Karpathy's Autonomous ML Lab, Sleeper Cells in LLMs, and Andrew Ng's Context Hub - 📚 The Tokenizer Edition #19

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Mar 11 • Sairam Sundaresan

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February 2026

Accio Insights: The Marauder’s Map of the ML World

A deep dive into the swiss army knife of machine learning

Published on The Palindrome • Feb 25

Karpathy's microGPT, Jeff Dean's Pareto Frontier, and the LLM Course - 📚 The Tokenizer Edition #18

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Feb 19 • Sairam Sundaresan

15

Google's Viral Paper Banana, How to Systemize Claude Code, and Stanford on Agents & RAG - 📚 The Tokenizer Edition #17

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Feb 11 • Sairam Sundaresan

13

2

DeepSeek's Human-Like Vision, Chip Huyen's AI Tools Site, and Stanford's Updated LLM Course - 📚 The Tokenizer Edition #16

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Feb 3 • Sairam Sundaresan

18

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January 2026

Tencent Compresses Reasoning 3-4x, Robots Master 35,000 Hours of Human Data, and Anthropic's Evaluation Framework - 📚 The Tokenizer Edition…

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Jan 26 • Sairam Sundaresan

7

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NVIDIA Fixes Multi-Reward RL Collapse, Video Agents Lose Their Train of Thought, and LLM Benchmarks That Judge Themselves - 📚 The Tokenizer…

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Jan 19 • Sairam Sundaresan

8

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The Last Mile is Always Human

What's next for Gradient Ascent (looking back and ahead)

Jan 4 • Sairam Sundaresan

15

1

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December 2025

Andrew Ng on Navigating AI Careers, DeepMind CEO on Gemini 3, and Microsoft's Agent Curriculum: The Tokenizer Edition #13

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Dec 20, 2025 • Sairam Sundaresan

10

1

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OpenAI's Agent RL Secrets, Learn RAG From Scratch, and How 1% Fake Data Replaces 28% of ImageNet: The Tokenizer Edition #12

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Dec 13, 2025 • Sairam Sundaresan

10

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Ilya on the Scaling Limits, Build DeepSeek From Scratch, and Why Agents Fail 80% of Real Tasks: The Tokenizer Edition #11

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Dec 6, 2025 • Sairam Sundaresan

17

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November 2025

Google Dismantles Deep Learning, VLMs Ditch Text for Vision, and Karpathy Builds AI Juries: The Tokenizer Edition #10

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Nov 29, 2025 • Sairam Sundaresan

13

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