#LLM
Curated coverage on «LLM»: releases, research, benchmarks, open-source.
Stanford Posts LLM Training Lecture: 16 Chapters From Pretraining to GRPO
Stanford's third CME295 lecture walks through the full LLM training stack in 16 chapters: pretraining, SFT, LoRA, RLHF, DPO, GRPO and on-policy distillation.
Codex Teaches Team Sites to Update on a Schedule and Adapt to Each Visitor
OpenAI showed how to build Sites in Codex: scheduled tasks refresh the data, and users' own plugins give each visitor a personalized view of the page.
OpenAI Releases GPT-Live-1.1: New Voices in 6 Languages and Fewer "checking..." Pauses
GPT-Live-1.1 is now available to all users, with new voices for French, German, Hindi, Mexican Spanish, Korean and Japanese, plus more accurate accents.
SpecTr-GBV at EMNLP 2026 Combines Multi-Draft and Block Verification to Speed Up LLMs
AIPOCH Open-Sources Open-Science, a Lab Notebook for "Vibe Research" with AI
Honeycomb Gives Video Models Constant-Size Memory for Loop Closure
ARC-SORT hits 81.82 HOTA on SportsMOT and runs at 50 fps
SciΠvot benchmark: the best LLM picks the right plan 63.5% of the time, versus 73.4% for humans
A benchmark of 248 senior-researcher corrections finds the best model picks the right call 63.5% of the time; fresh researchers hit 73.4%. Project context tends to…
GlobeBench: The Best LLM Correctly Predicts Environment Responses in Only 49.57% of Tasks
The 1632-task GlobeBench found that the best of 20 models, GPT-6 Astra, simulates the environment's response correctly in only 49.57% of cases. No model solved 631…
NVIDIA RTX Spark N1X Runs a Local Qwen3.8 27B Agent in 18.7 Minutes
Vera Rubin NVL72 beats GB300 by up to 5.7x in tokens per megawatt in AA-AgentPerf
NVIDIA releases Nemotron 3.5 Super: 26 AA points and 630 tokens/s
Cohere pitches utilities on running North AI agents inside their own perimeter
AlphaBet trains an LLM agent to forecast events: Brier score improves 14.4%
Researchers trained GLM-4.5-Air to search for data and give probabilities across several dates. Brier on Forecast-Dojo fell from 0.731 to 0.626, on FutureX from…
RealCLI: The Best Terminal AI Agent Scores 49% on a Test of Working With a Human
The new RealCLI benchmark checks not only whether an agent solved a terminal task, but also how it works with the user. The best of 33 configurations scored 49.2%…