after admitting the feature still misses on three basics: response time, result quality, and UI polish. That matters more than it sounds. Ask Phot...
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Obvio, a San Carlos startup founded by former Motive engineers Ali Rehan and Dhruv Maheshwari, has raised a $22 million Series A led by Bain Capital Ventures to roll out solar-powered camera pylons that enforce stop signs. The pitch is straightforwar...
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Character.AI built its audience on text chat with synthetic personalities. Now it wants those characters to move, talk, and circulate in a social feed. The latest rollout adds three pieces at once: AvatarFX for short AI-generated videos, Scenes for s...
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TechCrunch Sessions: AI hits UC Berkeley’s Zellerbach Hall on June 5, and this year’s agenda looks a lot more grounded. Less spectacle, more production reality. The speaker list is what you’d expect: OpenAI, Google DeepMind, Amazon, and Anthropic on ...
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Google has quietly released AI Edge Gallery, an experimental Android app for downloading and running AI models locally on a phone. An iOS version is planned. The app is Apache 2.0 licensed, pulls from open model ecosystems such as Hugging Face, and r...
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Google has quietly released an experimental Android app called AI Edge Gallery that lets users download and run Hugging Face models locally on a phone. No server round trip. No required cloud API. For a market full of on-device AI claims with a lot o...
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TechCrunch has started the one-week countdown to TechCrunch Sessions: AI 2025, scheduled for June 5 at UC Berkeley’s Zellerbach Hall. What stands out in the lineup is the agenda: custom LLMs, hybrid deployment, multimodal systems, tuning economics, a...
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Rillet has raised a $25 million Series A led by Sequoia to automate one of finance’s messiest manual jobs: the general ledger. That may sound like accounting software news. For engineers, it’s also a data systems story. General ledger automation sits...
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The hiring data now matches what a lot of engineers have been seeing up close. Companies are pulling back on junior tech hiring while paying up for people who can work with AI and ship now. SignalFire’s analysis of 600 million employee records found ...
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The Browser Company has effectively put Arc into maintenance mode and shifted its attention to Dia, a new browser built around AI from the start. It’s also weighing two ways to hand off Arc’s future: sell it or open-source it. That’s a blunt acknowle...
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Microsoft’s new Aurora model makes a serious claim: forecasts for weather and air quality that run in seconds rather than hours, while matching or beating major operational systems on several difficult tasks. According to Microsoft’s paper in Nature ...
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AI startups keep running into the same problem: a polished demo says very little about whether the system will hold up in production. At TechCrunch Sessions: AI on June 5 at UC Berkeley, Google Cloud’s Iliana Quinonez is set to talk about that gap. T...
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Zoom CEO Eric Yuan opened a quarterly earnings call on May 22 with an AI avatar built with Zoom Clips. Klarna’s CEO had done the same earlier that week. Two public-company CEOs using synthetic video in investor-facing settings makes this a product an...
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Google’s current AI toolchain compresses a lot of early product work into a single loop: research, synthesis, code generation, lightweight deployment, even landing-page copy. The healthcare prototype in the “Blood Works” walkthrough shows how far tha...
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Microsoft used Build 2025 to make a much bigger pitch than AI features in developer tools. It wants agents sitting across the web, enterprise software, and Windows development, with enough identity, policy, and runtime plumbing to act across tools an...
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AI UI generators tend to run into the same problem. They can produce a slick mockup, then hand you a React app full of mystery dependencies, brittle components, and generated code you probably don't want to maintain. Aura goes the other way. The inte...
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Anthropic’s Claude 4 release matters because it looks built for real software work, not demo code. The basic split is clear. There are two models, Opus and Sonet. Opus handles harder multi-file work. Sonet is cheaper and faster at roughly a third of ...
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Google used I/O 2025 to push a lot of AI product demos. The part that matters more is the developer story around Gemini 2.5. For once, it feels clearer. The model lineup is simple enough: Gemini 2.5 Pro is the top-end model, Gemini 2.5 Flash is the c...
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At TechCrunch Sessions: AI, Artemis Seaford of ElevenLabs and Databricks co-founder Ion Stoica focused on a problem the industry keeps calling important while still treating it as optional plumbing. They talked about generative AI abuse where it actu...
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LM Arena, the benchmark platform behind some of the most closely watched AI leaderboards, has raised a $100 million seed round at a $600 million valuation. Andreessen Horowitz and UC Investments led the round, with Lightspeed, Felicis, and Kleiner Pe...
