Evergreen: Efficient Claim Verification for Semantic Aggregates
arXiv:2604.26180v2 Announce Type: replace-cross Abstract: With recent semantic query processing engines, semantic aggregation has become a primitive operator, enabling the…
Staleness-Learning Rate Scaling Laws for Asynchronous RLHF
arXiv:2607.01083v2 Announce Type: replace-cross Abstract: High-throughput RLHF systems often decouple rollout generation from policy optimization, leading to the use of…
Principled approaches for extending neural architectures to function spaces for operator learning
Nature Machine Intelligence, Published online: 03 July 2026; doi:10.1038/s42256-026-01267-z Berner et al. show how to adapt popular neural networks into…
ComplianceGate: Classifier-Gated Multi-Tier LLM Routing for Inference in Regulated Industries
arXiv:2606.31163v2 Announce Type: replace-cross Abstract: Large language models deployed in regulated industries operate under two constraints: compliance enforcement and cost…
Recovering Input Text from Hidden States: Study of Gradient-Based Inversion of Decoder-Only Language Models
arXiv:2607.00852v1 Announce Type: cross Abstract: This work studies the hidden-state inversion problem: recovering the original input token sequence of a…
FinPersona-Bench: A Benchmark for Longitudinal Psychometric Stability of Autonomous Financial Agents
arXiv:2606.31522v2 Announce Type: replace-cross Abstract: Large Language Models (LLMs) are increasingly deployed as autonomous financial agents initialized with explicit behavioral…
Meta-Transfer Learning for mmWave Beam Alignment
arXiv:2607.00860v1 Announce Type: cross Abstract: Millimeter-wave (mmWave) beam alignment plays a critical role in next-generation wireless systems, yet its efficient…
Constructive Alignment: Governing Preference Dynamics in Human-AI Interaction
arXiv:2607.00001v1 Announce Type: new Abstract: Most approaches to AI alignment treat human preferences as fixed targets to be inferred and…