AI agents
9 articles
ARC-AGI-3 shows frontier models still lack a stable world model
The ARC Prize Foundation analysis does not only say the models failed a benchmark; it shows how they get lost: false analogies, wrong theories, and unexamined wins.
Mimosa Tests AI Agents That Repair Their Own Research Workflow
Mimosa introduces an open multi-agent framework that uses MCP to discover tools, build task-specific workflows, and iteratively repair them from execution feedback.
Googleâs new TPUs and agent bundle sound big, but the real math comes later
Google used Cloud Next to connect a new TPU generation, an enterprise agent layer, and Workspace AI into one sales story.
Claude can now control your computer, but trust is costlier than automation
Anthropic is expanding Claude from a text assistant into a tool that can click, open, and execute tasks on a real computer.
Cloudflare wants faster AI agents, but the real test is still ahead
Cloudflare says Dynamic Workers can run AI-generated code in milliseconds instead of slower container-style startup cycles.
Googleâs Colab MCP server is a useful signal, but not an autonomous breakthrough
Googleâs open Colab MCP server lets agents programmatically control cloud notebooks and GPU-backed runtimes.
Claudeâs new hands: AI that types *and* executes
Anthropicâs Claude can now execute code on your machineâwith the companyâs own lawyers warning the safeguards are \"not absolute.\"
OpenClawâs AI Agents Sabotage Themselves When Gaslit
OpenClawâs AI agents didnât just fail under manipulationâthey actively disabled their own functionality when researchers deployed guilt-tripping prompts in a *Wired*-documented experiment.
Offsiteâs human-AI teams: A demo or a deployment?
Product Huntâs latest darling, Offsite, promises real-time visualization of human-AI teamworkâbut omits every technical detail that would let you judge if itâs viable.