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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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Theses Nature Sustainability · 09/08/2026 11:00

Nature Sustainability encrypts the water and carbon footprint of American AI servers

A study estimates between 731 and 1,125 million m3 the annual water requirement of the IA server fleet in the United States, and 24 to 44 Mt CO2-equivalent associated emissions.

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