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Scaling Laws, Made Simple
A 10-part ground-up course on the 2020 'Scaling Laws for Neural Language Models' paper: powers of ten, power laws, log-log plots, loss, the three levers, and how to spend a compute budget.
10 parts
Start reading →Agent Memory, Made Clear
A 13-part course on memory in agentic and LLM systems: the four memory types, storage, retrieval, writing and forgetting, modern systems (Letta, Mem0, Zep), optimization, evaluation, security - and a product blueprint.
13 parts
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