arXiv:2610.02715v1 Announce Type: new Abstract: Egocentric videos capture how people carry out everyday activities, yet testing an agent requires…
Yandex Introduces Sona: A Single Generative Recommender That Replaces Entire Recommendation Cascade
One transformer ran candidate generation and ranking in Yandex Music’s A/B test without hand-engineered features, lifting likes 11.42%.
Decoupling Memory from Context: Structured Memory for Token-Efficient Test-Time Continual Learning
arXiv:2610.02687v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly deployed in enterprise, scientific, and medical…
DataWeave: Deploying Human-LLM Analytics for Exploratory Structured Data Analysis
arXiv:2610.02679v1 Announce Type: new Abstract: Data journalism, the practice of using data analysis to surface newsworthy stories, depends increasingly…
A GHOST in Long-Horizon Agents: Governance Hazard from Overlooked Safety Constraints across Turns
arXiv:2610.02664v1 Announce Type: new Abstract: Long-horizon agents are now playing an increasingly significant role in assisting humans with complex…
Coherence-Driven Belief Formation and Population Dynamics of Contagion in LLM Agents
arXiv:2610.02654v1 Announce Type: new Abstract: Models of social contagion usually assume how individuals adopt beliefs and derive population behavior…
Spend Teacher Tokens Where They Matter: Success-Referenced On-Policy Distillation
arXiv:2610.02678v1 Announce Type: new Abstract: On-policy distillation (OPD) combines student-generated rollouts with dense token-level supervision from a…
Batched Speech Decisions Without Decoding: Single-Token Supervision Lets a Frozen LLM Hear Beyond the Transcript
arXiv:2610.02638v1 Announce Type: new Abstract: Full-duplex voice agents make many small, closed decisions, which current systems answer by slow…
AI News Brief Hourly Summary 2026-10-05 10h : 11 posts
11 posts published in the last hour 07:32CuBEs: Culturally-Situated Behavioral Evaluations and the Limitations of Culture-Blind LLM Judges 07:32Time Series Forecasting Benchmarks Need Scenario-Grounded Stress Testing 07:32VERSE: Verified Self-Evolving Optimizer for Agent Harnesses 07:32Lost in the Request: How Communication Variation…
CuBEs: Culturally-Situated Behavioral Evaluations and the Limitations of Culture-Blind LLM Judges
arXiv:2610.02622v1 Announce Type: new Abstract: Evaluating the occurrence and triggers of large language model (LLM) behaviors – such as sycophancy,…
Time Series Forecasting Benchmarks Need Scenario-Grounded Stress Testing
arXiv:2610.02608v1 Announce Type: new Abstract: Time series forecasting (TSF) increasingly drives decisions in transportation, energy, finance,…
VERSE: Verified Self-Evolving Optimizer for Agent Harnesses
arXiv:2610.02616v1 Announce Type: new Abstract: Harness evolution improves an LLM agent’s prompts, tools, and workflow, while the optimizer’s own tools…
Lost in the Request: How Communication Variation Disrupts Retrieval and Action in Email Agents
arXiv:2610.02627v1 Announce Type: new Abstract: An email assistant should not complete less work simply because a user phrases the same request…
Designing the Future of User Feedback for Generative AI
arXiv:2610.02631v1 Announce Type: new Abstract: Post-deployment feedback from users can be a cost-effective, scalable, and representative means to monitor…
Mitigating Social Sycophancy via Pluralistic Preference Optimization
arXiv:2610.02568v1 Announce Type: new Abstract: Personal advice, including relationship advice, now ranks among the most common uses of generative AI. But…
TasteBench: Multimodal Benchmark for Sensory Prediction, from Molecules to Sustainable Foods
arXiv:2610.02599v1 Announce Type: new Abstract: Sustainable protein discovery lacks the fast computational proxies, analogous to molecular docking or…
Open-Endedness Bench: Measuring Epistemic Process from Agent Records
arXiv:2610.02588v1 Announce Type: new Abstract: Agents are increasingly given open-ended research tasks: discovering an empirical law from self-designed…
Answering clinicians’ questions over trial evidence tables with verifiable, feedback-driven language models
arXiv:2610.02576v1 Announce Type: new Abstract: Systematic reviews condense clinical trials into evidence tables, yet clinicians can interrogate these…