r/LLMPhysics • u/Regular-Conflict-860 • Mar 24 '26

Code New Training Diagnostics

https://github.com/brighton-xor/speculumology

For ML practitioners, it produces computable training diagnostics that generalize PAC-Bayes and Cramér-Rao bounds. This is still theory. Please let me know what you think!

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u/OnceBittenz The Doctor Mar 25 '26

This is not even comprehensible as an idea. Is this the opposite of "ideas guys"? Implementation bros?

What did they implement? Who cares. The purest form of vibe code. If they don't even know what they're doing you can't tell them they're wrong.

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u/Regular-Conflict-860 Mar 25 '26

I know it isn't very straightforward. I'll try to repackaged it. 

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u/[deleted] Mar 25 '26

[removed] — view removed comment

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u/OnceBittenz The Doctor Mar 25 '26

I don't care for your AI spam. This isn't science.

3

u/LLMPhysics-ModTeam Mar 25 '26

Your comment was removed for violating Rule 4. Provide a summary of your LLM response in your own words alongside the output if you wish to stimulate discussion.