arXiv:2610.38293v1 Announce Type: cross Abstract: Quarterly earnings forecasting requires an agent to connect financial evidence to the income-statement…
Cross Lingual Abstractive Summarization for Marathi
arXiv:2610.38267v1 Announce Type: cross Abstract: Text summarization is an important task for advancing natural language processing (NLP) research and…
The Role of Quantization in Loss Spikes
arXiv:2610.38277v1 Announce Type: cross Abstract: Loss spikes in language model pretraining can waste substantial compute and derail otherwise healthy…
Vendster: An Evaluation Arena to Investigate How Forecasting Tool Quality Affects LLM Agent Behaviors in Buyer-Vendor Negotiation
arXiv:2610.38292v1 Announce Type: cross Abstract: Time-series forecasters are ranked almost entirely by accuracy metrics, but a forecast’s decision value,…
A Tutorial on Generative Models for Music Audio
arXiv:2610.38252v1 Announce Type: cross Abstract: Music audio generation spans instrumental clips, full songs with vocals, edits of existing recordings,…
CuraEval: Evaluating Demonstration Curation on Mixed-Skill Robot Data
arXiv:2610.38221v1 Announce Type: cross Abstract: Robot imitation learning uses demonstrations from operators of varying skill, but selecting training…
Precedent or Intent? What Coding Agents Follow When Evolving Existing Code
arXiv:2610.38244v1 Announce Type: cross Abstract: Existing code reveals past implementation decisions but rarely explains the reasoning behind them. When…
The Indian Financial Automated Advice Bias (IFAAB) Dataset : Auditing Socioeconomic and Demographic Disparities in LLM-Generated Financial Advice in India
arXiv:2610.38239v1 Announce Type: cross Abstract: Large language models are increasingly used for financial guidance, yet little is known about whether…
MEV: A Multi-Event Video Dataset for Long-Take Generation
arXiv:2610.38241v1 Announce Type: cross Abstract: Current datasets for text-to-video generation are largely limited to short clips depicting a single…
Skeleton Coding: Program Structure as a Specification for Agents
arXiv:2610.38214v1 Announce Type: cross Abstract: Coding agents are typically provided end-to-end behavioral specifications that the code they produce…
AI News Brief Hourly Summary 2026-11-01 04h : 11 posts
11 posts published in the last hour 02:33Is it my preference? Role Grounding Attack against Agent’s Memory via Social Interaction 02:33Scaling Lean Theorem Proving for Real-World Code Verification 02:33Convex-SKM-Net: Low-Latency Block Halfspace Corrections for Neural Convex Constraint Satisfaction 02:32Answer-Only Disclosure:…
Is it my preference? Role Grounding Attack against Agent’s Memory via Social Interaction
arXiv:2610.38209v1 Announce Type: cross Abstract: LLM-based agents now share experiences on social platforms and remember new preferences to enhance their…
Scaling Lean Theorem Proving for Real-World Code Verification
arXiv:2610.38174v1 Announce Type: cross Abstract: We present EasyProver, a Lean proving system built from recursive agents with isolated contexts,…
Convex-SKM-Net: Low-Latency Block Halfspace Corrections for Neural Convex Constraint Satisfaction
arXiv:2610.38197v1 Announce Type: cross Abstract: Fast inference and strict constraint satisfaction are essential for learning-based decision-making.…
Answer-Only Disclosure: Private-Context LLM Assistance over Web APIs with a Leakage Ledger
arXiv:2610.38126v1 Announce Type: cross Abstract: Web assistants increasingly answer questions about a user’s private documents by pairing a small…
Estimating Implicit Expected Log Density Ratios
arXiv:2610.38151v1 Announce Type: cross Abstract: When exact probabilities cannot be computed, \emph{density ratio estimation (DRE)} is a key subroutine…
Beauty Is Human: When People Love AI-Generated Art, They Think a Human Made It
arXiv:2610.38113v1 Announce Type: cross Abstract: Generative AI now produces images and poems that people cannot reliably distinguish from human-made…
From the Gettier Machine to Justified True Output: A Three-Step Account of Rational Trust in Generative AI
arXiv:2610.38112v1 Announce Type: cross Abstract: As generative artificial intelligence (AI) settles into everyday practices of inquiry, an old…