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Personal AI Newsletter, 1st edition. From hallucination to verification : because AI’s next leap isn’t intelligence, it’s integrity.
full blog post below: 👇
We may be living through one of the most extreme misallocations of capital in tech history ; billions poured into AI infrastructure with uncertain returns.
Estimates suggest the AI industry must generate $2trillion+ in revenue annually just to cover existing infrastructure costs. David Crawford lnkd.in/eQSHTUrq
But there’s a more fundamental fault line: TRUST
AI systems are often confident but uncertain (outright lie/hallucinate): they produce fluent outputs even when wrong. That’s the paradox at the heart of this boom: machines that can say anything yet rarely verify anything. (Let alone held accountable! Because getting it wrong is a given!)
I’ve spent more than two decades developing a solution beyond hype: authenticated identity, personal AI, and a verifiable confidence layer.
→ Join the builders ready to rise from the ashes (when the bubble will burst) and create a truly trusted Personal AI. Interested? Want to contribute? Signup.Only4me.org
hashtag#PersonalAI hashtag#AITrust hashtag#TrustLayer hashtag#DigitalSovereignty hashtag#AIEthics hashtag#AITransparency hashtag#TechForGood hashtag#VerifiedAI hashtag#FutureOfAI
or you are welcome to read the full blog post below first: 👇