A federal judge on October 13, 2026 granted Apple limited expedited discovery in its trade-secret lawsuit against OpenAI, ordering the defendants to…
Locate, Judge, Read: Role-Specialized Tool Agents over a Knowledge-Point Index for Open-Domain Multimodal Document QA
arXiv:2610.13128v1 Announce Type: new Abstract: Question answering over large heterogeneous document collections requires first finding the right passages…
DOJ Charges OpenAI Engineer With Bugging Executive Conference Room
The Justice Department announced on October 13, 2026 that Abdulrahman Alfozan, a 35-year-old OpenAI engineer and national of Saudi Arabia, was arrested…
Does Location Matter? A Black-Box Causal Audit Reveals Model-Dependent Audio Grounding in LALM Hallucination
arXiv:2610.13112v1 Announce Type: new Abstract: Large audio-language models (LALMs) frequently exhibit object hallucination, affirming absent sounds. The…
SEC Declares Agility Robotics SPAC Merger Registration Effective
Agility Robotics announced on October 13, 2026, that the Securities and Exchange Commission declared effective that day the joint registration statement…
DRYLAB-Bench: Benchmarking the Biosecurity Risk of Agentic LLM Mutation Design
arXiv:2610.13116v1 Announce Type: new Abstract: As large language models (LLMs) acquire advanced biological design capabilities, they offer substantial…
VETR: Execution-Grounded Self-Improving Agent for Symbolic Graphics Reasoning
arXiv:2610.13098v1 Announce Type: new Abstract: Visual agents for symbolic graphics reasoning depend on executable world representations, yet continued…
Top 12 AI Live Translation Tools in 2026: Latency, Languages, Pricing
We checked 12 AI live translation tools, including Palabra.ai, Google Live Translate, DeepL Voice, Teams Interpreter and Wordly, against official pages…
LongHarness: Advancing Agentic Reasoning over 100M-Token Corpora via Stateful Evidence Management
arXiv:2610.13075v1 Announce Type: new Abstract: Corpus-level long-context reasoning requires agents to acquire and integrate evidence across document…
OpenAI employee arrested for allegedly planting a bug in a conference room
An OpenAI engineer was arrested after the company said it discovered a “sophisticated recording device” hidden in one of its offices. The employee,…
When Faster Decisions Do Not Make Better Agents: An Empirical Study of Jev in Agent Workflows
arXiv:2610.13092v1 Announce Type: new Abstract: AI agents depend on repeated decisions to accomplish tasks, with large language models (LLMs) commonly…
Learning to Play Like a Pro: Adaptive Motion Planning and Tracking for Humanoid Robots
This White Paper provides roboticists and control engineers with a comprehensive overview of how motion planning and motion tracking can be decoupled to…
Attention Sees, MLP Refuses: Tracing the Attention-to-MLP Safety Pathway in LLMs
arXiv:2610.13078v1 Announce Type: new Abstract: Safety-aligned large language models (LLMs) remain vulnerable to jailbreaks and can over-refuse benign…
Judge orders OpenAI to turn over hiring records in Apple trade secrets case
A federal judge ruled that Apple can access OpenAI’s interview materials involving former Apple employees, as well as private messages and testimony from…
SWEAR: Section-Wise Efficient Audio Reasoning via Self-Rated Difficulty
arXiv:2610.13081v1 Announce Type: new Abstract: Recent work on large audio-language models (LALMs) explores adaptive reasoning to balance accuracy and…
AI News Brief Hourly Summary 2026-10-13 23h : 15 posts
15 posts published in the last hour 20:32Provenance-Aware Belief Updating in Human-AI Feedback Loops 20:32Hindsight Structured Advice Distillation: Steering Executor Agents with Advisors Trained on Their Failures and Task Characteristics 20:32Scaling Empowered Agents 20:32EmbodiedCLBench: Evaluating Continual Learning for Self-Evolving Embodied…
Provenance-Aware Belief Updating in Human-AI Feedback Loops
arXiv:2610.13008v1 Announce Type: new Abstract: In repeated human-AI interaction, a single observation can be quoted, summarized, and returned to a model…
Hindsight Structured Advice Distillation: Steering Executor Agents with Advisors Trained on Their Failures and Task Characteristics
arXiv:2610.13000v1 Announce Type: new Abstract: Language-model agents are used for specialized work such as financial research, healthcare and law. Such…