AI Course/UPDATE_LOG.md

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UPDATE_LOG.md

UPDATE_LOG.md

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Update Log

Append-only history of living syllabus sync runs.

2026-03-21T15:38:53.246Z

  • autoresearch repo updated
    • Source: Andrej Karpathy GitHub
    • Link: https://github.com/karpathy/autoresearch
    • Suggested fit: Weeks 9–12
    • Reason: This fits the product-building and agentic systems track.
  • jobs repo updated
    • Source: Andrej Karpathy GitHub
    • Link: https://github.com/karpathy/jobs
    • Suggested fit: Weeks 9–12
    • Reason: This fits the product-building and agentic systems track.
  • nanochat repo updated
    • Source: Andrej Karpathy GitHub
    • Link: https://github.com/karpathy/nanochat
    • Suggested fit: Weeks 5–9
    • Reason: This connects to attention, GPT workflows, or applied LLM usage.
  • lecun1989-repro repo updated
    • Source: Andrej Karpathy GitHub
    • Link: https://github.com/karpathy/lecun1989-repro
    • Suggested fit: Weeks 1–3
    • Reason: This strengthens the foundations section of the course.
  • LLM101n repo updated
    • Source: Andrej Karpathy GitHub
    • Link: https://github.com/karpathy/LLM101n
    • Suggested fit: Weeks 5–9
    • Reason: This connects to attention, GPT workflows, or applied LLM usage.
  • llama2.c repo updated
    • Source: Andrej Karpathy GitHub
    • Link: https://github.com/karpathy/llama2.c
    • Suggested fit: Bonus / current-events slot
    • Reason: This is relevant but does not cleanly replace a baseline week.
  • Andrej Karpathy on Code Agents, AutoResearch, and the Loopy Era of AI
    • Source: Andrej Karpathy YouTube
    • Link: https://www.youtube.com/watch?v=kwSVtQ7dziU
    • Suggested fit: Weeks 9–12
    • Reason: This fits the product-building and agentic systems track.
  • AI Learned My Email Habits
    • Source: Andrej Karpathy YouTube
    • Link: https://www.youtube.com/shorts/rJ8qEqQyVoU
    • Suggested fit: Weeks 9–12
    • Reason: This fits the product-building and agentic systems track.
  • Why AI Can't Find Your Data
    • Source: Andrej Karpathy YouTube
    • Link: https://www.youtube.com/shorts/PFnvdPCAnsU
    • Suggested fit: Bonus / current-events slot
    • Reason: This is relevant but does not cleanly replace a baseline week.
  • The AI Race Is Winner-Take-All
    • Source: Andrej Karpathy YouTube
    • Link: https://www.youtube.com/shorts/E1bN20MFKIU
    • Suggested fit: Bonus / current-events slot
    • Reason: This is relevant but does not cleanly replace a baseline week.
  • Notion’s Rule for Surviving AI
    • Source: Andrej Karpathy YouTube
    • Link: https://www.youtube.com/shorts/oxi2IJJRqMk
    • Suggested fit: Bonus / current-events slot
    • Reason: This is relevant but does not cleanly replace a baseline week.

2026-03-21T15:58:25.431Z

  • autoresearch repo updated
    • Source: Andrej Karpathy GitHub
    • Link: https://github.com/karpathy/autoresearch
    • Suggested fit: Weeks 9–12
    • Reason: This fits the product-building and agentic systems track.
  • nanochat repo updated
    • Source: Andrej Karpathy GitHub
    • Link: https://github.com/karpathy/nanochat
    • Suggested fit: Weeks 5–9
    • Reason: This connects to attention, GPT workflows, or applied LLM usage.
  • nanoGPT repo updated
    • Source: Andrej Karpathy GitHub
    • Link: https://github.com/karpathy/nanoGPT
    • Suggested fit: Weeks 5–9
    • Reason: This connects to attention, GPT workflows, or applied LLM usage.
  • cpython repo updated
    • Source: Andrej Karpathy GitHub
    • Link: https://github.com/karpathy/cpython
    • Suggested fit: Bonus / current-events slot
    • Reason: This is relevant but does not cleanly replace a baseline week.
  • llama2.c repo updated
    • Source: Andrej Karpathy GitHub
    • Link: https://github.com/karpathy/llama2.c
    • Suggested fit: Bonus / current-events slot
    • Reason: This is relevant but does not cleanly replace a baseline week.
  • jobs repo updated
    • Source: Andrej Karpathy GitHub
    • Link: https://github.com/karpathy/jobs
    • Suggested fit: Weeks 9–12
    • Reason: This fits the product-building and agentic systems track.

2026-03-21T16:32:38.251Z

  • autoresearch repo updated
    • Source: Andrej Karpathy GitHub
    • Link: https://github.com/karpathy/autoresearch
    • Suggested fit: Weeks 9–12
    • Reason: This fits the product-building and agentic systems track.
  • jobs repo updated
    • Source: Andrej Karpathy GitHub
    • Link: https://github.com/karpathy/jobs
    • Suggested fit: Weeks 9–12
    • Reason: This fits the product-building and agentic systems track.
  • nanochat repo updated
    • Source: Andrej Karpathy GitHub
    • Link: https://github.com/karpathy/nanochat
    • Suggested fit: Weeks 5–9
    • Reason: This connects to attention, GPT workflows, or applied LLM usage.
  • nanoGPT repo updated
    • Source: Andrej Karpathy GitHub
    • Link: https://github.com/karpathy/nanoGPT
    • Suggested fit: Weeks 5–9
    • Reason: This connects to attention, GPT workflows, or applied LLM usage.
  • LLM101n repo updated
    • Source: Andrej Karpathy GitHub
    • Link: https://github.com/karpathy/LLM101n
    • Suggested fit: Weeks 5–9
    • Reason: This connects to attention, GPT workflows, or applied LLM usage.
  • minGPT repo updated
    • Source: Andrej Karpathy GitHub
    • Link: https://github.com/karpathy/minGPT
    • Suggested fit: Weeks 5–9
    • Reason: This connects to attention, GPT workflows, or applied LLM usage.