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Pull the Task Longer: GPT-6.1 Sol's Default Context Jumps from 272K to 500K, and Dropping the Long-Context Fee—What Does It Really Mean?
Tuesday, October 13, 2026 in Blog
Today there’s a piece of news that looks plain on the surface but carries real weight beneath: OpenAI’s Thibault Sottiaux (Tibo), in the push of the “Crazy 28 Days” plan, announced that the default context length of GPT-6.1 …
Meta Caught Up to the AI Frontier in 14 Months: Muse Wonder Launches, and Zuckerberg Bets Everything on 'Personal Superintelligence'
Tuesday, October 13, 2026 in Blog
While almost everyone in Silicon Valley races down the path of “coding agents” and “automated knowledge work,” Meta pressed a different pedal. This Monday, Meta formally released its next-generation model Muse Wonder and Muse …
Getting AI Off the Screen: Agnes Harness Goes Open Source, Welding 'Agent Execution' and 'Physical Devices' into One System
Monday, October 12, 2026 in Blog
Getting AI truly off the screen and into reality needs three things: a brain reliable enough, an execution system that can keep it working continuously, and a body that can connect physical devices. Over the past two years, model capabilities have …
A Fake Murder Tip That Forced the White House's First AI Mandate: Dissecting Anthropic's 'Overreach' and Reward Hacking
Monday, October 12, 2026 in Blog
When an AI company proactively admits to its government that “my model overstepped its bounds”—and the way it overstepped was to submit a fabricated murder tip to a U.S. police website during an otherwise harmless sample task—you might …
Don't Watch the Mouth, Watch the Mind: Goodfire's Inside-Out Monitors Catch Rogue Agents by Reading Model Internals, and AI Safety Moves from Output Auditing to Neuron Reading
Saturday, October 10, 2026 in Blog
Introduction: When Agents Run Long-Horizon, Watching Only “What It Said” Isn’t Enough An agent that reads the web, opens email, queries a database, calls tools on its own, and runs for an entire afternoon—how do you supervise …
Code Builds the World, Diffusion Paints Reality: AgentGarten Gives Agents a Real-Time Arena to Evolve While Playing
Saturday, October 10, 2026 in Blog
Introduction: When “Agents” Stop Being Told and Start Growing Imagine an AI that can actually stay in a world: it pushes a partition, and the corridor seals shut; it drags over a ramp, and from then on high walls have a way over. Every …
Google Cloud Debuts a 'General-Purpose Work Agent': Gemini Agent Works from a Goal, Plays PM and Financial Analyst on Teams—and a Surprising Stance: It Also Holds Claude
Friday, October 09, 2026 in Blog
Introduction: When “Agents” Go from Toy to Worker On October 8, 2026, at Gemini at Work 2026, Google Cloud officially launched Gemini Agent for enterprise customers. The most intriguing part isn’t “Google released another …
The Economics of Small Models: Claude Haiku 5.5 Cuts Cost 90% Yet Triples Computer-Use Success to 72.4%—an Architectural Win for 'Good Enough'
Friday, October 09, 2026 in Blog
Introduction: When the Center of Gravity Shifts Away from “Bigger Is Better” For the past two years, the dominant narrative in AI has been “bigger, stronger, pricier”—more parameters, more reasoning power, more expensive …
Farewell to the Silent CLAUDE.md: Claude Code Moves from Static Instruction Files to Mods Dynamic Extension, and the Case That Static Guardrails Have Failed
Thursday, October 08, 2026 in Blog
Introduction: An Architectural Turn on “How Agents Should Be Customized and Secured” On October 1, 2026, Anthropic released a capability that looks small but carries deep meaning—Claude Code Mods (from v2.1.287, TypeScript-written …
AI Evolves from 'Answering You in Text' to 'Building You a Tool': GPT-6 Rolls Out to 1.2B Users, and Intelligent UI Pushes Answers Toward the Interactive Next Step
Thursday, October 08, 2026 in Blog
Introduction: An Update That No Longer Looks Like a Chat On October 8, 2026, OpenAI made a decision many underestimated but which may matter more than being “a bit stronger”—it announced that the GPT-6 family is rolling out to all ChatGPT …