Posts

Writing on AI, machine learning, and things I find interesting.

Three Scenes from AI's Adolescence

Three Scenes from AI's Adolescence

An AI agent publishes a hit piece. A lawyer saves a week of work. Dario Amodei calls this era 'the adolescence of technology.' Three things that happened on the same day.

Feb 13, 2026
aiai-safetyai-agents
Transcribing Grothendieck's Handwriting with AI

Transcribing Grothendieck's Handwriting with AI

Using vision LLMs to make 18,000 pages of handwritten mathematical genius machine-readable

Jan 30, 2026
aiocrmathematics
Capabilities and Intelligence Emergence in LLMs

Capabilities and Intelligence Emergence in LLMs

Exploring how capabilities and intelligence emerge in Large Language Models, through Krakauer and Levin.

Aug 3, 2025
LLMintelligenceemergence
LLM Evaluation Keywords Explained

LLM Evaluation Keywords Explained

A practical guide to x-shot, Chain of Thought, Pass@k, and Majority Voting in LLM evaluation.

Mar 5, 2024
LLMevaluationmachine-learning
LLM Agents for Apps: Pros and Cons

LLM Agents for Apps: Pros and Cons

LLM-based agents in web applications — capabilities, frameworks, and security considerations.

Feb 29, 2024
LLMagentssecurity
RAG vs Fine-Tuning

RAG vs Fine-Tuning

Introduction and resources on Retrieval-Augmented Generation vs. fine-tuning for improving LLMs.

Feb 29, 2024
LLMRAGfine-tuning
A Pipeline to Improve LLMs in Italian

A Pipeline to Improve LLMs in Italian

Building a pipeline to improve LLM performance in Italian through data preparation and fine-tuning.

Jan 25, 2024
LLMItalianfine-tuning
AlphaCodium Prompting Flow

AlphaCodium Prompting Flow

Use this prompting flow technique to improve code quality from LLMs.

Jan 22, 2024
LLMpromptingcoding
Web Cherries — October 2023

Web Cherries — October 2023

Curated links: number storage, renormalization, State of AI 2023, and a bear catching snowflakes.

Nov 1, 2023
linksrandomcurated
Web Cherries — September 2023

Web Cherries — September 2023

Curated links: Feynman on bongos, animal facts, neurocryptography, and more.

Sep 1, 2023
linksrandomcurated