@mark_k@OpenAI Mac or Windows? I am on the latter. More often I see Windows users concerned by this versus everything is under a users projects folder on Mac/Linux.
Google Colab CLI and Skills are out. Full Colab runtimes from your terminal.
- GPU/TPU provisioning (colab --gpu A100)
- Remote script execution (colab exec)
- Interactive console/REPL access
- Built-in agent skill
Tell your agent "fine-tune Gemma 3 1B on this dataset" and it provisions a GPU, runs the training, downloads the adapter weights. Fully automatic.
@trq212 Experienced my first dynamic workflow created for me by CC / Opus 4.8 -- doing a full validation audit on work on our company website done by a third-party. Awesome sauce.
no, monthly "credit" is a separate bucket of usage that will be directed to when using Agent SDK, Claude -p, or Git Actions "metered as API usage rates".
Current subscription usage (5hr/weekly usage) will become strictly for https://t.co/F3PsDgHNK5, Claude Desktop - cowork/code, Claude Code terminal.
@franktisellano@adam_dorr@demishassabis@Steve_Yegge Hi Frank,
The listen audio link on the blog page is highly underrated.
Is this done via NotebookLM or new Gemini 3.1 TTS?
Really impressive audio quality.