HuggingFace

Progress-Aware Distillation for Mitigating Stagnation in Small Language Model Agents

While LLM-based agent systems have demonstrated remarkable proficiency in reasoning and solving complex real-world ta...

AI 聚合
2026-10-21
HuggingFace

Any 3D Scene is Worth 1K Tokens: 3D-Grounded Representation for Scene Generation at Scale

Scene-level 3D generation has long been dominated by 2D multi-view or video diffusion models. Typically, these 2D-bas...

AI 聚合
2026-10-21
HuggingFace

Heterogeneous Agentic Coevolution

Recent advances in self-improving LLM agents have demonstrated the potential of AI systems that drive their own intel...

AI 聚合
2026-10-21
HuggingFace

StopLoss: Teaching Agents to Predict Failure and Stop Early

Coding agents keep working on runs that will fail verification, and asking a frontier model to watch for this is expe...

AI 聚合
2026-10-21
HuggingFace

Measuring Mechanistic Uncertainty in Large Language Models via Causal Robustness

Large language models (LLMs) are increasingly used in critical domains, where their susceptibility to hallucinations ...

AI 聚合
2026-10-21
HuggingFace

Predicting Privileged Information Effectiveness for On-Policy Self-Distillation

On-policy self-distillation (OPSD) enables large language models (LLMs) to learn from privileged information (PI) wit...

AI 聚合
2026-10-21
HuggingFace

Legal Guidance in the Wild: How Users Seek Legal Help in Real-World LLM Conversations

People ask conversational AI models about their legal rights, obligations, procedures, and personal situations that m...

AI 聚合
2026-10-21
HuggingFace

Competence-Based Evaluation of Logical Reasoning in Large Language Models

Recent advances in large language models (LLMs) have brought impressive performance across diverse tasks; however, sh...

AI 聚合
2026-10-21
HuggingFace

First Passage Attention

Augmenting softmax attention with forget gates typically relies on summing decay contributions along the key--query p...

AI 聚合
2026-10-21
HuggingFace

A Language-Informed Loss for Visual Generation

End-to-end visual generation with pixel-space loss has recently achieved competitive performance without the need for...

AI 聚合
2026-10-21
HuggingFace

Vision as Proprioception: Estimating Humanoid Robot Pose from Video

Estimating a humanoid robot's internal state from video has a wide range of real-world applications but remains unexp...

AI 聚合
2026-10-21
HuggingFace

Harness-Delta Attribution: Dissecting Gains From Harness Evolution

Harness evolution automatically optimizes the prompts, skills, tools, and orchestration code around a fixed-weight mo...

AI 聚合
2026-10-21
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