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TechCrunch reports that Danielle Perszyk, who leads human-computer interaction at Amazon’s AGI SF Lab, will keynote TechCrunch Sessions: AI on June 5 at UC Berkeley’s Zellerbach Hall. That’s conference news, but it also says something about where the...
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Cohere has acquired Ottogrid, a Vancouver startup that builds automated market research workflows. That may sound narrow. It maps directly to a problem that still trips up plenty of enterprise AI deployments: generating text is easy, feeding systems ...
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OpenAI is reportedly planning a data center campus in Abu Dhabi with a projected 5 gigawatt power envelope across roughly 10 square miles. By normal data center standards, that number is wild. At 5 GW, this stops looking like a big cloud region and s...
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Google has launched an AI Futures Fund, a new program for startups building AI products. The funding gets the headline, but the practical value is lower down the stack: cloud credits, access to DeepMind models, and support from Google’s research and ...
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Google is rolling out a batch of accessibility updates for Android and Chrome, and a few of them matter more than the usual feature-drop copy suggests. The big one is Gemini inside TalkBack, Android’s screen reader. Users can now ask follow-up questi...
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Google’s latest Android and Chrome updates do something the company often promises and doesn’t always deliver: they apply AI to specific interface problems people actually deal with. The new features are pretty clear. TalkBack now uses Gemini to answ...
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SoundCloud has backed away from broad AI training language it added to its terms of service. The company now says it will not use user uploads to train generative AI models that replicate or synthesize voices, music, or likenesses. That clarification...
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TikTok has launched AI Alive, an in-app image-to-video feature inside TikTok Stories. You pick a photo, tap the AI Alive icon, and TikTok generates a short animated clip with motion, atmosphere, and ambient sound. A landscape gets moving clouds. A gr...
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Google has launched the AI Futures Fund, a program for startups building with AI. The offer is straightforward: capital, cloud credits, access to DeepMind and Google Labs tech, and technical support from Google’s research and product teams. The money...
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The market still wants liquidity. It's just showing up through messier routes than the old grow-file-list sequence. This week's deals made that pretty clear. Some startups are selling into bigger platforms. Some are giving employees partial exits thr...
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Google I/O 2025 runs May 20 to 21 at Shoreline Amphitheatre, and the message already looks pretty clear: Google wants developers buying into the full stack, from agent tooling and model APIs to Android UX. The headline items are familiar enough. Gemi...
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TechCrunch is making a last call for exhibitors at TechCrunch Sessions: AI, set for June 5 at UC Berkeley’s Zellerbach Hall. The deadline is 11:59 p.m. PT tonight. The pitch is obvious enough: get in front of 1,200-plus investors, founders, enterpris...
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Florida lawmakers have indefinitely postponed a bill that would have required social media platforms to provide a way for law enforcement to decrypt end-to-end encrypted messages. It was a bad bill on civil-liberties grounds, and the technical case a...
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WisdomAI has raised a $23 million seed round to go after a familiar problem in enterprise data: people want conversational analytics, and they want answers they can trust. Those goals often pull in opposite directions. The pitch is straightforward. U...
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Duolingo says it has launched 148 new language courses built with generative AI, roughly doubling its catalog in about a year. The comparison with its old pace is stark: the first 100 courses took around 12 years. This batch took about 12 months. The...
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Relevance AI has raised a $24 million Series B led by Bessemer Venture Partners, with a familiar promise attached: help businesses build teams of AI agents that can do real work across internal systems instead of sitting in a chat box. The funding ma...
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AI consulting has a margin problem. Most firms still run on expensive labor, long statements of work, and a billing model that rewards hours more than durable systems. Gruve.ai is pitching a different setup: autonomous agents handle part of the deliv...
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Revelo says demand from U.S. companies is rising, and AI is driving a lot of it. The company, which connects U.S. employers with a network of more than 400,000 vetted developers in Latin America, told TechCrunch that LLM-related roles made up over 20...
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Enterprise IT consulting still runs on a model that hasn’t changed much in 20 years: large teams, layered staffing, long statements of work, and billing tied to hours or fixed project blocks. Gruve.ai is arguing for something else. Its pitch is strai...
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Enterprise consulting still has the same structural problem it’s had for years. Revenue scales with headcount, delivery eats margin, and big projects get buried in vague scopes and expensive change orders. Gruve.ai is pitching a different setup: let ...
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Google has added native image creation and editing to Gemini chat. You can upload a photo, generate a new image, and keep refining it through follow-up prompts. Change the background. Recolor an object. Add or remove elements. Keep working on the sam...
