One shot just means the user doesn’t have to iterate on it via the agent. The agent does what ever it needs to deliver the best outcome, including its own running and iteration until it’s happy with it. This could be a short or long process potentially depending on the task.
Could you say more about your workflow? I don’t think I’ve ever gotten close to an hour of thinking before. Always curious to learn how to get more out of agents.
I don't think it's something special about my workflow and more the application area--I'm writing a lot of Lean lately and particularly knotty proofs can take quite a lot of time. Long thinking intervals are more of a bug than a feature IMO: Even if Claude can one-shot the proof in 40-60 minutes I'd rather have a partial proof in 15 and fill in the gaps myself.
The models are the same. The agent implementation is different. I can confirm Claude Code performs much better than GH Copilot with the same Claude models.
Every legitimate use case for AI. It is a way to mark legitimate work done using AI tools as inferior.
This might be acceptable if it prevented or limited nefarious use cases. But it does no such thing. It doesn't help at all on that front actually and is not a problem that can be solved by technology alone.
I view SynthId as more of a method of control. It's a way for Google to label work produced by an individual using their tools as their own.
I much prefer open models that let me be creative, write code, etc.. without trying to control/track/mark me.
I usually just type with two thumbs and can type pretty quickly. Swiping always felt a bit awkward to me because my phone is too large to use one handed with one thumb swiping, and swiping with a finger felt awkward compared to just holding my phone in both hands and typing with both thumbs.
I imagine if you look at how most young people use their phone, it will mostly be the two thumb method and they will likely be very quick with it.