#datavis #datascience Excellent scrollytelling piece (below)
Data Science
by @miroahti.bsky.social
Posts about data science and machine learning.
A correction made to a model dies in the chat window; the half that guesses shares no memory with it - the same error ships twice. We funded the guessing half. The Conjecture Engine: #machinelearning #ai https://seldondance.substack.com/p/the-conjecture-engine
The context window is a transcript, not a mind: it settles what was said, never what was learned. A record's authority ends at what it recorded - what it means is decided downstream. #ai #machinelearning https://seldondance.substack.com/p/what-the-ledger-isnt-allowed-to-decide
The fanatics aren't mad. The system works exactly as built - the build was the insanity. Every AI threshold crossed without a gate is a decision someone shipped. The Ferret Problem: #futurism #machinelearning https://seldondance.substack.com/p/the-ferret-problem
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A model judging another model has no outside. Detectors run on the same machinery as the slop they police: one automation auditing another. Yours is the residue automation can't generate. #machinelearning #ai https://seldondance.substack.com/p/automated-intelligence-is-not-artificial
Preference is a specified operating property: resistance to a named pressure, transmission when the facts change, on a named load. Where does the model sit is only the spec when the job is the origin. The Shaft at Rest: #ai #machinelearning https://seldondance.substack.com/p/the-shaft-at-rest
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