SourceJun 1, 20262026-06-015 minVerified
Why Linear Recurrent Memory Works in POMDP RL
A look at why linear recurrent memory can work in partially observable RL through an HMM belief filtering view.
SourceMay 30, 20262026-05-304 minVerified
Expert-Guided LLMs for Marine Lead Data Extraction
How expert-guided LLM agents structure marine lead and isotope data hidden in scientific literature.
CommunityMay 29, 20262026-05-294 minVerified
Coding Models Differ in Execution and Planning Styles
Coding model differences appear not in prose quality but in planning, tool use, and context handling scope.
SourceMay 29, 20262026-05-295 minVerified
Measuring Neural Networks' Preference for Simpler Solutions
A look at a proposed metric that approximates neural simplicity bias with data-dependent polynomials and its limits.
SourceMay 29, 20262026-05-294 minVerified
Q-Guided Alignment for Return-Conditioned Offline RL Control
Examines limits of RTG-only conditioning and how Q-guided alignment aims to improve controllability and reliability in offline RL.
CommunityMay 29, 20262026-05-295 minVerified
Reading AI Pricing Through Limits and Infrastructure Costs
AI pricing is better understood through usage caps, fallback rules, and inference infrastructure efficiency, not subscription fees alone.
SourceMay 28, 20262026-05-284 minVerified
From Black-Box Grading to Rubric-Based Explainable Scoring
A look at rubric- and concept-based grading that makes open-ended scoring more reviewable, editable, and accountable.
SourceMay 28, 20262026-05-283 minVerified
Evaluating AI Agents for E-Commerce Dispute Resolution Tasks
CyberJurors evaluates agent systems on multi-round, multimodal evidence handling and platform rule adaptation in e-commerce disputes.
CommunityMay 28, 20262026-05-284 minVerified
How Far Can Multimodal AI Be Trusted
Why multimodal AI still struggles with charts and scientific figures, and how to verify image-based conclusions in practice.
CommunityMay 28, 20262026-05-285 minVerified
Vertical Integration Matters More Than Model Speed
AI vertical integration is less about chips than controlling the training stack, latency, throughput, utilization, and recovery.
SourceMay 23, 20262026-05-234 minVerified
Structuring Table QA With Navigation And Progressive Inference
A look at structuring table QA with guided cell navigation and staged inference to improve accuracy and verify evidence paths.
SourceMay 21, 20262026-05-215 minVerified
MOCHA Reframes Agent Skills Beyond Prompt Tuning Alone
MOCHA treats agent skills as multi-field artifacts and argues they must be optimized with platform constraints in mind.
SourceMay 20, 20262026-05-205 minVerified
Neurosymbolic Ternary Claim Verification With Explainable Argumentation Framework
A study on claim verification that proposes ternary decisions and explainable argumentation under incomplete or conflicting evidence.
SourceApr 3, 20262026-04-035 minVerified
Prompt-Guided Image Compression for VLM Efficiency Gains
How prompt-guided image compression for VLMs shifts focus from human visual quality to preserving clues needed for tasks.
SourceMar 27, 20262026-03-274 minVerified
How Mathematics Should Govern AI Use Now
Why mathematics must address AI through values, practice, teaching, technology, and ethics to protect autonomy.
SourceMar 27, 20262026-03-274 minVerified
Memory and Randomness Bottlenecks in Probabilistic Trustworthy AI
A unified view of probabilistic trustworthy AI: performance bottlenecks may lie in memory and random data movement, not just compute.
SourceMar 27, 20262026-03-274 minVerified
What Infant Vision Learning Suggests for AI Systems
How infant low-data visual learning links concepts, causality, and prediction to reshape AI vision and robotics design.
SourceMar 27, 20262026-03-275 minVerified
Wireless World Models for AI-Native 6G Networks
How wireless world models combine 3D geometry and wave propagation to improve real-world generalization in AI-native 6G.
SourceMar 26, 20262026-03-263 minVerified
Rethinking LLM Agents as Adaptive Computation Graphs
View LLM agents as runtime-adaptive computation graphs to optimize accuracy, cost, latency, debugging, and control.
SourceMar 20, 20262026-03-205 minVerified
Judicial AI Depends on Human Algorithm Interaction Design
In courts, AI outcomes hinge less on model accuracy than on judge uptake, override patterns, accountability, and TEVV.
SourceMar 20, 20262026-03-203 minVerified
Medical AI Robotics Needs Governance Before Performance Claims
In medical AI robotics, governance, validation, and monitoring matter more than performance demos alone.
SourceMar 20, 20262026-03-204 minVerified
Tracing Long-Running Reasoning in Binary Analysis Agents
Examines why structured exploration and verifiable workflows may matter more than longer reasoning in LLM binary analysis.
SourceMar 18, 20262026-03-185 minVerified
Why Prediction-Equivalent Models Disagree on Feature Attribution
Models with identical predictions can still produce different feature attributions, challenging XAI reliability, audits, and governance.
SourceMar 18, 20262026-03-185 minVerified
Reasoning With AI, Not Letting It Decide Alone
How combining LLMs with computational argumentation could shift AI from making decisions for us to reasoning with us.