Tag: ai
All the articles with the tag "ai".
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Inside the Bellman loop: how value actually propagates
Published: at 07:00 PMBellman equations are usually introduced recursively, and the recursion misleads programmers. The runtime is closer to iterative graph relaxation — value sweeping backward through a state graph until it stops moving.
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Inside Microsoft Agent Framework Harness Providers
Published: at 11:00 AMAn LLM in a loop is not enough for production work. This post breaks down the six problems every agent harness must solve — working memory, shared file access, plan/execute modes, task tracking, parallel sub-agents, and tool approval — and how the Microsoft Agents Framework implements them.
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Inside the ReAct loop: how agents actually iterate
Updated: at 11:00 AMWhat actually happens inside one iteration of the ReAct loop — why the model is stateless, how the transcript grows, when the loop exits, and why the harness around the model is where the engineering value lives.
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The Protocol Layer: Watching the Theory Play Out in Real Time
Published: at 11:00 AMGoogle's developer guide to AI agent protocols is framed as a tutorial. Read it through a Coasean lens and it's something more interesting — live evidence that the transaction costs making firms necessary are being eliminated, layer by layer, in the open.