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As for Agents they seem like they would be unpredictable. Wouldn't it be better to use a generative AI to create test data for an agent so you keep humans in th
by sharemywin 4y ago
As for Agents they seem like they would be unpredictable. Wouldn't it be better to use a generative AI to create test data for an agent so you keep humans in the loop and create agents that have deterministic, reliable outcomes?
- PaulHoule 4y agoSee https://smartenoughsystems.com/ https://smartenoughsystems.com/ for the "path less taken" that integrates less-than-perfect AI into workflows. Note that with transformer models the usual story is that people try a "zero-shot" approach to a task that works 70% of the time (e.g. the blog poster who asks ChatGPT one question and gets an incredible result isn't super-lucky) but when they go to a "few-shot" paradigm with a modest amount of training data (1000 samples, probably half a day of hardcore classifying... I've sustained much higher rates of image classification for a few days but found my visual system would start to malfunction)