Ath

Amap open-sources Lambda-0 humanoid model trained on 500 hours of first-person human data: Amap and Alibaba’s ATH group released Lambda-0, a whole-body humanoid foundation model trained on 500 hours of first-person human data. It transfers zero-shot to a Unitree G1 robot, according to Pandaily.

Robotics • Pandaily

Google's Gemini 4 Argon scores 97.5% on ARC-AGI-3 but 49.8% under the standard harness: Google DeepMind's Gemini 4 Argon scored 97.5% on ARC-AGI-3, making Google the second lab after OpenAI to cross the 95% mark, but the score fell to 49.8% in the standard harness. It also trails rivals in math and software engineering.

AI Benchmarks • The Decoder

CMA puts Fengqing AI ensemble into operation with 11-day effective global 500 hPa height range: The China Meteorological Administration has put the Fengqing AI ensemble forecast system into operation after Fengqing Ensemble V1.0 passed operational review at the National Meteorological Centre. Independent tests showed an 11-day effective forecast range for global 500 hPa height.

Artificial Intelligence • Pandaily

PostgreSQL 19 delayed to November after LLM-assisted reviews found defects: The PostgreSQL Global Development Group delayed PostgreSQL 19's general availability after LLM-assisted code reviews uncovered architectural defects, The Register reported. Core developers reverted up to 10 features and pushed the release to November, citing better tooling rather than vibe coding.

Databases • Techmeme

arXiv paper presents ARIA, a framework that learns to repair LLM multi-agent executions at runtime: An arXiv paper presents Agent Runtime Inspection and Amendment (ARIA), a framework for learning when and how to repair ongoing LLM-based multi-agent executions. It converts execution-verified repairs into reusable supervision, enabling a learned model to intervene at runtime rather than repeatedly testing alternatives.

AI Research • arXiv