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After walking through the playground examples of Jev, I found it mildly inspiring. Ultra flexible and fast classification is nice, but if the price is that I have to send all data towards a black hole API 🤔 In some cases this might be a great tool, but limited to very public/non-senstive data.

I think jev is a great reminder is that agency and speed matter. Make it fast and be in charge of what's happening, do not outsource your brain, outsource specific tasks. We should all have our own jevs specific to our harnesses and tasks

Absolutely. There is a use case/niche for fast decision/classifications that at best get evaluated locally/on premise. In addition to "big gun" LLMs evals. And there might even be a market for this as an external API like Jev, but not exclusively. IMHO.

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