AI Agents
Will Unlocking My Nvidia GPU Make Local AI Faster?
You run a model at home with Ollama. Replies come out at a steady crawl, word by word. Then you see a…
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AI AgentsCan AI really predict stock prices?
Can AI predict stock prices? On 30 real Bitcoin forecasts, the open source Kronos model missed by about 3% a day ahead,…
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AI AgentsWhat did Microsoft actually add on 19 October to stop a rogue agent?
Microsoft did not ship a smarter model on 19 October. It described a badge that starts empty, a risk score that moves…
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AI AgentsDoes harness2 Need an API Key?
harness2 does not need an API key for its local demo. I ran it with no key and a 0.0 cost field,…
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AI AgentsCan 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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