arXiv:2411.02817v3 Announce Type: replace-cross Abstract: Generative models guided by text prompts are widely evaluated for fidelity and prompt alignment,…
Understanding Transformer-based Vision Models through Inversion
arXiv:2412.06534v5 Announce Type: replace-cross Abstract: Understanding the internal mechanisms of deep neural networks remains a central challenge in…
WoundAmbit: Bridging State-of-the-Art Semantic Segmentation and Real-World Wound Care
arXiv:2504.06185v3 Announce Type: replace-cross Abstract: Chronic wounds affect a large population, particularly the elderly and diabetic patients, who…
CRM: Retrieval Model with Controllable Condition
arXiv:2412.13844v2 Announce Type: replace-cross Abstract: Retrieval models for recommendation need to account for outcomes such as watch time while…
AI News Brief Hourly Summary 2026-10-13 04h : 11 posts
11 posts published in the last hour 01:32TypedBench: A Benchmark for Calibration, Framing Sensitivity, and Cost in System One Decision Models 01:32Estimating Great Expectations Under Autoregressive Language Models with Potentials 01:32MultiWorldBench: Do Independently Controlled Views Describe One Shared World? 01:31Cognition-Oriented…
TypedBench: A Benchmark for Calibration, Framing Sensitivity, and Cost in System One Decision Models
arXiv:2610.11392v2 Announce Type: replace Abstract: System One models output calibrated probabilities over typed answers such as categorical choices,…
Estimating Great Expectations Under Autoregressive Language Models with Potentials
arXiv:2610.11399v2 Announce Type: replace Abstract: Many applications of language models hinge not on individual samples but on the expectation of a test…
MultiWorldBench: Do Independently Controlled Views Describe One Shared World?
arXiv:2610.11723v2 Announce Type: replace Abstract: Multiplayer world models must ensure that independently controlled views remain consistent with one…
Cognition-Oriented Emotion Tracing from Causes to Consequences in Real-World Social Scenes
arXiv:2610.11410v2 Announce Type: replace Abstract: Affective computing has progressed from categorical emotion recognition to open-ended affective…
InterviewPlayground: A Validated Simulation Environment for Evaluating AI Interviewers
arXiv:2610.12023v2 Announce Type: replace Abstract: Increasingly, AI interviewers are being developed to elicit open-ended responses in applications like…
Learning to Report Unsafe Tasks in a Multi-Agent Game
arXiv:2610.09002v2 Announce Type: replace Abstract: When a team of agents shares a reward for completed tasks, reporting and stopping unsafe work reduces…
Reasoning-Token Spikes Under Prompted Untruthful Responses in Large Language Models
arXiv:2610.10405v2 Announce Type: replace Abstract: Monitoring the chain-of-thought of reasoning artificial intelligence (AI) models remains a key…
From Benchmark to Bench: Can Agents Survive Real-World Drug Discovery?
arXiv:2610.06411v2 Announce Type: replace Abstract: Agentic systems increasingly coordinate molecular-design tools, but it is unclear which layer of the…
Bolzano: From Expert-Guided Proof Search to Automated Open-Problem Solving
arXiv:2610.09769v2 Announce Type: replace Abstract: Large language models are increasingly contributing to mathematical research, where progress often…
OTel: Open Telco AI Datasets, Benchmarks, and Models
arXiv:2610.07766v3 Announce Type: replace Abstract: We present Open Telco (OTel), an open telecom AI resource that releases derived telecom datasets for…
AI News Brief Hourly Summary 2026-10-13 03h : 12 posts
12 posts published in the last hour 00:32DREAM: Dynamic Resolution Assignment For Multimodal Multi-agent Debate 00:31Claim-Gated Source-Risk Auditing for Generative Search 00:31EngiWorld: What Can Frontier Agents Deliver in Professional Engineering Environments? 00:31GraphDecisionBench: Benchmarking System One Models on Graph Tasks 00:31Intel,…
DREAM: Dynamic Resolution Assignment For Multimodal Multi-agent Debate
arXiv:2610.05615v2 Announce Type: replace Abstract: Multi-agent debate (MAD) has emerged as an effective paradigm to improve the reasoning capabilities of…
Claim-Gated Source-Risk Auditing for Generative Search
arXiv:2609.29145v2 Announce Type: replace Abstract: A generative search answer can cite a supported passage yet omit a source relationship that changes…