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.
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 12, 20262026-03-125 minVerified
Active Provenance AIBOMs For Agentic AI Reproducibility And Security
Why SBOMs miss agentic AI runtime behavior, environment drift, and exploitability context—and how active provenance AIBOMs address it.
SourceMar 12, 20262026-03-124 minVerified
Adversarial Attacks on ML NIDS and Ensemble Defenses
ML-based NIDS can be evaded via adversarial examples like FGSM and GAN. Evaluate robustness and compare ensemble defenses.
SourceMar 12, 20262026-03-124 minVerified
How AI Co-Writing Shifts Writing And Opinions
AI co-writing can shift users from ideation to reactive selection, affecting expressed claims and even post-writing attitudes.
CommunityMar 12, 20262026-03-125 minVerified
Cash vs Unlimited AI Access: ROI Decision Framework
Compare monthly cash vs future unlimited generative AI using ROI, including review, security, and policy-compliance costs.
SourceMar 12, 20262026-03-124 minVerified
Epistemic Stability For Industrial LLM Hallucination Control
Industrial LLM hallucinations framed as a reproducibility problem, comparing five prompt strategies to reduce output variance across repeated runs.
SourceMar 12, 20262026-03-124 minVerified
Learning Quantum Probes for End-to-End RF Sensing
Reframes RF channels as sensors and jointly learns quantum probes with models under 5 ms/sample and pipeline constraints.
SourceMar 12, 20262026-03-124 minVerified
Measuring LLM Gaps With LatAm Context QA Benchmarks
A LatAm-focused QA set (26k+) links Wikidata and Wikipedia to measure LLM gaps by country and cultural context.
CommunityMar 12, 20262026-03-124 minVerified
Rethinking Research Automation Forecasts Beyond Speed And Accuracy Metrics
Don’t equate tokens/sec or speedups with research automation; fix success, time budget, retries, and verification to forecast.
SourceMar 12, 20262026-03-123 minVerified
UniPINN Tackles Multifluid PINNs With Shared And Dynamic Learning
UniPINN targets three bottlenecks in multi-flow PINNs: shared vs specific features, negative transfer, and loss-scale imbalance.
RoundupMar 11, 20262026-03-112 min
AI Resource Roundup (24h) - 2026-03-11
A curated link roundup from recently collected official updates and tech news.
SourceMar 11, 20262026-03-114 minVerified
Executable Skills Library for Self-Improving RL Agents
Defines skills as executable function code and manages them online via create-run-update-on-fail-save-on-success loops.
SourceMar 11, 20262026-03-113 minVerified
FuzzingRL Finds VLM Failures via Reinforcement Fine-Tuning
FuzzingRL combines fuzzing and reinforcement fine-tuning to automatically generate questions that induce VLM failures and reveal weak spots.
SourceMar 11, 20262026-03-114 minVerified
LLM Orchestrates Superconducting Qubit Control And Measurement Experiments
Overview of an LLM framework that automates superconducting qubit control and measurement via schema-less tool generation, plus safety and logging needs.
SourceMar 11, 20262026-03-114 minVerified
Markov Risk Surfaces And RL Search With LLM QA
Guardian turns messy case docs into schema-aligned spatiotemporal states, builds Markov risk surfaces, plans with RL, then validates via LLM QA.