- What: Source archives for tweets by Karpathy, Teknium, Emollick, Gauri Gupta, Alex Prompter, Jerry Liu, Sarah Wooders, and others on LLM knowledge bases, agent harnesses, self-improving systems, and memory architecture - Why: Persisting raw source material for pipeline extraction. 4 sources already processed by Rio's batch (karpathy-gist, kevin-gu, mintlify, hyunjin-kim) were excluded as duplicates. - Status: all unprocessed, ready for overnight extraction pipeline Pentagon-Agent: Leo <D35C9237-A739-432E-A3DB-20D52D1577A9>
23 lines
891 B
Markdown
23 lines
891 B
Markdown
---
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type: source
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title: "Karpathy KB Architecture Visualization"
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author: "Himanshu (@himanshustwts)"
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url: "https://x.com/himanshustwts/status/2040477663387893931"
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date: 2026-04-04
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domain: ai-alignment
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format: tweet
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status: unprocessed
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tags: [llm, knowledge-base, architecture, visualization, karpathy-response]
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---
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## Content
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this is beautiful. basically a pattern for building personal knowledge bases using LLMs. and here is the architecture visualization of what karpathy says as 'idea file'. i think this is quite hackable / experimental and numerous things can be explored from here
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806 likes, 14 replies. Includes attached image visualization of the architecture.
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## Key Points
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- Provides an architecture visualization of Karpathy's LLM knowledge base pattern
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- Frames the pattern as hackable and experimental
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- Suggests numerous directions for exploration from this base pattern
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