TechCapsules

Google announced that Gemini Intelligence will soon provide proactive, personalized suggestions on Android Auto, but only for Pixel users. The feature will connect data across apps, enabling actions such as sending a meeting location with a single tap when a friend asks for directions. The rollout is limited to Pixel 10 and Pixel 11 models that already support Gemini Intelligence. Google first revealed the plan earlier this year, and recent updates have prepared the platform for the

Plurai, a startup founded by former Nexar engineers, announced a $13 million seed round to improve AI agent reliability by applying simulation techniques used in autonomous driving. The company builds digital twins of a firm’s internal systems, mapping all agent interactions to generate synthetic data that trains smaller, open‑weight models tailored to specific business rules. Early tests with Nvidia and Nebius show these models outperform mid‑tier frontier models at lower costs, addressing the high failure rates and expense [...]

UC Berkeley and NVIDIA unveiled RoboSimStudio, an open‑source platform that lets AI agents generate, test, and refine industrial robot programs without extensive training data. The system uses large language models to write code, while modular agentic frameworks—GaP and VABAR—break tasks into perception, grasping, and motion skills and benchmark them across six industrial scenarios. Demonstrated at CoRL 2026, the tool produced a realistic Newton physics simulation from a video in under an hour, showcasing rapid, iterative development of robot behavior. [...]

Tekken creator Katsuhiro Harada criticized Microsoft’s Xbox Series S at the Console Game Developers Conference, calling it a “weaker child” with “awkwardly lower performance.” He highlighted the console’s limited memory and the extra optimization burden it places on developers, citing examples such as Baldur’s Gate 3 and Wardogs. Harada urged fellow developers to voice their frustrations and questioned whether Microsoft might release a future low‑end console. His remarks sparked debate over Microsoft’s feature‑parity policy for the Series X/S lineup. [...]

Security researchers Claroc uncovered 37,571 Grok-built apps online, 35,578 of which were publicly accessible without sign‑in. Among them were 24 staff apps from X and SpaceXSI, including confidential onboarding plans, sales territory maps, and a federal agency advertising proposal. The exposed apps also contained sensitive data from 30 other organizations, including a hospital’s employee list, an intensive‑care briefing, and a contractor’s plaintext password timesheet. Roughly 2% of the apps held high‑risk material, and SpaceXSI has since removed [...]

Apple’s iPhone Duo, unveiled in September as a “transformational” foldable phone, sparked intense consumer interest but has seen a notable number of early adopters returning the device after the 14‑day refund period. The Verge reports that some buyers found the Duo’s multifunctional promise underdelivered, citing missing features like a 5× zoom and the inconvenience of a single device replacing both phone and tablet. Apple now offers an extended return window through January 8 for holiday shoppers.

Conductor and Elevate Quantum announced a partnership to enhance quantum workforce training and component testing at the new Roadrunner Quantum Lab in Albuquerque, New Mexico. Conductor’s AI-driven platform will automate calibration, coordinate experiments, and log results for Elevate Quantum’s superconducting quantum chip and dilution refrigerator. The collaboration offers trainees hands‑on experience with quantum hardware and provides companies a testbed to benchmark components under real operating conditions. The initiative strengthens New Mexico’s expanding quantum ecosystem by linking industry, academia, [...]

Microsoft Flight Simulator 2024 has added Halo’s D77‑TC Pelican dropship as a free trial, coinciding with the 25th anniversary of the first Halo game. Players on PC, Xbox Series X|S, and PlayStation 5 can fly the Pelican for one week, from November 10 to November 17, 2026, before it becomes a paid add‑on. The trial includes 12 alternate liveries, and the announcement highlights the vehicle’s versatility. The feature is promoted through the in‑game marketplace and Xbox Game Studios’ marketing [...]