On this day: Oct 13

Under explicit assumptions it gives an expected generalization bound, a retention bound conditional on historical regression budgets, and a high-probability rule for admitting revisions using fresh independent data. It c

Company-reported 87% on the embodied reasoning benchmark ERQA. Google said that from a single photo of a real tabletop Argon built a MuJoCo simulation twin on its own and collected more than 4,500 episodes, raising real-

The authors said the vision track was built from 820 videos and 2,460 questions and the track that also uses sound from 240 videos and 720 questions, all annotated by people and checked several times, and that 50 models

Inference on 200B models and fine-tuning of 70B models on a desktop; local machines become agent runtimes

Vertical integration at a frontier lab

Brought frontier-model training down from a secret to a reproducible recipe. The culmination of the nanoGPT and llm.c lineage

The starting point of shared cross-embodiment datasets

Redefined compute as a strategic good; the prototype of every later regulation

The common yardstick for the embedding model race. Its key conclusion: no embedding method dominates every task