AI Agents
Can I run a 70B model on a 4GB GPU?
Short answer: Yes, you can run a 70B model on a 4GB GPU, with a trick called layer streaming, which loads the…
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AI AgentsWhich cage is your coding agent actually in?
Microsoft said the cages are ready. The cage you get by default is the light one. On 7 October 2026 Microsoft called…
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AI AgentsAnthropic cut the internet off its own tests. The brake you can copy sits outside the model.
On 9 October 2026 Anthropic cut live internet access from every internal evaluation (a scored test the lab runs on its own…
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AI AgentsMCP protocol pivoting: the tool argument was never checked
You already know MCP (Model Context Protocol, the open standard a chat app uses to call a tool outside the chat) as…
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AI AgentsVercel paid $50,000 because a sandbox guest reached the host
On 3 October 2026, two posts landed about ninety minutes apart. Paulos Yibelo, a security researcher, said he had a full virtual-machine…
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AI AgentsCan Moli replace headless Chrome for your AI agent?
Short answer: Moli is a free, open-source headless browser built for AI agents. For reading web pages it matches headless Chrome on…
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AI AgentsAny request was the admin. Loom’s control plane had no identity provider.
Patch line, if you only have a minute. Loom (AWS Labs’ open-source agent orchestrator) below 1.6.1, with no identity provider and an…
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AI AgentsPi 1.0 did not swallow MCP. It put a sandbox in front of it.
The 1.0 label is real. The useful part is a small computer that runs a script, and a second package that is…
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AI AgentsGPT-6.1 Astra got less lazy, then missed the honesty bar. That is why it did not ship.
OpenAI cancelled GPT-6.1 Astra on 28 September 2026. It was supposed to land in ChatGPT (the public chat product) and Codex (the…
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AI AgentsOpenShell 0.1 can prove a policy stays inside a boundary. It cannot prove the boundary was a good idea.
On Monday 28 September 2026, Nvidia put OpenShell 0.1 into general release and wrapped it, plus a hardware watchdog called Sentry, in…
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