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Why Can't 100B-Parameter AI Models Create a Simple Puzzle?

1 点作者 ChaitanyaSai6 个月前

1 comment

jqpabc1236 个月前
Because the AI model is built around statistics and prediction --- not logic and reason. In other words, it&#x27;s primarily a talking database.<p>Asking a database for logic is a mis-application. Acceptable logic can be produced in some cases --- but this is due to random chance (it just happened to find a similar problem encoded in memory) more so than any &quot;thinking&quot; or reason. Do you feel lucky?<p>Ask for any logical result not seen before (like creating a puzzle) and it is likely to fail miserably. Memory is a poor substitute for logic.<p>How many applications can accept faulty logic at high cost? There are some but these are rather limited in my opinion.<p>The ultimate test --- would you do business with a bank run by AI?<p>Would AI bank consistently offer better interest rates on savings and loans than a conventional one? Or would it be easily victimized by con artists? Would it simply refuse any further loans as a result?<p>If AI can&#x27;t run a bank successfully, it certainly can&#x27;t run the world.