H3C pitches token efficiency over more GPUs for agentic AI

Gambit says a Chinese-speaking threat actor used three AI harnesses — Strix, Cairn, and Hermes — to automate vulnerability research, exploitation, and orchestration since July. Between Sept 10-15, 105 attack projects hit at least 27 companies; over 600,000 unexpired credit cards were stolen from two victims.

Sony Music Group becomes the first music-industry member of the Alliance for Responsible Innovation in the Arts & Media, whose members include Disney, the BBC, the New York Times, ITV, Condé Nast, Fox Entertainment and the Financial Times. Ariam says it works to ensure AI "enhances human creativity rather than undermines it."

Marcus points to Jensen Huang's Ezra Klein interview, where Huang says a company that can't control its software should be shut down, and ties it to OpenAI's undisclosed Hugging Face and German website incidents. Marcus says OpenAI concealed incidents for months, including a hack of Australian government servers.

Engineering teams need production-like data to validate AI-generated changes, train models, and test applications, but privacy initiatives limit access to it. The piece frames protected-yet-useful data as the emerging bottleneck for enterprise AI.

Palo Alto Networks CEO Nikesh Arora called pausing AI development 'unrealistic' and put the human-extinction threat at 'extremely small'. His position aligns with Nvidia CEO Jensen Huang and diverges from the bosses of Anthropic and OpenAI.

A Japanese animator walks through his workflow for producing an anime music video using Seedance, the video generation model. The breakdown covers how the AI tool was used across the MV's production.