From Neural Networks to Agents — Slides | Original

Home 2026.04

Planning to give a talk titled “From Neural Networks to Agents” in an engineering group at my company in the next few weeks. Wrote these slides to walk through:

  1. Neural networks from scratch — MNIST, backprop, dimensions
  2. Transformers & GPT — Q/K/V, attention, multi-head
  3. nanoGPT training on H200 — FineWeb, I/O bottlenecks
  4. Claude Code tips — precise input, paste-don’t-describe
  5. Agents — OpenClaw & Hermes — exec as first-class, tool calls at machine speed

Slides (Marp): PDF · Preview PDF

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