每天 5 分钟,读懂当天最值得关注的 AI 进展 · 精选 · 低噪音 · 可溯源
🗓️ 2026-07-23 · 今日精选 12
🔔 订阅:全部 · LLM · 多模态 · Agent
📌 今日要闻
🤖 Agent 🔥 100

SLAI T-Rex: Full-Parameter Post-training of the DeepSeek-V4 Family on Ascend SuperPOD

Full-parameter post-training of trillion-parameter-scale MoE models introduces substantial system-level challenges for l…
HF Daily Papers · 2026-07-23
🤖 Agent 🔥 100

AgentDebugX: An Open-Source Toolkit for Failure Observability, Attribution, and Recovery in LLM Agents

LLM agent failures are difficult to debug because the step where an error surfaces is often not the one that caused it. …
HF Daily Papers · 2026-07-22
🎨 多模态 🔥 100

SciForma: Structure-Faithful Generation of Scientific Diagrams

Structural fidelity is essential to scientific methodology diagrams. To communicate research logic, these diagrams must …
HF Daily Papers · 2026-07-22
🔬 研究前沿
🧠 LLM
🧠 LLM 🔥 92

Stale but Stable: Staleness-Adaptive Trust Regions for Stabilizing Asynchronous Reinforcement Learning

Asynchronous reinforcement learning improves throughput by decoupling rollout generation from optimization, but stalenes…
HF Daily Papers · 2026-07-22
🎨 多模态
🎨 多模态 🔥 93

Self Gradient Forcing: Native Long Video Extrapolation

Recent autoregressive video diffusion methods are increasingly built upon Self Forcing, where the student is trained on …
HF Daily Papers · 2026-07-23
🎨 多模态 🔥 93

AlayaWorld: Interactive Long-Horizon World Modeling -- Full Technical Report

Unlike conventional video game development, which relies on labor-intensive pipelines for asset production, animation, p…
HF Daily Papers · 2026-07-22
🎨 多模态 🔥 92

Mage-Flow: An Efficient Native-Resolution Foundation Model for Image Generation and Editing

Large-scale visual generators are increasingly capable but costly to train, fine-tune, and deploy. We introduce Mage-Flo…
HF Daily Papers · 2026-07-22
🤖 Agent
🤖 Agent 🔥 97

NexForge: Scaling Agent Capabilities through Requirement-Driven Task Synthesis for LLMs

Scaling executable agent training data for LLM post-training is bottlenecked by substrate-bound methods that tie task ge…
HF Daily Papers · 2026-07-21
🤖 Agent 🔥 92

ABot-World-0: Infinite Interactive World Rollout on a Single Desktop GPU

We present ABot-World-0, an action-conditioned video world model for real-time, long-horizon closed-loop interaction, su…
HF Daily Papers · 2026-07-22
🤖 Agent 🔥 92

DataFlow-Harness: A Grounded Code-Agent Platform for Constructing Editable LLM Data Pipelines

Large language models (LLMs) are increasingly used to automate data-processing workflows, yet coding agents typically pr…
HF Daily Papers · 2026-07-22
🤖 Agent 🔥 92

SeerGuard: A Safety Framework for Mobile GUI Agents via World Model Prediction

Mobile graphical user interface (GUI) agents have demonstrated remarkable capabilities in automating complex tasks, yet …
HF Daily Papers · 2026-07-21
🤖 Agent 🔥 85

Beyond Relevance-Centric Retrieval: Rubric-Oriented Document Set Selection and Ranking

As large language models and AI agents become the primary consumers of search results, document set quality determines t…
HF Daily Papers · 2026-07-23