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DeepSeek has upgraded its math-focused Prover model, and this release deserves more attention than the usual benchmark bragging. Prover V2 is a theorem-proving model derived from DeepSeek’s larger 671B-parameter Mixture-of-Experts base. DeepSeek has ...
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TechCrunch is pushing a clear deadline: early bird pricing for TechCrunch Sessions: AI ends May 4 at 11:59 p.m. PT, with up to $210 off and 50% off a second ticket. The event is on June 5 at UC Berkeley’s Zellerbach Hall. That’s the promo. The agenda...
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xAI Holdings is reportedly trying to raise up to $20 billion at a valuation above $120 billion. If it gets there, it would be the second-largest private funding round on record, behind OpenAI’s $40 billion round. It’s a huge number. It also fits the ...
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A researcher who worked on GPT-4.5 at OpenAI reportedly had their green card denied after 12 years in the US and now plans to keep working from Canada. That is an immigration story. It's also a staffing, operations, and systems problem for any compan...
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If you want to host a side event during TechCrunch Sessions: AI Week, the deadline is tonight at 11:59 p.m. PT. There’s no application fee, and events run during the conference week of June 1 to June 7 in Berkeley. On paper, this is standard conferen...
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Anthropic CEO Dario Amodei has put a deadline on one of AI’s hardest open problems. By 2027, he wants tools that can inspect large models reliably enough to catch dangerous behavior before deployment. That matters because model evaluation is still mo...
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OpenAI is selling GPT-4.1 on better instruction following. For teams building coding assistants, support agents, and internal tools, that matters. It probably delivers. The audit story is less tidy. Independent testing cited by TechCrunch suggests GP...
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Character.AI has unveiled AvatarFX, a video generation model built to animate chatbot characters from either text prompts or still images. It's in closed beta for now. The pitch is simple: take a static avatar, give it a script, and render a speaking...
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Sam Altman said this week that “please” and “thank you” have cost OpenAI “tens of millions of dollars” in compute. It was a joke, mostly. It was also a blunt summary of how LLM economics work. Extra tokens cost money. At ChatGPT scale, even a little ...
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OpenAI is moving ChatGPT further from the old search-box model. The new feature, Memory with Search, lets ChatGPT use details saved from past conversations to rewrite web queries before they go out. Ask for “restaurants near me,” and if it knows you’...
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Abacus AI has added a new “generalist” agent called Deep Agent to its Chat LLM product. The idea is straightforward: give it a task, let it work through tools like Gmail, Jira, or Slack, and get back something finished. A dashboard. A report. A draft...
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OpenAI reportedly tried to buy Anysphere, the company behind Cursor, before moving into acquisition talks with Windsurf at roughly $3 billion. That sequence matters more than the deal chatter. It suggests OpenAI is looking past the most popular codin...
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OpenAI’s GPT-4.1 prompt guide matters because it clears out a lot of the bad habits people picked up with older models. You no longer have to lean on ALL CAPS, threats, bribes, or bizarre instruction stacks just to get basic compliance. GPT-4.1 follo...
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OpenAI says its latest models, including o3 and o4-mini, now use a new safeguard aimed at one of the worst misuse cases for AI: helping with biological or chemical harm. Blocking dangerous prompts is standard practice by now. What stands out here is ...
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OpenAI’s latest model release matters because o3 and o4-mini look better at doing work, not just describing how they’d do it. The headline is tool use. These models can call Python, browse, inspect files, work through codebases, and handle images whi...
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Hugging Face has acquired Pollen Robotics, the French startup behind the humanoid robot Reachy 2. The significance is straightforward: the biggest open-source AI platform now has an actual hardware foothold. Hugging Face has been moving this way for ...
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The hype cycle mangled prompt engineering. For a while it was sold as a bag of secret tricks. Then the backlash went too far and treated it like a temporary skill better models would wipe out. For teams working with GPT, Claude, Gemini, Copilot, or i...
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OpenAI has released a new API-only model family: GPT-4.1, GPT-4.1 mini, and GPT-4.1 nano. The headline numbers are straightforward: up to 1 million tokens of context across the lineup, better coding performance than GPT-4o, lower latency, and much lo...
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Ask ChatGPT, Gemini, Claude, or an open model a simple question about a person, a company policy, or your own internal docs, and you'll often get different answers. That's normal. These systems were built with different data, retrieval setups, and pr...
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Meta’s default Llama 4 Maverick model is ranking below top rivals on LM Arena, the crowd-ranked chat benchmark model vendors love to cite when it goes their way. The model in question is Llama-4-Maverick-17B-128E-Instruct, the vanilla instruct-tuned ...
