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.
CommunityMar 5, 20262026-03-054 minVerified
Reproducible Visual Puzzle Evaluation Without Tool Leakage
Tool-free visual puzzle claims depend on fixed constraints: lock tools, image preprocessing, prompts, and logs for reproducibility.
CommunityMar 5, 20262026-03-054 minVerified
Understanding GPU Power And Utilization Sampling Windows
NVML, DCGM, and nvidia-smi report window-averaged power and utilization. Learn how sampling affects LLM inference graphs.
CommunityMar 4, 20262026-03-044 minVerified
Guide-Driven Conversational Learning Workflow With Micro-Quizzes
A guide-driven dialogue study loop: paste fragments, then run understanding checks, structured explanations, and tailored quizzes.
CommunityMar 4, 20262026-03-044 minVerified
When Image Preprocessing Breaks Multimodal Geolocation Reliability
Resizing, tiling, and tokenization can shift what models see, turning map/geography misreads into repeatable product risk.
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
Measuring AI Adoption Gaps With Time-Based Metrics
How automation, productization, and standardization reshape AI adoption gaps, using time-on-task, errors, and workload metrics.
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 4, 20262026-03-045 minVerified
Tokenizer Pitfalls That Masquerade As Reasoning Failures
How whitespace, Unicode normalization, and token boundaries can look like reasoning failures, and how to control evaluation setups.
CommunityMar 4, 20262026-03-045 minVerified
Where LLM Target Queueing Becomes Weapon Autonomy
Examines how LLM-generated target queues and prioritization can steer human selection, shaping autonomy boundaries, auditability, and control.
CommunityMar 3, 20262026-03-034 minVerified
Benchmark MLX 4-Bit Local LLMs on Apple Silicon
Run MLX mxfp4 local LLMs with identical commands and prompts, logging tokens-per-sec and peak memory for reproducible comparisons.
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
Untangling AGI Terms: Reasoning, Memory, Continual Learning Metrics
A decision memo separating reasoning, long-term memory, and continual learning into testable metrics to reduce AGI narrative confusion.
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.
CommunityMar 3, 20262026-03-035 minVerified
When LLM Inference Becomes Memory-Bound Under Roofline
Use Roofline (I ≤ π/β) to classify LLM inference kernels as memory- or compute-bound, and guide bandwidth, cache, and interconnect decisions.