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Perhaps we’re starting to see the limits of the machine learning era in AI. We may have nothing more to teach it. There are a number of ways to go from here, no
by jl2718 3y ago
Perhaps we’re starting to see the limits of the machine learning era in AI. We may have nothing more to teach it. There are a number of ways to go from here, none of which is entirely within our control or understanding.
- Solvency 3y agoThe industry needs to change the current acronym to HPML. Human Powered Machine Learning. The flaw is inherent in the approach. We are running out of things to offer it. The next evolution needs to be HFML.
- bobsmooth 3y ago>We may have nothing more to teach it. There are countless books that haven't been digitized.
- ddalex 3y agoWell, we found one incredible way to process data, and gave it all our data, but what the other incredible ways to process data that we haven't found yet ?
- valine 3y agoThe end goal isn’t a system that knows everything. I’d argue a system that can learn from context but has very little knowledge about the world would be much more interesting than our current LLMs. GPTs have a small spark of higher level reasoning. Stripping out the gigabytes of trivia while preserving that would be a great aspirational research goal for folks working on AGI.