The U.S. is set to revive the Quad alliance with a leaders' summit in Manila, aiming to discuss technology, infrastructure, and regional security. Concerns about sustaining the strategic alignment amidst tariff tensions persist, as the group seeks to integrate efforts with ASEAN priorities.

Mecklenburg County is set to vote on a new development agreement for Brooklyn Village on November 5, aiming to start Phase I after years of delays. The plan includes affordable housing and a hotel, with construction to occur within 36 months if approved.

A New York Times/Siena College poll reveals Trump’s approval rating plummeting to 36%, the lowest in their series, as inflation and high energy prices drive voter dissatisfaction. With midterms approaching, Democrats lead the generic congressional ballot by 11 points, signaling potential gains in the House amid economic concerns and the Iran conflict.

ScholarEvolve, a framework from UCSB and Microsoft, advances AI harness optimization by leveraging literature-driven, multi-module strategies, improving performance without retraining model weights. Evaluations on AppWorld and tau-Bench Telecom demonstrate consistent gains, including zero-shot generalization, with a key finding that optimizing multiple modules together strengthens performance.

Microsoft Research announced that Xinzhi Zhang and Zhao Song have resolved the 31-year-old Kannan–Lovász–Simonovits conjecture in high-dimensional geometry. This breakthrough, aided by AI, has broad implications for statistics, optimization, and computer science, as it establishes that simple hyperplane cuts can capture distribution bottlenecks regardless of dimension.

Cornell University faces a faculty revolt and no-confidence vote against President Michael Kotlikoff over handling of a sexual assault case and survivor concerns. An independent investigation led by Sally Yates examines university policies and leadership accountability, with a key letter from the survivor at the center of the controversy.

NVIDIA launched Halos SAFE, a comprehensive safety framework for autonomous vehicle testing, collaborating with auto giants like Mercedes-Benz and Volvo at GTC Berlin. European partners, including Bolt and Lucid, plan to deploy thousands of autonomous vehicles, with Madrid as a testing ground in 2027, as NVIDIA's Cosmos Data Factory aids in AV data processing.

DuckDB 2.0.0 LTS, known as Cinnamon Teal, debuts as its largest release yet, featuring a new Quack protocol, async I/O, and VARIANT type, with support guaranteed until October 2027. Users are advised to test migrations due to file compatibility issues with pre-2.0 versions, and the first patch is expected next month for crucial workloads.

WORKLINE AI introduces an AI-powered engineering workbench to streamline project workflows, from research to procurement readiness, through AI-assisted knowledge extraction and reusable artifacts. By integrating diverse tools and minimizing coordination tax, it aims to enhance engineering productivity, targeting a wide range of users from students to startup founders.

Tesla has unveiled a new real-time mapping system for its Full Self-Driving (FSD), relying on camera data and an autoregressive transformer, eliminating the need for pre-built HD maps. This update, integrated with fleet-learning from over a billion miles annually, promises to enhance navigation and personalize driving behavior, using Tesla's Dojo supercomputer for training.