SourceMar 7, 20262026-03-073 minVerified
Evaluating Zero-Shot MLLMs for Reliable Video Anomaly Alerts
Assesses zero-shot MLLMs for video anomaly detection, focusing on false alarms/misses, prompt specificity, 1–3s clips, and PR/F1 evaluation.
SourceMar 7, 20262026-03-074 minVerified
Gating Robot Autonomy Using Deep Perception Uncertainty Signals
SPIRIT uses deep perception uncertainty to gate shared autonomy, switching between semi-autonomous manipulation and haptic teleoperation.
CommunityMar 7, 20262026-03-074 minVerified
Designing Language for LLM Expectations and Verification
How to reduce anthropomorphism, overconfidence, and hallucinations by structuring work as claim-evidence-verification checklists.
SourceMar 7, 20262026-03-074 minVerified
Logi-PAR Adds Differentiable Rules to Clinical Activity Recognition
Logi-PAR (arXiv:2603.05184v1) integrates neural-guided differentiable rules into clinical PAR, enabling rule traces and counterfactual interventions.
SourceMar 7, 20262026-03-074 minVerified
Memory Admission Control for Reliable LLM Agents
A practical look at memory admission control for LLM agents, reducing long-term memory pollution while improving auditability and metrics.
SourceMar 7, 20262026-03-074 minVerified
SOLID Diffusion Learns Fields from Sparse Moving Sensors
SOLID proposes mask-conditioned diffusion to learn/evaluate spatiotemporal fields from sparse moving sensors without dense ground truth, emphasizing calibrated uncertainty.
CommunityMar 7, 20262026-03-075 minVerified
Tradeoffs Between Web Search and Reasoning Modes
How web search and reasoning modes trade off accuracy, reproducibility, and latency—plus a simple test procedure to verify results yourself.
RoundupMar 6, 20262026-03-062 min
AI Resource Roundup (24h) - 2026-03-06
A curated link roundup from recently collected official updates and tech news.
CommunityMar 6, 20262026-03-065 minVerified
Designing Long-Form LLM Workflows Beyond Large Context Windows
For long policy reports, context and upload limits push chunked workflows that separate evidence retrieval from drafting, improving traceability and quality.
SourceMar 6, 20262026-03-064 minVerified
Tracking Continual Learning Collapse With Effective Rank Metrics
Interpret continual learning forgetting via structural collapse and loss of plasticity, monitoring effective rank to catch early warning signals.
SourceMar 6, 20262026-03-065 minVerified
Vehicle Anchors Recover Metric Scale in GPS-Denied UAV Video
VANGUARD estimates GSD from monocular UAV video using small vehicles as anchors to recover metric scale without GPS or telemetry.
SourceMar 5, 20262026-03-055 minVerified
LLM-Guided Belief Shaping for Partially Observable TAMP
How LLM signals can shape belief in partially observable TAMP, and why calibration, uncertainty, and safety filters matter for reliability.
CommunityMar 5, 20262026-03-054 minVerified
Optimize AI Subscriptions: Limits, Terms, And Uptime Risks
Optimize AI subscriptions by checking usage limits, terms restrictions, and uptime transparency to minimize workflow disruption risk.
SourceMar 5, 20262026-03-054 minVerified
PlugMem Plugin Memory Cuts Context Bloat, Adds Risk
PlugMem externalizes long-term memory as a plug-in to reduce retrieval bloat and relevance loss, while highlighting persistent injection risks.
CommunityMar 5, 20262026-03-055 minVerified
Where AI Replaces Effort: Limits, Evidence, And Regulation
AI “effort replacement” spans cognitive automation to body/brain augmentation. Check RCT evidence, effect sizes, and regulatory safety.
CommunityMar 4, 20262026-03-044 minVerified
AI Automation Shocks Jobs, Energy Costs, Transfer Feasibility
As AI displaces jobs, energy costs and value capture can constrain cash transfers like UBI, complicating inflation and fiscal assumptions.
CommunityMar 4, 20262026-03-044 minVerified
How Conversational AI Design Shapes Intimacy And Trust
Examines how warmth, memory, and consistency in conversational AI affect intimacy, trust, and safety evaluation criteria.
CommunityMar 4, 20262026-03-044 minVerified
Evaluating LLM Self-Consistency Beyond Humanlike Mimicry
Separate humanlike mimicry from self-consistency in LLMs, and evaluate long-term memory and persona drift with benchmarks and protocols.
CommunityMar 4, 20262026-03-045 minVerified
Margins And Risks In LLM Reseller Layer Services
How LLM reseller-layer services create margin via caching, batch, pricing design, and what security, logs, and compliance issues buyers must verify.
CommunityMar 4, 20262026-03-044 minVerified
OECD Finds Generative AI Adoption And Age Gaps
OECD reports that in 2025 over one-third of individuals used generative AI, with the largest gap by age at 53.6pp.
NewsMar 4, 20262026-03-044 minVerified
Pentagon Contract Puts AI Safety Into Enforceable Terms
A Pentagon contract dispute highlights how AI safety guardrails become enforceable via contract terms and deployment controls.
CommunityMar 4, 20262026-03-045 minVerified
Separating Invention From Diffusion In US Innovation Narratives
A framework to parse US innovation stories by separating “firsts” from diffusion, using primary records and patent evidence.
CommunityMar 3, 20262026-03-035 minVerified
Tracking Semiconductor Equipment Volatility Through AI CapEx And Macro
A data-first framework to separate AI CapEx expectations from rate/FX shocks and explain outsized moves in semiconductor equipment stocks.
CommunityMar 3, 20262026-03-034 minVerified
When Automation Raises Performance Pressure in Organizations
How AI automation turns speed into new baselines, raising pressure, and how to redesign sustainable standards using risk-based governance.