arXiv:2611.01927v1 Announce Type: new Abstract: Long-horizon terminal tasks are used to evaluate and train agents. Human-curated datasets are scarce, so…
AI News Brief Hourly Summary 2026-11-03 21h : 19 posts
19 posts published in the last hour 19:35Self-Evolving Agentic Workflows via Semantic Decomposition of Complex Tasks 19:35Enterprises bring AI to their data as privacy rules tighten and costs climb 19:35A Compute Center Anyone Can Join: A Peer-to-Peer System for AI…
Self-Evolving Agentic Workflows via Semantic Decomposition of Complex Tasks
arXiv:2611.01840v1 Announce Type: new Abstract: Agentic workflows organize complex tasks into reusable procedures. However, invoking an LLM at every step…
Enterprises bring AI to their data as privacy rules tighten and costs climb
Every enterprise AI strategy eventually comes down to the same question: Should proprietary data travel to the model, or should the model come to the…
A Compute Center Anyone Can Join: A Peer-to-Peer System for AI Inference
arXiv:2611.01865v1 Announce Type: new Abstract: Today, most people obtain AI inference by buying it from a small number of organizations that run large…
Meta Proposes Five-Series Senior Notes Offering in AI Financing Push
Meta filed a preliminary prospectus supplement with the U.S. Securities and Exchange Commission on November 3, 2026 for five series of U.S.-dollar senior…
NEIGHBOR: Aligning Service Behaviour and Evidence Use in an LLM Agent for Community Resident Services
arXiv:2611.01836v1 Announce Type: new Abstract: Residents who contact a community service desk about a repair or a service charge need answers they can…
OpenAI Tests Astra on Physical Engineering From Devices to Vehicles
OpenAI announced a set of physical-product engineering projects on November 3, 2026, including an Astra-designed test device, expanded engineering work…
Fairness-Aware Design for Contextual Experiments: Guaranteeing Reliability and Equity in Heterogeneous Subgroups
arXiv:2611.01867v1 Announce Type: new Abstract: Experimental design is critical for evidence-based decision-making in healthcare, marketing, and public…
Glean Brings Enterprise Context to Fireworks AI’s Frontier Ecosystem
Glean announced on November 3, 2026 that it is a launch partner in Fireworks AI’s Frontier Ecosystem, pairing Fireworks’ model-serving infrastructure with…
CoGSeq-LTV: Scalable Missing-Aware Graph-Sequence Modeling for Multi-Business Transaction Analytics
arXiv:2611.01817v1 Announce Type: new Abstract: Large-scale super-apps generate heterogeneous transaction logs in which users interact with multiple…
Delivered, Not Used: Evaluating Agent Memory at Its Point of Use
arXiv:2611.01718v1 Announce Type: new Abstract: Task success, retrieval quality, and cost do not show whether an LLM agent used a delivered memory or what…
Netflix’s new AI Discover tab helps you find something to watch based on your mood
The first experimental feature under the tab will allow users to get recommendations based on what they’re currently in the mood for.
Route-Guided CBF-QP Repair for Safe Vision-Language-Action Models
arXiv:2611.01713v1 Announce Type: new Abstract: Vision-language-action (VLA) models can generate task-oriented robot actions, but they do not guarantee…
Fal Announces Series F Led by Bessemer to Expand AI Inference Capacity
Generative-media infrastructure company fal announced on November 3, 2026, a Series F led by Bessemer Venture Partners with NVIDIA as a strategic…
Just-in-Time Skill Retrieval via Long-Horizon State Tracking
arXiv:2611.01701v1 Announce Type: new Abstract: Large language model (LLM) agents increasingly rely on external skill libraries to support complex task…
Accelerating engineering for the physical world
Discover how ChatGPT and Codex are helping engineers accelerate CAD, PCB design, simulation, and other workflows across the physical world.
MemHarmBench: Evaluating Cross-Session Prompt Injection in Memory-Persistent AI Agents
arXiv:2611.01700v1 Announce Type: new Abstract: AI agents often rely on persistent memory to retain user preferences and operational rules across…