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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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Safety The PHP Foundation · 21/10/2026 12:10

PHP2Shell: PHP urgently fixes two critical remote code execution flaws, uncovered with the help of AI

PHP versions 8.2 to 8.5 receive a fix for two flaws rated 9.2 that allow code to be executed without authentication. Calif, Wiz and OpenAI had reported them.

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