SourceJul 13, 20262026-07-134 minVerified
ConceptSMILE Audits Concept Explanations Under Input Perturbations
ConceptSMILE audits concept-based explanations for stability, faithfulness, and consistency under input perturbations.
SourceJul 13, 20262026-07-134 minVerified
Latent Confounding Can Bias Bayesian Causal Discovery Posterior
Shows how latent confounding can skew Bayesian causal discovery posterior toward spurious edges, not just uncertainty.
SourceJul 12, 20262026-07-124 minVerified
Clinical-Reasoning LLM Advances HCC Risk And Treatment Guidance
HCC-STAR reads EMR narratives to rank HCC risk, treatment priorities, and evidence-backed explanations.
SourceJul 12, 20262026-07-124 minVerified
MetaNCA Learns Rules Beyond Fixed Network Architectures
MetaNCA explores self-organizing neural weights with local rules and tests generalization to unseen architectures.
SourceJul 12, 20262026-07-124 minVerified
Rethinking Medical LLM Evaluation for Clinical Reasoning
A survey argues medical LLMs should be judged by clinical reasoning capacity, not just benchmark accuracy.
SourceJul 12, 20262026-07-124 minVerified
Tracing Jailbreaks Through Internal Attribution Graph Path Rerouting
A look at interpreting LLM jailbreaks as internal path rerouting, with key findings, limits, and safety implications.
SourceJul 12, 20262026-07-125 minVerified
XAI Under the EU AI Act for Certification
Under the EU AI Act, XAI appears closer to supporting evidence for high-risk AI assurance than a substitute for certification.
CommunityJul 10, 20262026-07-104 minVerified
Three Axes for Comparing Korean LLM Performance
Korean LLMs are better judged by naturalness, pragmatic understanding, and instruction following than by one rank.
SourceJul 10, 20262026-07-104 minVerified
Interpreting VLM Adversarial Risk via Spectral Subspaces
A look at interpreting transformer-based VLM adversarial vulnerability through intermediate spectral subspaces.
SourceJul 9, 20262026-07-094 minVerified
Governing Agentic AI Beyond Outputs and Into Actions
Why agentic AI governance must cover autonomy, tool use, external actions, audit logs, and human oversight.
SourceJul 9, 20262026-07-094 minVerified
Interpreting Transformer Circuits Beyond Reversible Modular Arithmetic
A look at transformer circuit analysis for composite modular multiplication, extending interpretation beyond reversible operations.
SourceJul 9, 20262026-07-095 minVerified
VASP Agent for Reliable Scientific Computation Workflows
VASP Agent targets reliable scientific automation by combining input consistency, long-run supervision, and output validation.
SourceJul 8, 20262026-07-084 minVerified
Interpreting Individual Parameters In Sparse Transformer Models
Examines whether individual parameters in sparse transformers carry stable meanings amid polysemantic behavior.
SourceJul 7, 20262026-07-074 minVerified
Attention Limits in RLHF Preference Learning and Reward Models
Examines how attention-limited pairwise labels in RLHF can distort reward learning and be mistaken for true preference.
SourceJul 7, 20262026-07-074 minVerified
Measuring LLM Emotion Interpretation Under Semantic Stress
A study examines how LLMs' emotion interpretation consistency can weaken under semantic stress in affective dialogue.
CommunityJul 7, 20262026-07-074 minVerified
How Question AIs Shift Search Toward Accuracy
Question-based AI speeds research, but answer accuracy and source verification remain critical for reliable work.
CommunityJul 6, 20262026-07-064 minVerified
How AI Shifts Skills, Tasks, and Learning
Drawing on OECD and ILO reports, this explains how AI reshapes tasks before jobs and shifts learning toward understanding and verification.
CommunityJul 4, 20262026-07-044 minVerified
How AI Changes Reading Without Replacing Understanding
AI-assisted reading can lower comprehension barriers, but heavy reliance on summaries may weaken deep thinking.
SourceJul 4, 20262026-07-043 minVerified
Training-Free Attribution for Long Document Multimodal QA
A look at MultAttnAttrib for long-document multimodal QA, covering attribution benefits, limits, and evaluation criteria.
SourceJul 3, 20262026-07-034 minVerified
Conditional Co-Ablation Reveals Hidden Backup Transformer Circuits
How CoAx exposes backup circuits that single ablation can miss due to self-repair in transformers.
SourceJul 3, 20262026-07-036 minVerified
Context Governance for Verifiable AI Agent Knowledge
How ContextNest frames context governance with a verifiable knowledge vault layer for auditable AI agents beyond retrieval quality.
SourceJul 3, 20262026-07-035 minVerified
Counterfactual Coaching From Latent Space in StarCraft II
A look at RL research using latent space to generate counterfactual feedback in StarCraft II and its coaching potential.
SourceJul 3, 20262026-07-034 minVerified
Where AI Meets Quantum Information in Practice
Reviewing where AI and quantum information already deliver practical gains, and why quantum ML advantage still needs caution.
CommunityJul 3, 20262026-07-034 minVerified
Why Foundational Learning Still Matters in the AI Era
AI can boost productivity but also amplify errors, making foundational learning essential for problem framing, verification, and judgment.