Anthropic highlights biological data infrastructure limitations for AI agents, showing retrieval accuracy varies from 16.9% to 91.3% across models.
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Anthropic built Claude Mythos an AI that can break into anything. Then decided not to release it. Not because it doesn’t work because it works too well. It found vulnerabilities in every major system it touched. Power grids. Hospitals. Water networks. Code that’s been running for years, quietly broken. So instead of dropping it publicly, they handed it to 150 hand-picked organizations in 15 countries. The most powerful AI ever built for cybersecurity. And you can’t have it. Until now. Public access is dropping this week. That’s not a release. That’s a warning.
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App,nz is like if replit and supabase had a baby but when it arrives the baby looks kind of visually similar to openpaths and github but replit denies it and yet it always kind of haunts supabases mind that it could, replit was hanging around both openpaths and github at the time
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Let's just agree.... "The Blow-Off-Top thesis" has been proven CORRECT! I began to talk about that in Mid-2022 - exactly at the take-off into the larger 5th wave.
Prompt engineering courses charge $2,000 to teach what this article does for free! Most people using Claude are still playing the prompt lottery instead. Type something in. Hope something useful comes out. Add more words when it is not right. Start over with slightly different phrasing. Repeat until something usable appears or you give up. There is no secret. There is a foundation. → identity: tell Claude who it is for your specific work — role assignment is the single highest-leverage change → context: give Claude the minimum required to produce excellent work, not just to understand the task → standards: define what good looks like and what Claude should never do → write all three once — every session loads from them automatically Once you understand the system, the outcomes stop feeling random. You know exactly why an output was good and exactly how to fix one that was not. Follow @neil_xbt for more Claude foundations content that shows you what consistently excellent results actually require.
