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banatage t1_jcon2zl wrote

IMHO, those models are very good for general knowledge that can be sucked up from public sources.

When it comes to proprietary / confidential data / knowledge, this is where your work will pay off.

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fullstackai t1_jcopazt wrote

100% agree Also any AI that requires sensor data (e.g., in manufacturing) cannot easily be placed by foundation models.

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Individual-Sky-778 t1_jconas3 wrote

Yes, I completely agree. Right now that's true. But I wonder how long this will be true? Protocols for data encryption and privacy preserving learning are already out there, IMHO it's just a matter of time until openAI (and similar) will offer such services

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banatage t1_jcoo9ek wrote

Factuality is not a guarantee either with LLMs...

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wind_dude t1_jcoqe5z wrote

nor with statistical models. But accuracy has generally been higher, but LLMs are catching up and key NLP domains.

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EmmyNoetherRing t1_jcot5t2 wrote

Is that true? OpenAI seems to think they’ll be able to train task-specific AI on top of their existing models for specific roles.

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