arXiv:2610.33103v1 Announce Type: new Abstract: Prospect theory splits risky choice into three parts: loss aversion, measured by the relative weight of…
IRON-Meme: A Benchmark for Structured Understanding of Identities and Roles in Online Meme Narratives
arXiv:2610.33097v1 Announce Type: new Abstract: As polarization grows on social media, understanding how political memes shape online narratives has…
AI News Brief Hourly Summary 2026-10-27 05h : 12 posts
12 posts published in the last hour 03:35Shapes from Examples: Foundations of Shape Learning in Recursive SHACL 03:35MirrorCraft: Paired Evaluation under Hidden Rule Changes in Minecraft 03:35JANUS: Foreseeing Latent Risk for Long-Horizon Agent Safety 03:35Where Cross-Question Structure in LLM Errors…
Shapes from Examples: Foundations of Shape Learning in Recursive SHACL
arXiv:2607.27934v3 Announce Type: replace Abstract: SHACL shapes enable data graph validation, making automatic shape learning essential for knowledge…
MirrorCraft: Paired Evaluation under Hidden Rule Changes in Minecraft
arXiv:2607.29218v2 Announce Type: replace Abstract: With the rapid progress of large language models (LLMs), an interesting question has emerged: how do…
JANUS: Foreseeing Latent Risk for Long-Horizon Agent Safety
arXiv:2607.19913v2 Announce Type: replace Abstract: Agent safety is moving from content moderation toward preventing operational failures before…
Where Cross-Question Structure in LLM Errors Comes From: Shared Seeds, Shared Prompts, and Answer-Letter Preference
arXiv:2607.20464v2 Announce Type: replace Abstract: Disagreement between language models is often read as missing knowledge. Questions that need the same…
DeepSafe-SciHazard: A Benchmark for Measuring Scientific Safety Risks with Decomposed Harm Scoring
arXiv:2607.18665v2 Announce Type: replace Abstract: Large language models (LLMs) increasingly support science, but they can also convert hazardous…
DeFAb: A Dataset for Grounded Scientific Discovery through Defeasible Abduction
arXiv:2606.18557v2 Announce Type: replace Abstract: A theory can accommodate a counterexample by adding an exception. The harder problem is deciding how…
AlphaMemo: Structured Search-Process Memory for Self-Evolving Alpha Mining Agents
arXiv:2606.20625v2 Announce Type: replace Abstract: LLM agents are promising for alpha mining via combining financial priors, symbolic reasoning,…
Attractor Domain Theory: A Mathematical Framework for Cardiovascular Attractor Analysis with Wearable Photoplethysmography (PPG) Validation
arXiv:2606.22039v3 Announce Type: replace Abstract: The cardiac attractor provides a phase-space representation of cardiovascular dynamics reconstructed…
Trust the Right Teacher: Quality-Aware Self-Distillation for GUI Grounding
arXiv:2606.18101v3 Announce Type: replace Abstract: GUI grounding requires vision-language models (VLMs) to identify small target elements in…
OpenAI Launches GPT-6.1 Terra, Halving GPT-6.1 Sol’s API Price for Agent Work
OpenAI released GPT-6.1 Terra, a fast computer-use and vision model priced at $1/$5 per million tokens. It matches GPT-6 Astra’s medium-effort Agents’…
Architecture-Aware Reinforcement Learning Makes Sliding-Window Attention Competitive in Math Reasoning
arXiv:2606.11634v2 Announce Type: replace Abstract: The rapid progress of reasoning and agentic large language models (LLMs) has increased the demand for…
AI News Brief Hourly Summary 2026-10-27 04h : 13 posts
13 posts published in the last hour 02:43Probe Before You Edit: Probing-Guided Molecular Optimization for LLM Agents in Structure-Based Drug Design 02:43Same Answer, Different Confidence: Protocol Sensitivity in LLM Confidence Calibration 02:43Can Broad Biomedical Knowledge be Contextualized into Scenario-Grounded Propositions?…
Probe Before You Edit: Probing-Guided Molecular Optimization for LLM Agents in Structure-Based Drug Design
arXiv:2606.00555v3 Announce Type: replace Abstract: Structure-based drug design increasingly employs LLM agents to iteratively refine ligands against a…
Same Answer, Different Confidence: Protocol Sensitivity in LLM Confidence Calibration
arXiv:2605.27752v4 Announce Type: replace Abstract: Large language models (LLM) can state their confidence in an answer (verbalized confidence), or the…
Can Broad Biomedical Knowledge be Contextualized into Scenario-Grounded Propositions?
arXiv:2605.27082v2 Announce Type: replace Abstract: Biomedical discovery often requires connecting broad biomedical knowledge with specific experimental…