arXiv:2607.08734v2 Announce Type: replace Abstract: Post-Training Quantization has become widely used to compress large language models to make them…
Category: AI
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…
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,…
Situational Awareness, star AI hedge fund that nearly imploded, now being probed by the SEC
The AI hedge fund went from “the talk of Wall Street” to “subject of federal subpoenas” faster than you can say “diversify your portfolio.”