arXiv:2609.38743v1 Announce Type: new Abstract: LLM agents rely on retrieval tools to access external knowledge, yet visual agentic search remains…
Self-Evolving Algorithm-Design Agents: Escaping In-Context Evolutionary Stagnation via Population-Curated Policy Optimization
arXiv:2609.38757v1 Announce Type: new Abstract: Large language models are increasingly participating in complex real-world tasks in the form of…
AI News Brief Hourly Summary 2026-10-01 10h : 12 posts
12 posts published in the last hour 07:32Concept-Grounded Attention: A Controlled Evaluation of Graph-Injected Attention, Temporal Versioning, and Epistemic Status 07:32Budget Boundary Effects in Test-Time Mathematical Reasoning 07:32Where Scientific Search Agents Fail: Decision-Checkpoint Auditing of Exposure and Inspection Attempts 07:32GATE-ST:…
Concept-Grounded Attention: A Controlled Evaluation of Graph-Injected Attention, Temporal Versioning, and Epistemic Status
arXiv:2609.38684v1 Announce Type: new Abstract: Knowledge-intensive language-model systems typically represent external knowledge as text chunks or static…
Budget Boundary Effects in Test-Time Mathematical Reasoning
arXiv:2609.38699v1 Announce Type: new Abstract: A cumulative token cap can fall inside a mathematical derivation, forcing a test-time controller to choose…
Where Scientific Search Agents Fail: Decision-Checkpoint Auditing of Exposure and Inspection Attempts
arXiv:2609.38670v1 Announce Type: new Abstract: Final-answer accuracy does not reveal whether a scientific-search agent failed to encounter a target…
GATE-ST: Gene-Aware Text-image Encoder for Spatial Transcriptomics
arXiv:2609.38690v1 Announce Type: new Abstract: Spatial transcriptomics enables spatially resolved gene expression analysis from slide-level images while…
EvoSteer: Online Self-Evolving Graph Orchestration via Reference-Anchored Credit Assignment
arXiv:2609.38661v1 Announce Type: new Abstract: In recent years, LLM-based multi-agent systems have been widely applied to orchestrate tool-using agents…
Sense and Sensitivity: Benchmarking LLM Clinical Triage Recommendations with Physician Experts
arXiv:2609.38600v1 Announce Type: new Abstract: As large language models (LLMs) are increasingly used in clinical settings, it is critical to evaluate…
When Scientific Contradictions Are Lost in Translation
arXiv:2609.38621v1 Announce Type: new Abstract: Two scientific findings can disagree without contradicting each other. Determining whether they conflict…
Component-Aware Feedback for Self-Evolving Programs
arXiv:2609.38639v1 Announce Type: new Abstract: LLM-guided evolutionary search can discover complex programs, but existing methods mostly only save…
ChartRevise: A Dataset and Evaluation Protocol for Exact Chart Editing via Code
arXiv:2609.38642v1 Announce Type: new Abstract: Chart editing requires cross-modal edit grounding, realizing a requested visual change in the code that…
NVIDIA Releases Kumo Tabular: Open Tabular Foundation Models That Predict New Rows in a Single Forward Pass
NVIDIA has released Kumo Tabular, a new family of tabular foundation models (TFMs) for classification and regression. If you have followed TabPFN or…
AgBench: Agentic AI Benchmarks for Personal AI Devices
arXiv:2609.38652v1 Announce Type: new Abstract: Agentic AI systems increasingly rely on cloud-hosted large language models for planning, tool use, and…
AI News Brief Hourly Summary 2026-10-01 09h : 6 posts
6 posts published in the last hour 06:33Demographic Pluralism: Inference-Time Modeling of Pluralistic Human Preference Distributions 06:33VAmoS Part Deux: Harder, More Realistic Voice-Agent Simulation 06:33Defining and Categorising Human-AI Interactions in Clinical Trials: A Multidimensional Human-AI Classification Approach 06:33Conditional Generation of…
Demographic Pluralism: Inference-Time Modeling of Pluralistic Human Preference Distributions
arXiv:2609.38555v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly used in culturally sensitive settings, where alignment…
VAmoS Part Deux: Harder, More Realistic Voice-Agent Simulation
arXiv:2609.38512v1 Announce Type: new Abstract: Voice agents in production must handle several requests, background speech, and customers who lose…
Defining and Categorising Human-AI Interactions in Clinical Trials: A Multidimensional Human-AI Classification Approach
arXiv:2609.38559v1 Announce Type: new Abstract: This paper examines human-AI interactions (HAIIs) in clinical trials and presents a multidimensional…