HuggingFace

The Lattice of Transition Laws

Diffusion and autoregression (AR) have long been seen as different categories of generative models, with diffusion sp...

AI 聚合
2026-10-10
arXiv

ARC: A Reasoning Recipe for Robot Foundation Models

The prevailing approach to improving robot foundation models (RFMs) relies on larger models, more robot demonstration...

AI 聚合
2026-10-09
arXiv

GeoReform: Reflective Formalization Evolution for Multimodal Geometry Problem Solving

Multimodal large language models (MLLMs) often struggle to identify and use geometric relations in diagrams. Recent m...

AI 聚合
2026-10-09
arXiv

HRIL: Learning Multimodal Synergy via Higher-Order Tensor Modeling

Self-supervised multimodal representation learning has achieved remarkable success across diverse domains, yet captur...

AI 聚合
2026-10-09
arXiv

SpaceFlow: Locally Controllable 3D Generation

Current 3D generation methods lack explicit local control: geometric adherence is often defined by a global control s...

AI 聚合
2026-10-09
arXiv

LeWAM: A JEPA World Action Model with Diffusion-Steering-Based MPC

World action models (WAMs) predict actions and future observations, typically from a reconstruction-based representat...

AI 聚合
2026-10-09
arXiv

Searching for "Harmful Refusal": A Psychometric Audit of an AI Safety Benchmark

Safety benchmarks typically report one overall score for a suite of datasets, each of which may target one or more sa...

AI 聚合
2026-10-09
arXiv

Predicting Alignment Generalization with Value Representations

LLM developers post-train their models to exhibit prosocial values and behavioral traits, which are enumerated in an ...

AI 聚合
2026-10-09
arXiv

MAMHOI: Factorizing Scene-Aware Human-Object Interaction through Affordances

Generating realistic human-object interactions (HOI) in complex 3D scenes requires two complementary capabilities: re...

AI 聚合
2026-10-09
arXiv

RoboRSI: Stable, efficient, and reusable robot self-evolution in complex real-world environments

A generalist robot should not only perform diverse tasks but also improve through experience, turning what it learns ...

AI 聚合
2026-10-09
arXiv

Ecology of AI Agents: Collaboration Creates a Population Threshold for Takeoff

AI agents can now conduct real-world cyberattacks, scale up capabilities with the number of agents, and collectively ...

AI 聚合
2026-10-09
arXiv

Caught in the Act: Probes Effectively Detect Sabotage and Catch Unverbalized Deception

Recent incidents have highlighted the challenge of monitoring LLM agents and the danger of models deceiving people. W...

AI 聚合
2026-10-09
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