RoundupMay 29, 20262026-05-292 min
AI Resource Roundup (24h) - 2026-05-29
A curated link roundup from recently collected official updates and tech news.
CommunityMay 29, 20262026-05-294 minVerified
AI as a Strategic Assistant for Mathematics Work
Why AI may matter more as a long-horizon task worker and strategic assistant in mathematics than as an answer generator.
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, 20262026-05-294 minVerified
Comparing Agentic AI for End-to-End Gravitational Wave Pipelines
A head-to-head test of Claude Code and Codex running an end-to-end gravitational wave analysis pipeline autonomously.
SourceMay 29, 20262026-05-294 minVerified
Designing Triadic LLM Collaboration for K-12 Writing
An arXiv study examines teacher-student-model collaboration and control frameworks for LLM use in K-12 writing.
SourceMay 29, 20262026-05-295 minVerified
Governing Technical Debt in Agentic AI Systems
Why agentic AI failures create governance and operational control risks beyond model accuracy alone.
SourceMay 29, 20262026-05-294 minVerified
Why MCP Matters for Scientific Knowledge Graph Queries
A look at how mcp-proto-okn connects natural language to scientific knowledge graph queries and reproducible workflows.
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 29, 20262026-05-294 minVerified
Reducing Vocabulary Search in CFG Constrained Decoding
A look at reducing full-vocabulary search overhead in CFG-constrained decoding for structured output workloads.
SourceMay 29, 20262026-05-294 minVerified
SCDBench Shifts Smart Contract Decompilation Toward Semantic Evaluation
SCDBench argues smart contract decompilation should be judged by semantic equivalence, not just source-like Solidity.
SourceMay 29, 20262026-05-294 minVerified
Streaming Synthetic Data Learning Across Sequential Tasks
Examines synthetic data generation as a streaming learning problem, focusing on transfer, forgetting, and feedback loops.
SourceMay 29, 20262026-05-295 minVerified
TaxDistill Rethinks Metagenome Classification Beyond Model Size
TaxDistill argues pretraining data composition and distilled genome representations matter more than model size.
SourceMay 29, 20262026-05-294 minVerified
Time Structure Limits in Tokenized Time Series LLMs
This study argues tokenized time series LLMs lose continuity and order, and proposes COM constraints to preserve temporal structure.
SourceMay 29, 20262026-05-294 minVerified
Trace-Level Synthesis Challenges Consensus in Multi-Agent Reasoning
A look at a paper arguing that aggregating full reasoning traces can outperform answer-only consensus in multi-agent systems.
SourceMay 29, 20262026-05-295 minVerified
VitalAgent for Long-Term ECG and PPG Reasoning
VitalAgent proposes an agent architecture for long-term ECG and PPG streams with reasoning, memory, and proactive monitoring.
RoundupMay 28, 20262026-05-282 min
AI Resource Roundup (24h) - 2026-05-28
A curated link roundup from recently collected official updates and tech news.
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.
SourceMay 28, 20262026-05-284 minVerified
Human-AI Collaboration in Scientific Replicability Assessment
Examines human-AI collaboration for replicability prediction, balancing speed and consistency against bias, accountability, and privacy risks.
SourceMay 28, 20262026-05-285 minVerified
MOV-Bench Reveals Gaps in Multi-Hop Video Reasoning
MOV-Bench highlights evaluation gaps in multi-hop audio-visual reasoning and shows consistent gains from agentic search.
SourceMay 28, 20262026-05-284 minVerified
Reassessing Offline RL for Code Generation Post-Training
Examines whether offline RL can cut online RL costs in code generation post-training without sacrificing practical quality.