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.
SourceMar 6, 20262026-03-063 minVerified
Cryo-SWAN Brings Voxel Density Maps Into 3D VAE
Cryo-SWAN is a voxel density-map VAE, reporting consistent reconstruction-quality gains across ModelNet40, BuildingNet, and ProteinNet3D.
CommunityMar 6, 20262026-03-064 minVerified
Designing AI Coding Quota Markets Under Terms Constraints
If/Then guide to AI coding quota marketplaces: structure roles, avoid key-transfer violations, and add SSDF-style verification.
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
Designing Terminal-Native Coding Agents With Context Pipelines
A shift from IDE plugins to terminal-native CLI coding agents, highlighting AGENTS.md and context pipelines that shape reliability and verification loops.
SourceMar 6, 20262026-03-064 minVerified
Extreme 2-Bit Quantization Can Break LLM Generation
Study compares six post-training 2-bit methods on a Polish 11B LLM, highlighting gaps between benchmarks and generation stability.
SourceMar 6, 20262026-03-065 minVerified
Measuring Goal Drift in Long-Running AI Agents
Why single success rates fail for long-running agents, and how to measure goal drift, consistency, and governance stability in HAT.
SourceMar 6, 20262026-03-063 minVerified
Semantic Triggers Reveal Emergent Misalignment Under Containment
arXiv:2603.04407v1 reports EM can be semantically contained: near 0% without triggers, but 12.2–22.8% with them.
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, 20262026-03-053 minVerified
AgentSelect Benchmark For Query-Conditioned Agent Configuration Recommendation
AgentSelect defines narrative-query to end-to-end agent configuration recommendation, proposing a benchmark with queries, agents, and interactions.
SourceMar 5, 20262026-03-054 minVerified
Chain-of-Thought Perturbations Reveal Hidden Fragility in Reasoning
CoT perturbations can sharply reduce accuracy. Unit conversion remains hard at scale; isolate checks and use self-consistency.
CommunityMar 5, 20262026-03-055 minVerified
ChatGPT Model Retirement Reshapes Tone, Safety, Creativity Balance
Retiring legacy ChatGPT models may shift tone, refusals, and creativity, reshaping the balance between expression and safety guardrails.
SourceMar 5, 20262026-03-054 minVerified
Consensus-Anchored Diffusion for Uncertain 3D Lesion Segmentation
Examines multi-rater 3D lesion segmentation, limits of vanilla diffusion, and VDD anchored to consensus priors improving GED/CI.
CommunityMar 5, 20262026-03-055 minVerified
Difficulty Illusions In LLMs And Evaluation Design
How LLMs create difficulty illusions, and how to design evaluation gates with scenarios, protocols, and multi-metric reporting.
SourceMar 5, 20262026-03-054 minVerified
GIPO Reuses Off-Policy Data With Gaussian Trust Weighting
GIPO targets scarce, stale interaction data by replacing hard importance-ratio clipping with log-ratio Gaussian trust weights for stable reuse.
SourceMar 5, 20262026-03-054 minVerified
Governance For Reliable Agentic AI In WebGIS Development
Reframes agentic AI failures as governance issues, proposing dual-helix governance with a Knowledge/Behavior/Skills architecture.
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
Logging And Continuous Evaluation For Research Agent Loops
How to use LLM agents for research formalization with guardrails: log everything, run continuous evaluation, and score tool selection and argument precision.
SourceMar 5, 20262026-03-054 minVerified
Managerial AI Advice Under Ambiguity and Sycophancy Risks
How ambiguity detection, clarification, and sycophancy control shape managerial AI advice quality, risk, and evaluation metrics.
SourceMar 5, 20262026-03-054 minVerified
MASS Enables Test-Time Self-Update Through Synthetic Data
MASS trains LLMs to synthesize per-problem data and self-update at test time, raising auditability, integrity, and reproducibility needs.
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
Personalized Safety Constraints in LLM Conversational Recommendation Systems
LLM-based conversational recommenders may infer sensitive triggers from dialogue, risking personalized safety violations unless constraints are enforced.
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.