arXiv:2609.37686v2 Announce Type: replace Abstract: Autonomous agents have made rapid progress in general-purpose computer use, yet reliable automation of…
GraphDecisionBench: Benchmarking System One Models on Graph Tasks
arXiv:2610.06354v2 Announce Type: replace Abstract: Large language models (LLMs) are increasingly explored for graph understanding and decision-making,…
Intel, Broadcom CEOs flag AI industry challenges at financial event
Intel Corp. Chief Executive Lip-Bu Tan and Hock Tan, his counterpart at Broadcom Inc., have flagged capital access as a potential challenge for the…
Hyper Algorithm Design Agent: Evolving Learnable Optimizer from Zero
arXiv:2609.35328v2 Announce Type: replace Abstract: Meta-Black-Box Optimization (MetaBBO) is one of the highlights in the recent AI for Optimization…
The Convention Gap: Beyond Literal Content in Human-AI Cooperation
arXiv:2609.11489v4 Announce Type: replace Abstract: Cooperative AI agents are often evaluated against other AIs, yet human cooperation is thought to rely…
SWE-Bench Pro Verified: A Reliable Benchmark for Software Engineering Agents
arXiv:2609.08149v3 Announce Type: replace Abstract: SWE-Bench Pro has emerged as a standard benchmark for evaluating software engineering agents on…
API Benchmark Scores Do Not Reliably Transfer to Chatbot Interfaces
arXiv:2609.08861v3 Announce Type: replace Abstract: Benchmark scores are a central currency in model releases: they inform purchasing decisions, shape…
JEV-as-a-Judge: Accept When Confident, Escalate When Unsure
arXiv:2609.26550v5 Announce Type: replace Abstract: LLM-as-a-judge scales evaluation, but reasoning judges are slow and costly. We study JEV-as-a-Judge:…
IBBench-Light: A Paired Evaluation of Task-Conditioned Responses to External Directives
arXiv:2609.13725v3 Announce Type: replace Abstract: An external record may contain a procedure to apply or text to read, depending on the user’s request.…
AI News Brief Hourly Summary 2026-10-13 02h : 14 posts
14 posts published in the last hour 23:31Data-Driven Persona-Conditioned Agents for A/B Test Simulation 23:31Multi-Harness Reinforcement Learning for Coding Agents: Training Gains and Harness Dependence 23:31Can escalation channels redirect reward hacking toward defect disclosure? 23:31H2Table: Hierarchical Hypergraph-Enhanced Large Language Models…
Data-Driven Persona-Conditioned Agents for A/B Test Simulation
arXiv:2609.01038v2 Announce Type: replace Abstract: A/B testing is the gold standard for evaluating product changes, but each experiment requires real…
Multi-Harness Reinforcement Learning for Coding Agents: Training Gains and Harness Dependence
arXiv:2609.04518v2 Announce Type: replace Abstract: Recent systems train coding agents with reinforcement learning (RL) on trajectories collected through…
Can escalation channels redirect reward hacking toward defect disclosure?
arXiv:2608.29460v3 Announce Type: replace Abstract: When coding agents encounter defective test infrastructure they may reward-hack: hardcoding outputs or…
H2Table: Hierarchical Hypergraph-Enhanced Large Language Models for Complex Table Reasoning
arXiv:2609.01216v2 Announce Type: replace Abstract: Tables are ubiquitous across diverse domains, yet reasoning over them remains a significant challenge…
Introducing improved enterprise sign-in controls
Until now, there was no way to control how enterprise users sign in to Kiro on managed devices. Even if your organization requires IAM Identity Center,…
Preference Elicitation for Policy Optimization and Application to Aligning Heart Transplantation with Human Values
arXiv:2608.28620v2 Announce Type: replace Abstract: Preference elicitation is essential for aligning AI systems with human values. Prior approaches (e.g.,…
ResidencyRL: Reinforcement Learning in Simulated Clinical Environments
arXiv:2608.07418v2 Announce Type: replace Abstract: In medical education, physicians convert academic knowledge into clinical expertise through residency:…
From Mastery Profile to Simulated Response: Stochastic Student Knowledge Graphs (SSKG) for Faithful LLM Student Simulation
arXiv:2608.21668v2 Announce Type: replace Abstract: Large language models (LLMs) are increasingly used to simulate students at different mastery levels to…