arXiv
Natural Ungrokking: Asymmetric Control of Which Rules Survive Pretraining
Midway through an ordinary pretraining run, a small language model learns the pronoun-gender rule: cued with a girl's...
🤖 AI 前沿资讯
每天自动聚合 AI 领域最新动态
arXiv
The Unfireable Safety Kernel: Execution-Time AI Alignment for AI Agents and Other Escapable AI Systems
AI agents are granted access to tools, APIs, and other infrastructure, making them active principals in those systems...
arXiv
A welding penetration prediction model for laser welding process based on self-supervised learning using physics-informed neural networks
The laser welding full-penetration is of critical importance, as it constitutes one of the fundamental factors in ach...
arXiv
Model Forensics: Investigating Whether Concerning Behavior Reflects Misalignment
A central goal of safety research is determining whether a model is misaligned. Prior work has largely focused on det...
arXiv
A cross-process welding penetration status prediction algorithm based on unsupervised domain adaptation in laser and TIG welding
Supervised deep learning has been widely used for weld penetration state classification; however, its performance oft...
arXiv
Neglected Free Lunch from Post-training: Progress Advantage for LLM Agents
Process reward models enable fine-grained, step-level evaluation of LLMs, yet building them for agentic settings rema...
arXiv
On-Policy Self-Distillation with Sampled Demonstrations Reduces Output Diversity
On-policy self-distillation achieves strong pass@1 accuracy by using a single model as both teacher and student, with...
arXiv
Learning Action Priors for Cross-embodiment Robot Manipulation
Most Vision-Language-Action (VLA) models build on a Vision-Language Model (VLM) backbone by attaching an action modul...
HuggingFace
IV-CoT: Implicit Visual Chain-of-Thought for Structure-Aware Text-to-Image Generation
Unified multi-modal large language models (MLLMs) have achieved strong text-to-image generation quality, but still st...
HuggingFace
Beyond NL2Code: A Structured Survey of Multimodal Code Intelligence
While Large Language Models (LLMs) have substantially advanced text-to-code synthesis, many real programming tasks sp...
HuggingFace
Causal-rCM: A Unified Teacher-Forcing and Self-Forcing Open Recipe for Autoregressive Diffusion Distillation in Streaming Video Generation and Interactive World Models
Autoregressive video diffusion with causal diffusion transformers has emerged as a major paradigm for real-time strea...
HuggingFace
Improved Large Language Diffusion Models
Modern large language models are predominantly trained with autoregressive factorization and causal attention. We pre...