#LLM
Curated coverage on «LLM»: releases, research, benchmarks, open-source.

Manifold AI Tops RoboDojo, Beating GPT-6-Astra and GR00T-N1.7
China's Manifold AI unveiled R²SI and took first place in the RoboDojo Agent Track, ahead of GPT-6-Astra and NVIDIA GR00T-N1.7, three months after releasing its…

Meta's Muse Agent Hits 5M US Downloads in 22 Days, Faster Than ChatGPT
Sensor Tower estimates Meta's personal AI agent Muse reached 5M US downloads 22 days after its September 8 launch, faster than historical figures for ChatGPT, Grok…

VAST Open-Sources a World Model: Anime Version of Flash Step Runs in Real Time
China's VAST has open-sourced a world model, showcased in a viral anime version of "Flash Step". Alongside it comes the story of a Little Prince game built in 16…

LoCA Combines Sentinel-1 and Sentinel-2 and Wins 68.8% of Comparisons Against SatCLIP

OPST: A Model Fine-Tunes Itself on Its Own Questions, No Humans Required

New Algorithm Finds Nash Equilibrium in 5,600 Games to 1e-5 Precision

CRM-Agent-Bench tests 16 AI agents: the best strictly passes 83.6% of tasks

AdaPRA Lifts an 80B Qwen by 24.5 Points on Kaggle-Style Leaderboards
Carnegie Mellon researchers gave a data science agent a supervisor with adaptive checklists. With five attempts, an 80B Qwen gained 24.5 percentile points on…

Silent Failures in AI Pipelines: Why a Green Container Status Lies, and How We Cut LLM Costs by 90%
A fallback branch in a catch block, with no dedicated counter or alert, can mask total system failure: a new three-model agentic pipeline never ran successfully in…

NX-AI's KronLSTM Changes the Delta Rule and Stabilizes Memory Without Normalization

SpecMRL Improves Matryoshka Embeddings: Half the Dimensions Beat Full MRL

HOLI-World Teaches a 4B Model to Understand the World from First-Person Recordings

InfiniDream: Synthesizing 100 Objects and 20 Scenes in Procedural 3D World Generation

TTR-Compressor Compresses Sequences with Regression and Cuts Visual Tokens by 55.6%
The new TTR-Compressor treats token compression as a regression problem and uses its coefficients as the compressed representation: same quality with 55.6% fewer…

Cohere to acquire AISLE, a startup that found 500+ CVE-assigned vulnerabilities in its first year
Cohere has agreed to acquire AISLE, a 2025 startup that found 500+ zero-days with CVEs across 100+ codebases, including all 12 vulnerabilities in January's OpenSSL…









