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VIDEOS Voice AI Where One Wrong Question Breaks the Rules - Shiv Indap, Upstart & Brooke Hopkins, Coval ARCHITECTURE CRAB: From point clouds to an editable BIM model, with a wall thickness estimated to be within 2.8 cm SCIENCE Continuous voice recognition on a microcontroller for a few euros: a model of 65.7 million parameters holds in 26.65 MB on the ESP32-P4 ROBOTICS BURGER: a test bench where robots draw to order reveals the flaws of five vision-language-action models CLIMATOLOGY Forest Fires in Canada: An Alternative Model Produces Risk Charts 806 times faster than the Reference Simulation SAFETY Jailbreak: Obfuscation deceives the seven open models tested, and a simple reminder in the prompt divides successful attacks by nine MEDICAL ARTICLES Psychiatric maintenance: trained in simulation, a language model prevails in 77% of cases against 32 psychiatrists playing patients LEGISLATION Beijing publishes 18 measures for AI to create jobs rather than destroy jobs, with a risk assessment mechanism VIDEOS Voice AI Where One Wrong Question Breaks the Rules - Shiv Indap, Upstart & Brooke Hopkins, Coval ARCHITECTURE CRAB: From point clouds to an editable BIM model, with a wall thickness estimated to be within 2.8 cm SCIENCE Continuous voice recognition on a microcontroller for a few euros: a model of 65.7 million parameters holds in 26.65 MB on the ESP32-P4 ROBOTICS BURGER: a test bench where robots draw to order reveals the flaws of five vision-language-action models CLIMATOLOGY Forest Fires in Canada: An Alternative Model Produces Risk Charts 806 times faster than the Reference Simulation SAFETY Jailbreak: Obfuscation deceives the seven open models tested, and a simple reminder in the prompt divides successful attacks by nine MEDICAL ARTICLES Psychiatric maintenance: trained in simulation, a language model prevails in 77% of cases against 32 psychiatrists playing patients LEGISLATION Beijing publishes 18 measures for AI to create jobs rather than destroy jobs, with a risk assessment mechanism

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Applications The New Things · 18/10/2026 07:30

Surface Laptop Ultra: Satya Nadella promises a version of Windows that isolates AI agents and ‘last year’s state-of-the-art’ models locally

In an interview with Joanna Stern, the Microsoft boss outlined a version of Windows in which each agent has its own identity, monitored by Defender, and a $2,600 RTX Spark laptop capable of running large models without relying on the cloud.

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