arXiv:2607.08734v2 Announce Type: replace Abstract: Post-Training Quantization has become widely used to compress large language models to make them…
Author: script
Share the Judge, Learn the Deferral: Where Specialization Helps LLM Evaluation
arXiv:2607.27984v2 Announce Type: replace Abstract: Agentic systems generate outputs faster than human review. We contrast two LLM evaluator…
When Words Are Safe But Actions Kill: Probing Physical Jailbreak Beyond Textual Jailbreak in Hidden-State Risk Space
arXiv:2607.15218v2 Announce Type: replace Abstract: Large language models (LLMs) increasingly serve as high-level planners for embodied agents, where…
WorldLines: Benchmarking and Modeling Long-Horizon Stateful Embodied Agents
arXiv:2606.18847v2 Announce Type: replace Abstract: To assist humans over extended periods in real homes, embodied agents must remember user routines,…
AgRefactor: Self-Evolving Agentic Workflow for HLS Compatibility and Performance
arXiv:2606.30949v2 Announce Type: replace Abstract: High-Level Synthesis (HLS) provides a fast path from concepts to silicon, but converting real-world…
AI News Brief Hourly Summary 2026-08-25 03h : 13 posts
13 posts published in the last hour 00:32SafeSteer: Localized On-Policy Distillation for Efficient Safety Alignment 00:32Can LLMs Introspect? A Reality Check 00:32Self-Revising Discovery Systems for Science: A Categorical Framework for Agentic Artificial Intelligence 00:32Weak Critics Make Strong Learners: On-Policy Critique…
SafeSteer: Localized On-Policy Distillation for Efficient Safety Alignment
arXiv:2606.02530v2 Announce Type: replace Abstract: Aligning Large Language Models (LLMs) with human values often degrades their general capabilities,…
Can LLMs Introspect? A Reality Check
arXiv:2605.26242v2 Announce Type: replace Abstract: Can large language models detect and report their own internal states? A number of recent studies have…
Self-Revising Discovery Systems for Science: A Categorical Framework for Agentic Artificial Intelligence
arXiv:2606.01444v2 Announce Type: replace Abstract: Scientific discovery is not only answer generation but revision of the representational regime in…
Weak Critics Make Strong Learners: On-Policy Critique Distillation for Scalable Oversight
arXiv:2606.00424v2 Announce Type: replace Abstract: As large language models become stronger, weak supervisors may fail to provide reliable labels,…