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The Decoder·

OpenAI's Astra cracks ten long-unsolved math problems for $2,000 in compute

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59:48
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[1hr Talk] Intro to Large Language Models

Andrej Karpathy
Tech Forum·

Show HN: I rewrote an entire RSS parser in Rust

342 points · 187 comments · by ingve
Paper · arXiv · 2023

Retrieval-Augmented Generation for Large Language Models: A Survey

Yunfan Gao, Yun Xiong, Xinyu Gao et al.

Cited by 1214 · 231 references · PDF available
Stratechery·

The New Aggregation Layer

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AI researchModels, papers, evals42
SemiconductorsSupply chain & process31
Daily readsToday's picks18

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Reasoning models weekly: three schools of thought

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The open web is the richest library humanity has ever built. It is also the most scattered.

Articles, threads, papers, videos — the pieces worth keeping arrive in a dozen apps, written by a hundred thousand people, on a schedule no one controls. Browsers were built for visiting, not keeping: we bookmark and forget, save and never find.

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Two old ideas, one new tool.

1945
The Memex desk plate from Life magazine, September 1945

Vannevar Bush — Memex ↗

Bush imagined a personal, curated store with associative trails between documents. The piece he could not solve: who does the maintenance.

2026
LLM AGENT in the form of a background process reads what you save,files it, links people and ideas, and keeps the wiki growing by itself.

Andrej Karpathy — LLM Wiki ↗

Karpathy named the modern answer: an LLM agent that quietly maintains a compounding wiki while you read. The bookkeeping is the LLM's job.

newsence is the new tool.

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