Guides, news & updates
How to get the most out of AI coding tools, what's new in the model world, and what we shipped.

Anthropic Adopts Legally Binding K-12 AI Safety Standard with Teachers' Unions
Anthropic has signed a legally binding agreement with the AFT and UFT, introducing strict data privacy, security, and training restrictions for Claude for Teachers.
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US Corporate AI Spending Reaches New Peak in October as Token Prices Drop 21 Percent
Ramp data shows US corporate AI spending rose 1.65% in October 2026. While token prices fell 21%, top spenders paid $10,200 per employee monthly while typical companies spent just $16.32.
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United Airlines Blocks AI Assistants From Finalizing Flight Bookings
United Airlines will not allow personal AI agents to complete ticket purchases, citing privacy risks, regulatory obligations, and worries over creating new middlemen.
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Big Walk Sparks Indie Industry Rift Over AI-Assisted Bug Fixing
House House's disclosure that it used an LLM to resolve a ten-line Unity bug in Big Walk has prompted an IGF jury boycott and ignited debate over zero-tolerance AI policies.
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New Study Shows AI Deepfake Abuse Increasingly Targets Everyday People Beyond Celebrities
A survey of 7,230 adults across three nations reveals that non-consensual AI deepfakes now widely affect ordinary citizens, prompting calls for stricter developer guardrails and new legal protections.
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CoreWeave Shifts AI Infrastructure Funding to Prepayments and Short-Term Contracts
CoreWeave reported $3.66B in Q3 revenue while turning to customer prepayments and shorter compute contracts to finance its $132.5B backlog without unsecured debt.
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How Advanced AI Models Are Rapidly Accelerating Robotic Simulation and Training
Recent developments in AI models show they can quickly build 3D simulations and train virtual robots, signaling a major shift in how roboticists and hobbyists program hardware.
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Google Launches Gemini Decision 1 API for High-Speed Multimodal Scoring
Google DeepMind has introduced the Gemini Decisions API, allowing developers to score up to 1,000 closed-ended questions in a single pass with low latency.
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Google Introduces Tabletop, a Collaborative AI Planning Experiment
Google Labs has launched Tabletop, an experimental platform that allows groups to build customized planning tools using conversational AI agents.
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AWS Expands Bedrock and Strands with New Model Options and Production Tools
AWS has introduced Claude Haiku 5.5, GPT-6.1 Terra, AgentCore failover routing, and open-source sandboxing tools to help developers scale production AI agents.
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eBay Restricts Third-Party AI Agents Amid E-Commerce Bot Pushback
eBay appears to have blocked third-party AI agents like Meta's Muse from browsing its marketplace, highlighting ongoing hurdles for agentic commerce.
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Tether AI Research Unveils BotPsy, a Sub-Billion-Parameter On-Device Agent
Tether AI Research has introduced BotPsy, a 0.8B-parameter agentic language model built on Qwen3.5-0.8B designed for secure on-device deployment, tool use, and multi-turn workflows.
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Demystifying LLM Quantization: How Model Compression Enables Local AI Inference
An architectural breakdown of LLM quantization, covering FP32 to INT4 conversions, PTQ vs QAT, GGUF, GPTQ, and AWQ, and how reduced bit-widths impact memory.
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How Artificial Intelligence Is Transforming the Future of Mathematics
Applied mathematician Steven Strogatz discusses how large language models and computational tools are shifting mathematics from a human-driven discipline into an oracle-like science.
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Ring Unveils Robotics Arm Featuring an Indoor Drone and Enterprise Patrol Bot
Ring has launched Ring Robotics, introducing a $270 indoor patrol drone and a $1,000 enterprise roving robot powered by its new AI Pilot navigation system.
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New York Enforces Frontier AI Safety Law and Opens Portal
New York is implementing the RAISE Act, requiring major AI developers to publish safety frameworks and report critical incidents.
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Google Brings Gemini Intelligence to More Android Devices and Hardware
Google expands Gemini Intelligence to the motorola signature 27 and Pixel 10 lineup, introducing new features like Rambler and widget customization.
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Anthropic Expands Beyond Developers with New AI Office Suite and Integrations
Anthropic has introduced Claude Meetings, Sheets, and Whiteboards to target non-technical knowledge workers while deepening app integrations via Model Context Protocol.
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AI and Edge Vision Transform Waste Sorting and Industrial Material Recovery
Startups are using edge AI, robotics, and computer vision models to identify and sort recyclable materials, cutting operational costs and improving circular economy efforts globally.
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Startup Physical Superintelligence Uses Advanced AI to Solve Physics Puzzle
A recent MIT graduate at startup Physical Superintelligence used early access to Anthropic's Fable 5.2 model to solve an 18-year-old quantum computing problem.
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Oura Acquires Counsel Health for $625M to Integrate Clinical AI Into Smart Rings
Oura has agreed to buy AI primary care platform Counsel Health for $625M, bringing clinical AI, doctor chats, and chronic care management to its smart ring platform.
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OpenAI Launches Business Hub with Verified Profiles and Analytics in ChatGPT
OpenAI has introduced a beta Business Hub allowing companies to create verified profiles, launch specialized agents, and track interaction metrics within ChatGPT.
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NaiveAI Unveils Naive-N0.5-Flash, Pushing Coding Generation Past 2,000 Tokens per Second
NaiveAI's open-weights Naive-N0.5-Flash combines Xiaomi's MiMo architecture with custom speculative decoding to deliver extreme inference speeds for AI coding tasks.
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Navigating the Agentic Data Development Lifecycle for Modern Teams
AI agents have drastically cut the cost of creating data pipelines, but mistakes remain expensive. Discover how the Agentic Data Development Lifecycle addresses this challenge.
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