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.
SourceMay 28, 20262026-05-284 minVerified
Turning Papers Into Benchmarks With Agentic Reproduction Workflows
How under-specified applied ML papers can become executable benchmarks through agentic workflows and slot-based reporting.
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.
RoundupMay 23, 20262026-05-233 min
AI Resource Roundup (24h) - 2026-05-23
A curated link roundup from recently collected official updates and tech news.
SourceMay 23, 20262026-05-234 minVerified
Policy Layers for Governing Generalist LLM Agents Safely
How policy-as-code layers can govern generalist LLM agents by controlling tool use, approvals, and data exposure.
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 21, 20262026-05-215 minVerified
Multi-Model LLM Scheduling Under Offloading And Preemption Costs
Examines how offloading and preemption affect multi-model LLM serving under GPU memory limits and model-specific costs.
RoundupMay 20, 20262026-05-202 min
AI Resource Roundup (24h) - 2026-05-20
A curated link roundup from recently collected official updates and tech news.
SourceMay 20, 20262026-05-204 minVerified
COBALT Rethinks Robot Learning Through Smartphone Teleoperation Data
COBALT proposes smartphone and cloud teleoperation to reduce data collection bottlenecks in robot imitation learning.
SourceMay 20, 20262026-05-204 minVerified
Limits of Handwritten Math Grading With Vision LLMs
In handwritten math grading, process understanding matters more than OCR, requiring rubric-based review and human checks.
SourceMay 20, 20262026-05-204 minVerified
Multi-Image Jailbreaks Expose Multimodal LLM Safety Gaps
Multi-image prompts can bypass single-image filters, exposing structural safety gaps in multimodal LLM defenses.