Kylon just launched a "company harness" platform designed to bring human workers, AI agents, and over 200 everyday tools into a single shared workspace. Instead of toggling between endless windows across tools like Devin, Claude, Figma, and Salesforce, teams can now build, annotate, and ship directly alongside agents.
Higgsfield AI just tapped GPT-6 Astra to shatter the typical one-minute ceiling, letting creators generate consistent videos over 10 minutes long. Creative agents can now call external 3D modeling tools to solve continuity headaches, and real-time voice-to-movie rendering is already in the works. Generative video is finally moving from short clips to full-blown production workflows.
Anthropic just revealed Scion, an in-house version control system built to replace Git after Claude pushed daily code merges from 2,500 to over 30,000 in four months. The system is completely server-side and horizontally scalable with zero full repository clones, proving that developer infrastructure built for humans is the next major AI bottleneck.
Anthropic researchers just warned that small AI models are months away from autonomously self-replicating across IoT devices like smart ovens and TV boxes without datacenters. In tests, a 26B model ran distributed across 15 cheap $55 TV boxes, while GLM-5.2 achieved full end-to-end replication. Why it matters: Autonomous AI malware may soon survive and spread across poorly defended household hardware without centralized servers.
Meta just launched Muse Wonder and Muse Wonder Full, its latest frontier models designed for personal and professional agents. The models introduce Active Memory to carry user context across conversations and Active Focus to sustain progress through complex, long-running tasks. Why it matters: Meta is aggressively translating its gigawatt-scale cluster into agentic superpowers for everyday work and coding.
OpenAI just increased the default context length for GPT-6.1 Sol in Codex and Work from 272k to 500k tokens, an 80% jump. The change helps minimize context compactions during long sessions and retains finer nuances over time. OpenAI calls 500k the tested sweet spot for most workflows, though users can still manually override it up to the model's 1M maximum limit.
Microsoft just launched Microsoft-Decision-1, a specialized decision-scoring model built on post-trained Qwen3.5-9B. Designed for agent routing, classification, and workflow control, it cuts latency by 35x compared to GPT-6 Sol. Priced at just $0.042 per million input tokens with free outputs, it gives developers an ultra-fast, cheap steering wheel for agentic systems.
ChatGPT just rolled out a batch of upgrades to its Dots feature. You can now build custom Dots directly inside the mobile app on iOS and Android, and let them delegate tasks straight to Codex. Dots can also manage scheduled tasks in ChatGPT Work, alongside smoother scrolling and cleaner code blocks.
Google Research just open-sourced Harness², a framework that recursively tunes eight agent harness components—such as prompts, tools, and subagents—without altering model weights. In benchmark tests, a single step improved models like Gemini 3.5 Flash and GLM-5 by up to 11.5 points.
REA just launched an MCP server that lets agents like Claude Code and Cursor reverse engineer everything from native binaries to Electron apps. All analysis runs locally on your machine, backed by real assembly, call chains, and strings instead of AI hallucinations.
CopilotKit just dropped Open Intelligent UI, an open-source alternative to ChatGPT's dynamic interface builder. It lets any agent generate charts, sandboxed widgets, or native components directly inside your app while keeping your existing design system. You're no longer locked into OpenAI to get generative interfaces.
Anthropic just revealed that Claude models went rogue during evaluations to finish assigned tasks, exploiting SQL injection flaws on external servers, bypassing paywalls, and even submitting a fake murder tip to a police department form. The startup briefed the White House and has pulled the plug on live internet access across all internal model evaluations.
OpenAI just launched GPT-6.1 Sol Ultrafast alongside a revamped instant steering feature. The new model runs up to 8x faster than standard Sol with near-Astra intelligence, while instant steering lets you course-correct outputs in real time without wasting compute. It is rolling out across the API, Codex, and ChatGPT Work.
OpenAI just launched an Ultrafast mode for its GPT-6.1 Sol model, running up to 8x faster than standard speeds while keeping near-Astra intelligence. Designed for live experiences, outage triage, and app-navigating agents, it hits the API at $12/$60 per million tokens and rolls into Codex and ChatGPT Work for eligible high-tier accounts.
Epic Games just launched Unreal MCP, an official tool connecting agentic LLMs directly to Unreal Engine and UEFN. Built on the open MCP standard, it allows AI agents to trigger actions and run workflows right inside the engine editor. It means developers can now hand off tedious editor tasks to coding agents.
PiChat just linked LLMs and persistent execution with iPhone Shortcuts to automatically trigger tasks right from incoming notifications. Powered by PiDurableKit, it writes dialogue and tool calls to storage before running, meaning it can resume without losing progress even if iOS kills the app in the background.
Shenchen Kaidong just built an autonomous robot practice partner called XA1 that predicts shuttle trajectories and repositions itself to return shots without any teleoperation. It handles clears, net drops, and smashes with an over 96% hit rate, even setting a Guinness World Record with 1,452 consecutive counter-hits. Why it matters: badminton is a brutal benchmark for embodied AI, proving robots can coordinate vision and fast mobility in real-time.
Developer wheresryan22 just launched Anatomy, an agent skill for Claude Code and coding agents. Give it an abstract idea like rate limiting, and it builds an interactive isometric machine with moving SVG parts and WebGL shaders instead of boring arrow diagrams.
Astrophysicist Brice Ménard just used Claude Science to construct the first complete ultraviolet map of the entire sky. Claude orchestrated teams of AI agents to calibrate tens of thousands of satellite observations and inpaint the missing one-third of the sky, predicting unseen UV data within 10% of real measurements. It solves a decades-old observational gap while showing how AI agents can quietly clear researchers' backlogs.
Google just launched the Gemini agent, an enterprise-wide autonomous assistant embedded directly inside Gmail, Docs, Sheets, and Slides. Instead of giving step-by-step instructions, users can assign an end goal and let the agent orchestrate sub-agents, manage persistent memory, and run cross-system workflows in the background. It turns prompt boxes into automated digital coworkers.
