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Articole: 4
  1. Can I Trust My AI?

    I built a sycophancy benchmark for my local AI agent and compared it to frontier models.

  2. Sub-agents aren't specialists — they're disposable, isolated scratchpads for the noisy, expensive, tool-heavy work, handing back only the part that matters and keeping the main thread clean for decisions.

  3. A Swift host process driving an NVIDIA DeepStream graph on a Jetson Orin Nano.

  4. A 229B model and the full agentic loop — agent, memory, orchestration, inference — running on a $4,700 mini-PC instead of a cloud API.