arXiv:2606.30949v2 Announce Type: replace Abstract: High-Level Synthesis (HLS) provides a fast path from concepts to silicon, but converting real-world…
Tag: AI
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.”
GRASP: Gated Regression-Aware Skill Proposer for Self-Improving LLM Agents
arXiv:2605.29668v3 Announce Type: replace Abstract: LLM agents acting in structured environments fail in operational rather than conversational ways, and…
SEISMO: Explanation-Aware, Trajectory-Conditioned LLM Agents for Sample-Efficient Molecular Optimisation
arXiv:2602.00663v3 Announce Type: replace Abstract: Optimizing molecules to achieve desired properties is a central bottleneck across the chemical…
Two Heads are Better Than One: Test-time Scaling of Multi-agent Collaborative Reasoning
arXiv:2504.09772v3 Announce Type: replace Abstract: Test-Time Scaling has emerged as a powerful method to extend the reasoning capabilities of Large…
ACQ: A Deployed Two-Stage Framework for Automated Creative Quota Allocation in Large-Scale Online Advertising
arXiv:2412.06167v2 Announce Type: replace Abstract: In digital advertising, demand-side platforms (DSPs) allow advertisers to create multiple ad creatives…