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.
All Articles
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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 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.
RoundupMar 19, 20262026-03-192 min
AI Resource Roundup (24h) - 2026-03-19
A curated link roundup from recently collected official updates and tech news.
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.
CommunityMar 18, 20262026-03-185 minVerified
AI Exposure in Clerical Work and Task Redesign
Examines AI exposure in clerical work, automation pressure, and why task redesign and human accountability matter.
SourceMar 18, 20262026-03-184 minVerified
Data-Local LLM Guidance for Private Neural Search
How LLMs can guide neural architecture search using only trial summaries while sensitive time-series data stays on-premises.
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.
RoundupMar 14, 20262026-03-142 min
AI Resource Roundup (24h) - 2026-03-14
A curated link roundup from recently collected official updates and tech news.
SourceMar 14, 20262026-03-144 minVerified
Educational AI Depends More on Design Than Models
A paper argues educational AI performance may depend less on model size and more on roles, skills, tools, runtime, and educator expertise.
SourceMar 14, 20262026-03-144 minVerified
When Harmless Tasks Process Harmful User Content
Examines how LLMs should handle harmful user-provided text in harmless tasks like summarization, translation, and classification.
RoundupMar 13, 20262026-03-132 min
AI Resource Roundup (24h) - 2026-03-13
A curated link roundup from recently collected official updates and tech news.
SourceMar 13, 20262026-03-134 minVerified
ARROW Reframes Memory Efficient Continual Reinforcement Learning
ARROW extends DreamerV3 with dual buffers and distribution-matching replay to reduce forgetting under memory limits.
SourceMar 13, 20262026-03-135 minVerified
Dynamic Coordination in Multi-Agent LLM and Robotics Systems
A minimal theory of multi-agent coordination through environmental memory, incentive fields, and feedback loops.
SourceMar 13, 20262026-03-134 minVerified
Evaluating LLM-Based Mandarin-to-English Translation with Automated Metrics
Examines how far automated evaluation can match human judgment in Mandarin-to-English LLM translation and where bias may distort results.
SourceMar 13, 20262026-03-135 minVerified
Single RGB-D Hand Retargeting for Robot Teleoperation
A low-cost teleoperation approach using a single RGB-D camera for hand tracking, 3D reconstruction, and robot retargeting.
SourceMar 13, 20262026-03-135 minVerified
Stable Dependence Estimation for Autoencoder Feature Analysis
A new estimator for stable dependence analysis across autoencoder inputs, latents, and reconstructions, beyond mutual information pitfalls.
SourceMar 13, 20262026-03-135 minVerified
Stable Spike for Low-Latency SNN Consistency Optimization
A concise look at Stable Spike, dual consistency optimization, and bitwise AND for more stable low-latency SNN inference.
SourceMar 13, 20262026-03-134 minVerified
STAIRS-Former for Variable-Agent Offline Multi-Task MARL Generalization
A transformer-based offline multi-task MARL approach targeting variable agent counts and generalization to unseen scenarios.
CommunityMar 13, 20262026-03-134 minVerified
Turning AI Ideas Into University Patent Strategy
A practical guide to turning AI ideas into patents through university invention rules, prototype planning, and claim-ready differentiation.
SourceMar 13, 20262026-03-134 minVerified
UAV-MARL Reframes Medical Drone Delivery as Collaborative Decisions
A look at UAV-MARL, which treats medical drone delivery as multi-agent collaborative decision-making, not just routing.