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.
What this topic covers
Signals, research, and debates around general intelligence and superintelligence.
Hub content is updated incrementally.
All Articles
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 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
PON Addresses Heterogeneity in Federated Reinforcement Learning
A concise look at how PON mitigates input distribution mismatch in heterogeneous FedRL simulation environments.
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.
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.
RoundupApr 4, 20262026-04-042 min
AI Resource Roundup (24h) - 2026-04-04
A curated link roundup from recently collected official updates and tech news.
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.
SourceMar 27, 20262026-03-275 minVerified
When AI Coding Quality Depends on Task Conditions
AI-generated code quality varies by task and prompt, so security, maintainability, and risk checks matter more than speed alone.
RoundupMar 27, 20262026-03-272 min
AI Resource Roundup (24h) - 2026-03-27
A curated link roundup from recently collected official updates and tech news.
SourceMar 27, 20262026-03-275 minVerified
Distributed MADRL Scheduling for Large-Scale Cluster Systems
A look at distributed MADRL for large-scale scheduling, focusing on scalability, adaptability, and design tradeoffs.
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
NeuroVLM-Bench Tests Clinical Reasoning in Neuroimaging VLMs
A neuroimaging benchmark comparing vision-enabled LLMs on MRI and CT, focusing on clinical reasoning, errors, and safety tradeoffs.
SourceMar 27, 20262026-03-275 minVerified
RAG Security Risks From Combined Injection And Poisoning
Examines security risks in RAG when prompt injection and database poisoning combine across retrieval and indexing.
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 25, 20262026-03-254 minVerified
Minibal Reframes Game AI Around Balanced Human Play
Minibal asks whether game AI should optimize not for dominance, but for balanced, engaging play against humans.
SourceMar 25, 20262026-03-254 minVerified
Separating Instructions and Data at the LLM Interface
A look at markup proposals that separate instructions from data in LLM inputs and why structured interfaces matter.
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
How Segmentation Signals Drop And Recover In MLLMs
Analyzes how segmentation signals in MLLMs weaken in the adapter and recover through LLM attention across the pipeline.
SourceMar 20, 20262026-03-204 minVerified
Speaker Diarization Expands to Film and TV
Speaker diarization is moving from meetings to film and TV, where off-screen speech, noise, and subtitle drift matter.
SourceMar 18, 20262026-03-185 minVerified
Agent Governance Shifts From Rules To Execution Paths
Why agent governance is moving from static rules to execution paths, runtime logs, and timing-aware intervention.