arXiv:2610.00221v2 Announce Type: replace-cross Abstract: Is the same data equally useful to every learner? The question is whether the value of a…
FACT: Fidelity-Aware Construction of Articulated Twins
arXiv:2609.37067v2 Announce Type: replace-cross Abstract: Visually plausible articulated assets may still fail during contact interactions or exhibit…
OpenCollab: A Multi-Agent Coding Framework with Programmable Collaboration and Controllable Runtime
arXiv:2609.38345v2 Announce Type: replace-cross Abstract: Multi-agent coding systems are designed to tackle complex software engineering tasks through…
Scale and Selection: What Makes Automatic Harness Evolution Work for Visual-Interface Robot Agents
arXiv:2609.39304v2 Announce Type: replace-cross Abstract: When an off-the-shelf coding agent is used directly as a robot policy, observing a browser-based…
AI News Brief Hourly Summary 2026-10-13 11h : 12 posts
12 posts published in the last hour 08:32ThinkNet: Evolutionary Deep Ensembles for Efficient Motor-Imagery EEG Classification 08:32Trust, but Validate the Instrument: Auditing AI-Generated RTL Verification Plans on Authored Security-Regression Proxies 08:32RLVR$^{2}$: Reinforcement Learning with Verifiable Rubric-based Ranking 08:32MS-GLA: Multi-Scale Gated…
ThinkNet: Evolutionary Deep Ensembles for Efficient Motor-Imagery EEG Classification
arXiv:2609.33967v2 Announce Type: replace-cross Abstract: Practical assistive and rehabilitative brain–computer interfaces require subject-independent…
Trust, but Validate the Instrument: Auditing AI-Generated RTL Verification Plans on Authored Security-Regression Proxies
arXiv:2609.19844v2 Announce Type: replace-cross Abstract: AI-generated RTL verification plans can satisfy a provider schema yet fail at the boundary to…
RLVR$^{2}$: Reinforcement Learning with Verifiable Rubric-based Ranking
arXiv:2609.23457v2 Announce Type: replace-cross Abstract: Reinforcement Learning with Verifiable Rewards (RLVR) is expanding from tasks with well-defined…
MS-GLA: Multi-Scale Gated Linear Attention for Addressing Representational Bottlenecks via Multi-Temporal Resolution
arXiv:2609.35664v2 Announce Type: replace-cross Abstract: Gated Linear Attention (GLA) Transformers advance linear recurrent models through data-dependent…
Accelya Debuts FLX Recover Agentic AI for Airline Passenger Recovery
Airline software company Accelya on October 13, 2026 announced FLX Recover, an agentic AI-powered solution designed to help airlines assist disrupted…
Graph World Models for Constrained Epidemic Policy Planning
arXiv:2609.35545v2 Announce Type: replace-cross Abstract: Epidemic policy planning often requires coordination between geographical regions, taking into…
What Makes Adversarial Examples Transfer Across Deepfake Detectors?
arXiv:2609.10002v2 Announce Type: replace-cross Abstract: Deepfake detectors remain vulnerable to transfer-based black-box attacks, in which adversarial…
Protocol effects on feature-based hardware-Trojan detection across Trust-Hub families
arXiv:2609.07199v2 Announce Type: replace-cross Abstract: Trust-Hub reuses host circuits: several files differ mainly in the inserted Trojan. When gates…
TDDN: Text-aligned Diffused DINO Network for Puzzle Understanding
arXiv:2609.07937v2 Announce Type: replace-cross Abstract: Structured visual reasoning, such as image puzzles, demands fine-grained visual perception,…
SUN: Reaching for Novelty in Reinforcement Learning
arXiv:2609.08642v2 Announce Type: replace-cross Abstract: Exploration in reinforcement learning (RL) remains a fundamental challenge. Recent…
Defense-as-Skill: Evolving Runtime Guard Skill for Skill-Augmented Agents
arXiv:2609.01487v2 Announce Type: replace-cross Abstract: Skill-augmented agents load reusable skills as persistent runtime context, improving task…
AI News Brief Hourly Summary 2026-10-13 10h : 12 posts
12 posts published in the last hour 07:32First-Order In-Context Shapley: Scalable Data Auditing for LLM Alignment and Evaluation 07:32DASC: Decay-Aware State Compression for Hybrid Linear-Attention Serving 07:32What Current AI Benchmarks Leave Unmeasured: Modality, Search, Citations, and Implications (for Safety Evaluations)…
First-Order In-Context Shapley: Scalable Data Auditing for LLM Alignment and Evaluation
arXiv:2607.22766v2 Announce Type: replace-cross Abstract: Post-training alignment of Large Language Models is increasingly bottlenecked by data quality:…