arXiv:2610.11605v1 Announce Type: cross Abstract: We introduce NanoProof, to our knowledge the first factorized execution-guided theorem prover in Lean 4…
SDPAD: A Fully Spike-Driven Pipeline for End-to-End Autonomous Driving
arXiv:2610.11583v1 Announce Type: cross Abstract: End-to-end autonomous driving demands trajectory planners that are both highly accurate and cheap enough…
SWE-Journey: Towards More Realistic Evaluation of Coding Assistants through Long-Horizon, Multi-Turn Interaction
arXiv:2610.11559v1 Announce Type: cross Abstract: Coding assistants such as Claude Code and Codex have become a major application of LLM agents, yet…
Sera: Semantic Representation Aggregation for Reliable and Interpretable Battery Health Forecasting
arXiv:2610.11567v1 Announce Type: cross Abstract: Battery state of health (SoH) forecasting is important for battery management, but remains challenging…
California is trying to shut down robot vs. human cage matches
The California State Athletic Commission sent a cease-and-desist letter to a startup that hosted a match between a human and a robot last month, as…
Adapting English Quality Classifiers for Multilingual LLM Pretraining Data Selection
arXiv:2610.11585v1 Announce Type: cross Abstract: Recent advances in large language model (LLM) pretraining highlight the role of high-quality training…
Fired OpenAI safety researchers dispute misconduct claims, warn of chilling effect
Three fired OpenAI safety researchers dispute allegations of mishandling sensitive information, warning in an open letter that their dismissals are…
Learning to Orchestrate Evolutionary Search: Progression-Aware Deep Reinforcement Learning for Dynamic DE-CMA-ES Coordination in Optimization and Structural Model Updating
arXiv:2610.11546v1 Announce Type: cross Abstract: Solving high-dimensional structural model updating problems requires an algorithm capable of navigating…
AI News Brief Hourly Summary 2026-10-10 04h : 16 posts
16 posts published in the last hour 01:32Evaluating Local Language Model Agents for Reproducible Data Engineering: An Empirical Software Engineering Study of Mobility Workflows 01:32Design Creativity Bench: Measuring creativity in LLM-Generated UI 01:32Compactness and Consistency: A Conjoint Framework for Deep…
Evaluating Local Language Model Agents for Reproducible Data Engineering: An Empirical Software Engineering Study of Mobility Workflows
arXiv:2610.11482v1 Announce Type: cross Abstract: Context: Large language model (LLM) agents are increasingly used as software and data-engineering…
Design Creativity Bench: Measuring creativity in LLM-Generated UI
arXiv:2610.11539v1 Announce Type: cross Abstract: As leading LLMs improve on capability evaluations, their limitations in producing creative outputs on…
Compactness and Consistency: A Conjoint Framework for Deep Graph Clustering
arXiv:2610.11506v1 Announce Type: cross Abstract: Graph clustering is a fundamental task in data analysis, aiming at grouping nodes with similar…
AI agent developer Manus raises $500M+ at reported $4B valuation
Manus, the creator of the eponymous artificial intelligence agent, has raised more than $500 million in funding. The Chinese startup announced the round…
Constitutional Gating and Deterministic Recovery for Multi-Agent LLM Negotiation: Ablations Against a Stateful Adversarial Gatekeeper
arXiv:2610.11542v1 Announce Type: cross Abstract: Multi-agent LLM systems negotiating with a stateful counterpart waste model calls in three ways: polite…
CoreWeave makes the case for an open, full-stack AI cloud
The full-stack AI cloud market is about more than access to graphics processing units: it also encompasses the tools needed to improve models and agents…
MSGAT: Multi-Head Spiking Graph Attention with Similarity-Space Fusion for Image-Text Retrieval
arXiv:2610.11526v1 Announce Type: cross Abstract: Spiking neural networks (SNNs) offer an energy-efficient computing paradigm through sparse event-driven…
GROB: A Multi-Agent Architecture for Public-Trace Investigation of Candidate Agentic Activity
arXiv:2610.11467v1 Announce Type: cross Abstract: We present GROB, a multi-agent architecture for investigating candidate autonomous-agent activity…
Generative Adversarial Loops
arXiv:2610.11458v1 Announce Type: cross Abstract: AI research progress can be viewed as the interaction between two processes: benchmark creation and…