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, 20262026-05-294 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.
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, 20262026-05-295 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
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 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
PON Addresses Heterogeneity in Federated Reinforcement Learning
A concise look at how PON mitigates input distribution mismatch in heterogeneous FedRL simulation environments.
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.
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, 20262026-05-205 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.
SourceApr 3, 20262026-04-033 minVerified
Wrapping Florence-2 for ROS 2 Robotic Integration
A case of wrapping Florence-2 with ROS 2 topics, services, and actions for local inference and reproducible integration.
SourceMar 31, 20262026-03-315 minVerified
Choosing Minimal GNN Extensions for Entity Resolution Tasks
A look at when entity resolution needs full GNN extensions and when task-specific minimal graph structure is enough.
SourceMar 31, 20262026-03-315 minVerified
Serverless Gossip Learning for Resilient Maritime AI Networks
How serverless gossip learning and carbon-aware orchestration address unreliable connectivity in maritime AI systems.
RoundupMar 28, 20262026-03-283 min
AI Resource Roundup (24h) - 2026-03-28
A curated link roundup from recently collected official updates and tech news.
CommunityMar 27, 20262026-03-275 minVerified
How 1,250 AI Interviews Shape Product Decisions
Anthropic’s 1,250 AI-led interviews show how user research is shaping feature priorities and safety design.
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, 20262026-03-275 minVerified
Why Post-Training Collapses Multiple Valid Answers Into One
Examines how LLM post-training collapses multiple valid answers into one and why distributional evaluation matters.