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Google has introduced a new Agent-to-Agent, or A2A, protocol alongside updates to its Agent Development Kit. The goal is straightforward: let AI systems work with each other as software actors instead of treating every workflow like a single chatbot ...
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OpenAI gave a clearer picture of GPT-5 this week. The notable part is the release strategy. The company is adjusting it in public. Sam Altman said OpenAI has been working on GPT-4.5 for nearly two years. He also said GPT-5 ended up more capable than ...
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A group of former OpenAI employees has filed an amicus brief supporting Elon Musk’s lawsuit against OpenAI. Their argument is that the company’s move toward a for-profit structure could break the mission it used to recruit employees, researchers, and...
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Meta has two problems right now, and they’re tied together. One is credibility. Meta introduced new Llama models including Scout, Maverick, and the still-training Behemoth, then ran into questions about how some of its benchmark results were presente...
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Andy Jassy is making a straightforward case: companies need to spend hard on AI now. Not on a few model APIs bolted onto old products. On the infrastructure underneath it, and on the product decisions that determine where AI actually belongs. Amazon ...
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Google has a new pitch for developers tired of stitching together agent demos from half a dozen frameworks: use its Agent Development Kit, or ADK, and keep the system in one place. That pitch lands because agent tooling has been messy for a while. La...
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Google has launched Firebase Studio, a browser-based coding environment that combines a VS Code-style editor, Gemini chat, app hosting, and one-click deployment inside the Firebase stack. That matters because the AI coding field is already crowded. C...
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Convex has a new AI coding tool called Convex Chef. You describe an app in plain English, and it generates a working full-stack project on Convex’s backend stack, with auth, database wiring, and deployment already set up. That pitch is crowded. Plent...
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Google has released the Agent Development Kit, or ADK, an open-source framework for building AI agents, including multi-agent and multimodal systems. The pitch is straightforward: stop building agent apps like custom prompt rigs held together with ca...
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AI labs keep releasing models that do better on multi-step math, coding, planning, and tool use. Fine. Testing them now costs a lot more than testing the older straight-to-answer models. That matters. Benchmarking is still one of the few ways to chec...
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Google left Cloud Next with its usual stack of AI announcements, but a few stand out for people who actually have to ship things. The headline model is Gemini 2.5 Pro Experimental, which Google calls its strongest reasoning model so far. More interes...
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“Agent” has become one of the sloppiest words in AI marketing. A chatbot gets called an agent. A scheduled automation with an LLM attached gets called an agent. A retrieval system gets called an agent because it sounds better on a slide. For develope...
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Google has added Deep Research to Gemini 2.5 Pro for Gemini Advanced subscribers, and this version of the “AI agent” pitch is at least tied to a real task. The feature is live now for paid users in about 150 countries and 45 languages. You give Gemin...
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Artisan just raised a $25 million Series A for its AI sales platform, built around an outbound sales agent called Ava. The company is still hiring people too. That tracks. The slogan got attention. The actual product is narrower. Artisan broke throug...
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GenSpark Super Agent is getting attention because it seems to run the full agent loop quickly and package the result better than a lot of rivals people already know, including Manus AI. Based on the demo and the comparisons circulating online, GenSpa...
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Sage Future, a nonprofit focused on effective giving, is reportedly using autonomous AI agents to run parts of real fundraising campaigns. This is ongoing operational work tied to outreach, campaign planning, research, shared documents, and social po...
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Microsoft used its 50th-anniversary event to keep pushing the same big idea: Copilot should live inside actual work, not sit off to the side as a branded chat box. For developers, the main news was the wider rollout of GitHub Copilot agent mode in Vi...
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Moonvalley has raised another $43 million, according to an SEC filing first reported by TechCrunch. In a crowded AI video market, that points to a more specific bet than the usual demo-first startup pitch. Investors still want AI video. But they seem...
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Amazon has added two new generative media models to its AI stack: Nova Canvas for image generation and Nova Reel for video generation. Both run inside Amazon Bedrock, which says a lot about how AWS wants this to be used. The company is treating visua...
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Meta and Google are pushing toward the same practical goal for large models: bigger context windows, better handling of mixed workloads, and less need for developers to split every task into tiny pieces. That sits behind Meta’s Llama 4 family and Goo...
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Meta has released two new Llama 4 models, Scout and Maverick. The headline is simple enough: these are the company’s first open-weight, natively multimodal models built on a mixture-of-experts architecture. That matters. Open-weight multimodal models...
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