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JoshMandel

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JoshMandel
·há 17 dias·discuss
I identify with this perfectly. (I mean, was able to get by in physics but it never crystallized into intuition for me the way math and CS do.)
JoshMandel
·há 5 meses·discuss
Same. Sometimes even repeated nudges don't help. The underlying 3.0 Pro model is great to talk and ideate with, but its inability to deliver within the Gemini CLI harness is ... almost comical.
JoshMandel
·há 8 meses·discuss
I think that it's basically fair and I often write simple agents using exactly the technique that you describe. I typically provide a TypeScript interface for the available tools and just ask the model to respond with a JSON block and it works fine.

That said, it is worth understanding that the current generation of models is extensively RL-trained on how to make tool calls... so they may in fact be better at issuing tool calls in the specific format that their training has focused on (using specific internal tokens to demarcate and indicate when a tool call begins/ends, etc). Intuitively, there's probably a lot of transfer learning between this format and any ad-hoc format that you might request inline your prompt.

There may be recent literature quantifying the performance gap here. And certainly if you're doing anything performance-sensitive you will want to characterize this for your use case, with benchmarks. But conceptually, I think your model is spot on.
JoshMandel
·há 10 anos·discuss
Thanks for these guides.

You may want to re-word what you say about patient rights in https://catalyze.io/assets/media/HIPAA-Compliance-Guide.pdf -- you say that HIPAA "gives individuals ownership of their health records", but I don't think that's quite right. The Office for Civil Rights has a good overview on patient rights at http://www.hhs.gov/hipaa/for-individuals/medical-records/ind... and when it comes to the right to access, there's an excellent in-depth overview at http://www.hhs.gov/hipaa/for-professionals/privacy/guidance/... .

(Note: it would be nice if you made your PDFs searchable; currently they're images, which makes it hard to find and cite relevant content.)

EDIT: for an in-depth treatment of the "ownership" issue (in its nuanced glory) see http://www.healthinfolaw.org/comparative-analysis/who-owns-m...