Lighthouse RL: Sample-Efficient Circuit Optimization via Strategic Reset Points
Lighthouse RL: sample-efficient RL for analog circuit sizing via strategic reset from high-performing configurations discovered during training.
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Lighthouse RL: sample-efficient RL for analog circuit sizing via strategic reset from high-performing configurations discovered during training.
Reframes penetration testing for AI systems: shifts focus from infrastructure compromise to behavioral objective violation via prompt/data/tool manipulation.
Study shows agent-optimization gains may not compound over time; proposes Terminal-Bench 2.0 to test continual learning on deployed agents.
Uses Lyapunov exponent as RL reward signal to stabilize inverted pendulum beyond Kapitza pendulum solution.
Proposes DVM-HALL model and NHAS metric to evaluate human-agent loyalty in autonomous commerce systems.
Microsoft's monthly release of security fixes, dubbed Patch Tuesday, resolved a record 570 security vulnerabilities across the company's product line, thanks to discoveries with AI.
TRACE assigns per-turn rewards for long-horizon multi-tool agents to improve credit assignment beyond sparse outcome rewards.
Extends empirical Bayes VAE to joint longitudinal and time-to-event modeling for tumor growth data.
Proposes structure-aware dance generation via atomic movements to improve choreographic coherence and controllability.
Constraint-aware counterfactual editing for aspect-based sentiment analysis with aspect-invalid preservation.
The Codex Micro is designed to monitor multiple agentic threads at a glance.
OpenAI is finally releasing some hardware. No, it isn't the mysterious AI-powered device the company is developing with former Apple designer Jony Ive, a project already tangled up in a messy lawsuit. Instead, it's a product designed to be used with its coding platform, Codex…
DeltaMerge-LowRes composes language and task deltas in weight space for low-resource NLP adaptation.
Apple Intelligence is headed to China after regulators approved Apple’s AI services through a partnership with Alibaba. The long-rumored deal will bring Alibaba’s Qwen AI models to Apple’s operating systems, marking a major expansion of the company’s generative AI platform into…
Improves mixing bounds for Dikin walks on polytopes using interior-point geometry.
HealthClaw agent maintains longitudinal health profiles via inductive memory updates across repeated encounters.
Unsupervised clustering on cardiac PET/MRI data for cardiomyopathy diagnosis; domain-specific medical imaging, not frontier AI.
Decoder-only Transformer (VAIOM) for continuous financial time-series prediction with categorical output distribution.
Formal differential-privacy framework for whistleblower protection against organizational retaliation via auditor-selection obfuscation.
Generative Compilation: decoder-level compiler feedback for LLM code generation without white-box model access.
Can a handful of engineers really do the work of an army of consultants? That’s the bet behind Ode with Anthropic — the joint venture dedicated to embedding forward-deployed engineers in enterprise firms, backed by Anthropic, Blackstone, Hellman & Friedman, Goldman Sachs and…
DeepStress: stress-testing framework for search agents' robustness to degraded retrieval quality and evidence reliability.
Newton algorithm for nonnegative matrix factorization with Kullback-Leibler divergence; standard numerical optimization, not frontier AI.
Theory of partially-correlated verifier cascades for LLM output reliability; extends Odds Law with latent per-instance error rates.
StepUP 2nd competition: footstep biometrics on 150-person dataset; domain-specific benchmark unrelated to frontier AI.
Multilingual LLM prompting for high-order question generation in education using Bloom's Taxonomy.
AIMO Interpretability Challenge: competition to distinguish robust from spurious reasoning in frontier math LLMs via mechanistic analysis.
Quantum Kitchen Sinks applied to RF spectrogram anomaly detection with multi-depth re-uploading and ring entanglement on near-term quantum hardware.
PiVoT: variational Bayesian tracker for multi-object detection in radar point clouds under heavy clutter without external clustering.
Experience Memory Graph enables one-shot error correction for LLM agents via structured trajectory memory, reducing API costs and improving generalization.