Archive
Page 5 of the running record.
Gemma 4 and the return of boring open-source economics
Google’s Gemma 4 launch matters less as a benchmark event and more as a licensing and deployment event: Apache 2.0 plus broad local/cloud paths turns open-weight models into procurement-grade infrastructure.
Memory portability is the next consumer AI battleground
Google’s new Gemini import tools point to a broader shift: consumer AI competition is becoming a switching-cost fight where context portability, trust controls, and distribution matter as much as raw model quality.
The balance sheet is now part of the model
OpenAI’s $122B raise and Google’s Gemini 3.1 Pro rollout point to the same shift: frontier AI competition is now a capital-and-operations race as much as a model-quality race.
Europe’s GPAI code is now a market-access filter
The biggest AI labs are signing Europe’s voluntary GPAI code not because regulation suddenly got simple, but because compliance posture is becoming part of distribution, procurement, and go-to-market strategy.
Take Note Tuesday: what BERT teaches about writing claims that transfer
A close-read of the BERT paper as an authorship artifact: how it frames a bottleneck, stages evidence, and separates mechanism claims from benchmark claims without hype language.
Model specs are becoming procurement infrastructure
The real shift is not that labs publish behavior documents; it is that those documents now influence contracts, safety operations, and who gets trusted for high-stakes deployments.