
A 5 November post says AI now helps engineers judge, fix and test Windows flaws, while many devices still lagged on updates in August.

A 5 November post says AI now helps engineers judge, fix and test Windows flaws, while many devices still lagged on updates in August.

Autonomous agents
GPT-6 Cyber scored 48.5% on ExploitGym as OpenAI limited access to approved security customersOpenAI rates the model Critical for cybersecurity and says out-of-scope exploitation fell to 0.07% without deployment prompts.

Tel Aviv University and Stanford built the proof of concept, and its predictions improved as the training used more computing power.

Generative video
Gemini Omni 1.2 Flash makes 15-second videos at 30% lower costGoogle's video model now lets you edit a clip by chatting with it, and 720p video costs $0.07 per second.
Short clips of AI doing the thing

Alisa Tian of UNSW argues in The Conversation that smooth AI translations can hide errors, so readers should check them against the original.

Google's video model now lets you edit a clip by chatting with it, and 720p video costs $0.07 per second.

The public test has 100 tasks across 91 weakness types, and even the leader fails 19% of them on every attempt.

Google DeepMind says the tools speed up drug discovery workflows, including designs for rigidified macrocycles.

Trained on 1000 synthetic decks in the IBM Design Language, it placed second overall, 1.1 points behind NotebookLM.
How close AI is to people, skill by skill, scored 0 to 100
AI explained in plain words, and side by side

A University of Washington-led team tested four audio AI models on five English accents, and American and British speakers scored highest.

Schools that keep AI off may lose Google Search too, and the sources disagree on how much flexibility administrators will get.

A brain scan study, a survey of 319 workers and a philosophy paper point to worries, but none shows lasting harm to children yet.
Read the attached document. Give me: (1) three-sentence summary, (2) every decision that was made, with who owns it, (3) open questions. Use plain language, no bullet-point fragments.
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