arXiv:2609.38098v1 Announce Type: new Abstract: Current vision-language models (VLMs) encode visual information in dense hidden states where object…
Do LLM Agents Execute the Plans They Declare? From Planning-Mode Declaration to Pattern-Specific Execution
arXiv:2609.38108v1 Announce Type: new Abstract: Large language models (LLMs) enable agents to solve long-horizon tasks by generating a plan and then…
AI News Brief Hourly Summary 2026-10-01 03h : 11 posts
11 posts published in the last hour 00:32Brain-SAD: A Brain-Inspired Safe Autonomous Driving Control Framework with Dynamic Fear-Oriented Constraint on Dual-Policy 00:32PE-EK-PINN: Physics Embedding with Evolving Kernel for Scalable Physics-Informed Neural Networks 00:32Retrieval-Augmented Skill Optimization via Cross-Harness Adaptation 00:31UserProxyBench: Evaluating…
Brain-SAD: A Brain-Inspired Safe Autonomous Driving Control Framework with Dynamic Fear-Oriented Constraint on Dual-Policy
arXiv:2609.38016v1 Announce Type: new Abstract: Constrained Reinforcement Learning has recently gained increasing attention in the field of Safe…
PE-EK-PINN: Physics Embedding with Evolving Kernel for Scalable Physics-Informed Neural Networks
arXiv:2609.38023v1 Announce Type: new Abstract: Physics-Informed Neural Networks (PINNs) embed governing equations into deep learning, but enforce them…
Retrieval-Augmented Skill Optimization via Cross-Harness Adaptation
arXiv:2609.38024v1 Announce Type: new Abstract: An agent skill is a reusable, actionable natural-language artifact that guides an agent to perform a task…
UserProxyBench: Evaluating LLM User Simulators for Agent Benchmarks and Training
arXiv:2609.38043v1 Announce Type: new Abstract: Interactive agent benchmarks and multi-turn reinforcement learning increasingly place a second language…
Probability is Not Enough: Exploring and Counting Divergent Tokens for Reasoning Uncertainty Quantification in LLMs
arXiv:2609.38070v1 Announce Type: new Abstract: As the chain-of-thought reasoning capabilities of large language models improve, evaluating and…
Which Attention Heads are like the Human Head? Not the Ones that Compute
arXiv:2609.37991v1 Announce Type: new Abstract: Brain-AI alignment is often interpreted as a sign that model and brain perform similar computations.…
KV-Kaizen: Learning Context-Adaptive Cache Compression Choices
arXiv:2609.37988v1 Announce Type: new Abstract: As the context size of text processed with an LLM grows, the size of KV caches can outstrip the memory…
Diagnosing and Improving Probabilistic Reasoning in Large Language Models
arXiv:2609.38005v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly proposed as decision assistants who must reason…
SelfSearch: Reward-Free Search for Self-Improving Agents
arXiv:2609.37968v1 Announce Type: new Abstract: Advances in the coding capabilities of LLM agents allow them to inspect and modify their own instructions,…
Google releases Gemini 4 Argon, called its most powerful model yet
Google has released its latest Gemini model, marketing it as a workhorse for coding and cybersecurity work.
HARISSA: Inference-Time Self-Checks for Efficient and Safe Local Language Model Deployment
arXiv:2609.38006v1 Announce Type: new Abstract: Running a language model locally offers advantages in privacy, latency, and cost, but local hardware fits…
AI News Brief Hourly Summary 2026-10-01 01h : 12 posts
12 posts published in the last hour 22:32Topological Coherence for Self-evolving Multi-agent Systems 22:32Pixels to Keys: Exploring Spatial and Motion Cues in Gameplay Inverse Dynamics 22:32BrainNet Studio: A Unified Toolkit for Brain Network Construction, Intelligent Analysis, and Visualization 22:32Video-RSI: Recursive…
Topological Coherence for Self-evolving Multi-agent Systems
arXiv:2609.37953v1 Announce Type: new Abstract: Complex tasks inherently couple workflow structure, agent responsibility, collaboration, and memory…
Pixels to Keys: Exploring Spatial and Motion Cues in Gameplay Inverse Dynamics
arXiv:2609.37907v1 Announce Type: new Abstract: Video games offer scalable environments for studying perception and control in embodied agents.Abundant…
BrainNet Studio: A Unified Toolkit for Brain Network Construction, Intelligent Analysis, and Visualization
arXiv:2609.37956v1 Announce Type: new Abstract: Brain networks characterize structural and functional relationships among brain regions and support…