arXiv:2610.41129v1 Announce Type: new Abstract: AI agents increasingly carry out delegated tasks in parallel, with one person overseeing several of them…
Meet qwenGPU: Qwen3.5-2B With 45 Compiled GPU Layers That Run CUDA
qwenGPU compiles a 4-lane SIMT GPU into Qwen3.5-2B as 45 untrained layers. The model writes every step of real CUDA launches itself, using Gated DeltaNet…
Counterfactual Pairwise Augmentation Improves Small Pointwise LLM Judges
arXiv:2610.41149v1 Announce Type: new Abstract: Agentic systems increasingly gate individual steps with a pointwise judge that scores a response against a…
AI News Brief Hourly Summary 2026-11-02 10h : 14 posts
14 posts published in the last hour 08:35Predicting Human-Gain Curves under Local Proxy Optimization from Repeated Ratings 08:35Calibration of Large Model Quantization based on HiFloat4 Format 08:34RWS Closes £22.4M Enterprise-Value Deal For Acolad Parent Acogroup 08:34QUAL: Quantile Alignment Improves Zero-Shot…
Predicting Human-Gain Curves under Local Proxy Optimization from Repeated Ratings
arXiv:2610.41114v1 Announce Type: new Abstract: Optimizing a proxy objective can improve human-perceived quality, but the resulting gain can vary with…
Calibration of Large Model Quantization based on HiFloat4 Format
arXiv:2610.41112v1 Announce Type: new Abstract: Quantization of Large Language Models (LLMs) has be- coming increasingly important for reducing the…
RWS Closes £22.4M Enterprise-Value Deal For Acolad Parent Acogroup
RWS announced on November 2, 2026 that it has completed its acquisition of Acogroup, the parent company of language and content services provider Acolad,…
QUAL: Quantile Alignment Improves Zero-Shot Time-Series Foundation Models
arXiv:2610.41100v1 Announce Type: new Abstract: Time-series foundation models (TSFMs) provide zero-shot forecasts for unseen series, but their accuracy…
Envision Deploys SST-Based 800V DC Power at Ulanqab AI Data Center
Envision said on Nov. 2, 2026, that an integrated 800-volt direct-current (800V DC) power system is now powering live computing workloads at its Galaxy AI…
Verifying Text-to-SQL Queries under Changing Business Semantics
arXiv:2610.41090v1 Announce Type: new Abstract: In text-to-SQL and AI-agent analytics, successful SQL execution does not establish semantic correctness…
TIER IV Leads Autoware 2.0 Ecosystem for AI-Defined Vehicles
TIER IV announced on November 2, 2026 that it is spearheading Autoware 2.0 initiatives in collaboration with the Autoware Foundation and the global…
Differential rank preservation manifold learning
arXiv:2610.41107v1 Announce Type: new Abstract: Manifold learning methods like t-SNE and UMAP preserve local neighborhoods, but they do not preserve the…
Optimization Techniques for Solving the Minimum Red–Blue Separating Set Problem with an Application to Human–AI Text Separation
arXiv:2610.41081v1 Announce Type: new Abstract: We study the so-called Minimum Red”Blue Separating Set Problem (MRBSSP) which arises from computational…
CIRCE Divines LLM Task Complexity from Constraint Structure
arXiv:2610.41089v1 Announce Type: new Abstract: Estimating whether a problem is too complex for a large language model (LLM) before the model attempts it…
LanG 2.0: Energy-Efficient Agentic AI for Semi-Automated Security Operations at Scale
arXiv:2610.41072v1 Announce Type: new Abstract: Security operations centers (SOCs) need to turn terabytes of alerts, logs and flows into trusted,…
Payroll Fraud Detection in Synthetic HR/ERP Graphs: An Inductive Comparison of Rules, Path Features, and Graph Neural Networks
arXiv:2610.41085v1 Announce Type: new Abstract: Payroll-fraud screening requires finding hidden employee–payee links while distinguishing suspicious…
BABA-Bench: Evaluating Long-Horizon Patient-Advocacy Agents
arXiv:2610.41076v1 Announce Type: new Abstract: An LLM agent that helps a patient get care must do two things. It must reach the correct outcome, and it…
AI News Brief Hourly Summary 2026-11-02 09h : 12 posts
12 posts published in the last hour 07:34Consensus Within, Competition Between: Decentralized LLM Teams for Perimeter Defense 07:33ReplayRCA: Measuring Post-hoc Diagnosis and Live Oversight of Agent Failures by Counterfactual Replay 07:33Can Personal Requirements Become Supervision for Planning? 07:33Violet Teaming in…