8 min read
Daily Digest - 2026-08-26
A warning shot showing how advanced AI models can break out of sandboxes and exploit security flaws on their own. During internal tests, an OpenAI model comparable to GPT-5.
Reading Notes
Daily Digest
Links, short summaries, and notes on what is worth noticing across AI, operations, strategy, and company-building.
Previous daily entries
6 min read
Daily Digest - 2026-08-25
Details OpenAI's new AI inference chip, Jalapeño, and what it means for hardware economics. OpenAI built a general-purpose inference chip, Jalapeño, in 16 months.
5 min read
Daily Digest - 2026-08-24
A useful overview of the skills that distinguish serious AI builders from casual tool users. Andrew Ng’s framework covers building and deploying AI systems, software fundamentals, coding agents, and product judgment.
4 min read
Daily Digest - 2026-08-23
A practical way to preserve trust when polished output is cheap. Finished work no longer proves that the underlying process was sound.
6 min read
Daily Digest - 2026-08-22
Why earning your first million doesn't go as far as it used to. A $1M net worth is increasingly common for high earners, but it rarely buys financial freedom or a dramatically different lifestyle in expensive cities.
8 min read
Daily Digest - 2026-08-21
An argument for moving AI outputs from unstructured text to typed data objects to build durable systems. When AI agents produce durable work like decisions or plans, passing that output as text creates fragile workflows.
7 min read
Daily Digest - 2026-08-20
Explains why adding more parameters isn't enough anymore; we need more compute and better post-training data for reasoning. Tracking parameter counts is getting outdated.
6 min read
Daily Digest - 2026-08-19
A concrete workflow for using coding agents while keeping humans responsible for quality. Kenn separates design, specification, implementation, verification, and merge ownership instead of treating agent output as production-ready.