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.
All Articles
845 articles · Page 5 / 36
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.
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.
RoundupMar 12, 20262026-03-122 min
AI Resource Roundup (24h) - 2026-03-12
A curated link roundup from recently collected official updates and tech news.
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.
SourceMar 11, 20262026-03-114 minVerified
Measure Generative Search Visibility as Distributions, Not KPIs
Because citations can be non-deterministic, treat visibility as a sampled distribution and compare it statistically over time.
SourceMar 11, 20262026-03-114 minVerified
Multi-LLM Consensus Workflow for Missing Child Investigations
Guardian proposes a multi-LLM pipeline with a consensus engine for early missing-child searches, emphasizing auditable TEVV operations.
SourceMar 11, 20262026-03-114 minVerified
Private Dataset Condensation for Classical Clinical Models
arXiv:2603.09356 discusses dataset condensation for medical data, extending to trees and Cox via DP and zero-order optimization.
SourceMar 11, 20262026-03-115 minVerified
Routing and Gating for Stable Online Continual Learning
In one-pass non-stationary streams, evaluate PEFT limits and use routing/gating plus stability budgets to reduce forgetting and latency.
CommunityMar 11, 20262026-03-114 minVerified
Self-Amplifying R&D Loops And Alignment-Faking Risk Signals
As AI-driven R&D loops accelerate, alignment-faking signals (12%) raise operational risk. Lock in TEVV, independent review, and monitoring.
SourceMar 11, 20262026-03-114 minVerified
Testing Intersectional SDoH Bias in Clinical LLM Recommendations
Clinical LLM recommendations can shift with intersecting SDoH (gender, insurance, housing). Test cross-profiles and measure over-refusal before deployment.
SourceMar 11, 20262026-03-115 minVerified
Verifier Rewards With Executable Checkers For Multi-Turn Agents
Using executable per-instance checkers to provide verifiable rewards for multi-turn tool agents, reducing labeling while surfacing risks.