Reply to post: ML limitation

DeepMind's latest protein-solving AI AlphaFold a step closer to cracking biology's 50-year conundrum

Anonymous Coward
Boffin

ML limitation

Coincidentally, Google boffins, who also call it ML, not AI, just published a paper to ARXIV on a new weakness in ML which they term underspecification. TLDR “In general, the solution to a problem is underspecified if there are many distinct solutions that solve the problem equivalently,”

Article explaining it:

https://www.discovermagazine.com/technology/google-reveals-major-hidden-weakness-in-machine-learning

Paper:

arxiv.org/abs/2011.0339

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