An intervention like Elon's could be done with fine tuning.   Fine tuning adds 
new weights to the system but without changing the hard-won weights from the 
months of pretraining.  If the pretrained weights are called W0, fine tuning 
adds the product of two new smaller matrices B and A to create the effective 
weights.  BA has a tunable multiplier, typically called α that determines how 
much to favor the fine tuning values for BA.  If α is too large, as it could be 
if a crazy boss leaned on xAI managers, it could even change the prior 
probabilities of sequences and inappropriately blurt out unrelated content.   
What Grok was saying seems plausible:  α might have been increased until its 
constitutional training was overridden.  And then weird things started 
happening.



-----Original Message-----
From: Friam <[email protected]> On Behalf Of Santafe
Sent: Wednesday, May 14, 2025 7:31 PM
To: The Friday Morning Applied Complexity Coffee Group <[email protected]>
Subject: Re: [FRIAM] 2010 Space Odyssey



What-hat hack?  Inside sabotage job?  Some very clever feeder of engineered 
input to its training data?



For insiders to be clumsy and do it badly is believable.  But to have Grok 
deliver explanations that look like they came from The Onion seems like not 
even tabloid-level composition.



Eric





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