DISCLAIMER: The analysis is drawn from my forthcoming book ALOGOPOLY™; the AI system functioned solely as an articulation tool operating on my original material, with full authorship and responsibility remaining mine. #Alogopoly #AIArchitects #Time #TimeMagazine substack.com/@alogopoly/n...
DISCLAIMER: The analysis is drawn from my forthcoming book ALOGOPOLY™; the AI system functioned solely as an articulation tool operating on my original material, with full authorship and responsibility remaining mine. www.linkedin.com/posts/activi... #Alogopoly #AIArchitects #Time #TimeMagazine
New arXiv paper just shattered a core myth about AI.
LLMs don’t compress meaning — they remember everything.
Hidden states are perfect mirrors of our words, not abstractions.
Privacy and governance must now reach inside the model.
#Alogopoly #AIInvertibility
arxiv.org/pdf/2510.15511
🧠 New Essay in the #IndustryDynamics column of #ALOGOPOLY
#DigitalMarkets #AIeconomy #PlatformPower #DataGovernance #BehaviouralSurplus #Antitrust #AIpolicy #AttentionEconomy #MarketConcentration
alogopoly.substack.com/p/engines-of...