an agent in every cup

collecting bits & bobs about building alliances with other intelligences

Think First, AI Second

QwQ: Reflect Deeply on the Boundaries of the Unknown

Nearly all popular consumer software has been trending towards minimal user agency, infinitely scrolling feeds, and garbage content.

Ivan Vendrov • The Tyranny of the Marginal User

What is Model Context Protocol (MCP)? How it simplifies AI integrations compared to APIs | AI Agents That Work

Norah Sakal norahsakal.com

Effectiveness of Mastery Learning Programs: A Meta-Analysis

The article presents a meta-analysis of mastery learning programs, evaluating their effectiveness in improving student learning outcomes and academic performance compared to traditional instructional methods.

uky.edu

The 2025 AI Engineering Reading List

Andrej Karpathy latent.space

GitHub - m-bain/whisperX: WhisperX: Automatic Speech Recognition with Word-level Timestamps (& Diarization)

github.com

Chroma Docs

docs.trychroma.com

16x Prompt - AI Coding with Advanced Context Management

prompt.16x.engineer