Tendance des mentions — 20 derniers numéros

Actus en direct (14)

Mind Lab Ships LongStraw — GRPO-Based Long-Context RL Training Reaches 4.46M Token Positions on 8 H20 GPUs

huggingface.co · 2026-07-16 · Score : 25

Tsinghua's SEED Frames Agentic RL as Self-Evolving On-Policy Distillation, Adds 14.9-45.9 Points on ALFWorld Over GRPO

huggingface.co · 2026-07-16 · Score : 19

Ring-Zero Scales Zero-RL to a Trillion Parameters, Shows Emergent Multi-Step Reasoning Without Handcrafted Signals

arxiv.org · 2026-07-16 · Score : 27

HF Paper 'Proxy Exploration and Reusable Guidance': Modular LLM Post-Training Paradigm Uses Proxy-Guided Update Signals, Separates Exploration From Policy Training for Cheaper Sample-Efficient RL Fine-Tuning

huggingface.co · 2026-07-13 · Score : 15

Tsinghua's SAO Paper: Single-Rollout Async Optimization Cracks GRPO's Stability Wall — Trained the Open GLM-5.2 750B-A40B, Beats Baselines on SWE-Bench Verified and BeyondAIME

huggingface.co · 2026-07-08 · Score : 18

BottleCap AI Releases ThinkingCap-Qwen3.6-27B — Reasoning Fine-Tune That Cuts Thinking Tokens 50% on Average (74% on GSM8K) While Preserving Accuracy and Safety

huggingface.co · 2026-07-06 · Score : 17

Waterloo Paper 'Program-as-Weights' Compiles Natural-Language Specs Into Compact Adapters — 0.6B Qwen3 Interpreter Matches Direct-Prompted Qwen3-32B at ~1/50th Inference Memory, Ships FuzzyBench 10M-Example Dataset

arxiv.org · 2026-07-03 · Score : 16

Paper 'Is One Layer Enough?' Shows Training a Single Transformer Layer Can Match Full-Parameter RL Training — Gains Concentrate in a Small Middle-Layer Subset

arxiv.org · 2026-07-01 · Score : 19

HF Paper 'TRIAGE': Role-Typed Credit Assignment Adds Semantic Role Axis to GRPO — Boosts ALFWorld Success 7.9% on Qwen2.5-7B, Cuts Rollout Length 10–15%

huggingface.co · 2026-06-30 · Score : 17

HF Paper 'QVal' — Cheaply Evaluating Dense Supervision Signals for Long-Horizon LLM Agents Gains Traction

huggingface.co · 2026-06-30 · Score : 16

OPID: On-Policy Skill Distillation for Agentic RL Gains +9 Points on ALFWorld and +11 Points on WebShop Over GRPO Without External Skill Libraries or Privileged Inference Context

huggingface.co · 2026-06-25 · Score : 18

ShutterMuse: Fudan University and StepFun Train Unified MLLM on 130K-Sample Dataset for Real-Time Photography Composition and Pose Guidance — Introduces CaptureGuide-Bench

huggingface.co · 2026-06-25 · Score : 17

Adaption Launches AutoScientist — AI Tool That Co-Optimizes Training Data and Model Weights in a Single Loop, Claims Win-Rate Doublings Across Models

techcrunch.com · 2026-05-13 · Score : 24

Unsloth and NVIDIA Publish Three LLM Training Optimizations Delivering ~25% Additional Speedup at Zero Accuracy Cost

unsloth.ai · 2026-05-06 · Score : 21

Numéros de la newsletter (16)

World Models: $610M Bets the World Is Not a Token

2026-06-21 · 1 mentions

AI Safety, Security & Ethics: train one trait, get alignment free

2026-06-21 · 3 mentions

AI Regulation: export-control law just became an AI kill switch

2026-06-21 · 3 mentions

Deep Learning: 4-bit pretraining just matched FP8 at scale

2026-05-26 · 1 mentions

AI Regulation: Trump killed his own AI oversight order at the door

2026-05-26 · 2 mentions

Frontier Research: LLMs reach Nature as the field bets against them

2026-05-26 · 1 mentions

AI Safety: the deepfake takedown clock starts ticking

2026-05-26 · 4 mentions

AI Regulation: the White House reverses course on AI safety

2026-05-21 · 6 mentions

Frontier Research: reasoning is leaving the token stream

2026-05-21 · 6 mentions

AI Careers: 11,000 jobs cut in a day, one role is booming

2026-05-21 · 1 mentions

AI Safety: Washington floats an FDA for AI models

2026-05-21 · 3 mentions

Frontier research: the next architecture is not transformer-shaped

2026-04-25 · 1 mentions

ML this week: open weights closed the gap from underneath

2026-04-25 · 3 mentions

Deep Learning: Mamba-3 halves the state. SSMs win again.

2026-04-18 · 1 mentions

Generative AI: Anthropic just retook the frontier, quietly

2026-04-18 · 1 mentions

Machine Learning: The dataset just became the alignment lever

2026-04-18 · 1 mentions

Fine-tuning

Tendance des mentions — 20 derniers numéros

Actus en direct (14)

Numéros de la newsletter (16)