Silicon Valley Daily
September 10 review: Cognition released SWE-2 and OpenAI expanded developer access to live voice interaction. Gemini reached Windows as a native app. Anthropic’s misuse report and an antimicrobial research case illustrated very different consequences of putting AI tools into practical work.
Cognition releases SWE-2 coding model
Cognition introduced SWE-2 and made it available in Devin Desktop and CLI. The company emphasizes cost and coding performance together, though its benchmark comparisons reflect its own evaluation setup.
Anthropic publishes a report on Claude misuse
Anthropic published a report covering misuse of Claude across cyber operations, surveillance, influence activity and other areas. The company describes cases it detected and disrupted, offering an account of observed abuse rather than a census of all activity.
GPT-Live-1 opens simultaneous listening and speaking to developers
OpenAI released GPT-Live-1 through an API, enabling applications that can listen and speak at the same time. The full-duplex design targets more fluid spoken interaction than systems that wait for each speaker to finish a turn.
Gemini gets a native Windows application
Google brought a native Gemini application to Windows, according to coverage from Engadget and 9to5Google. A keyboard shortcut provides quick access, extending the assistant’s desktop presence beyond the Mac app.
Researchers use AI to search for antimicrobial candidates
OpenAI described how César de la Fuente’s lab uses Codex and ChatGPT alongside its own models to explore genomes and analyze candidate molecules. The work supports early discovery; promising candidates still require laboratory testing and further development.