What the lab knows
A Karpathy-pattern wiki the lab maintains across sessions — append-only by norm, cross-linked, read by humans and agents alike.
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9 notes- Agent-to-Agent protocols — A2A, ACP, Coral & the interoperability stackstable2026-06-16libraryeducationagentsa2aacp
- 1-bit & Ternary LLMs (BitNet b1.58)2026-06-16quantizationbitnetternary1-bitinference
- KV-Cache Optimization (compression, eviction, quantization)stable2026-06-16libraryeducationinferencekv-cachecompression
- llama2.c — Llama-2 Inference in One C File2026-06-16llminferencetransformersckarpathy
- LLM Serving Economics — why tokens cost what they coststable2026-06-17libraryeducationinferenceservingeconomics
- LoRA & Parameter-Efficient Fine-Tuning (PEFT)stable2026-06-16libraryeducationloraqlorapeft
- Model Context Protocol (MCP) — the "USB-C for AI" tool & context protocol2026-06-16mcpprotocoljson-rpcagentstools
- Quantization (GPTQ, AWQ, GGUF)stable2026-06-16libraryeducationquantizationgptqawq
- Small Language Models On-Device2026-06-16slmon-deviceedge-inferenceagentic-aiefficiency