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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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Signs of the future.

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Legislation Syenza News · 18/08/2026 14:00

FDA Opens Public Consultation on Oversight of Generative AI Medical Devices

Discussion paper published on August 18, 26 questions asked, comments open until October 19: the U.S. agency outlines a two-axis risk grid for generative health models.

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