One of the leading AI companies just acknowledged, on its own support page, that a single model can be confidently wrong — and told users not to rely on it as a single source of truth. That isn't a reason to trust AI less. It's the exact limitation I've been building around since 1998.
Claude Acknowledged the Flaw. The Architecture That Addresses It Has Been Running Since 1998.
June 19, 2026
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One of the leading AI companies just acknowledged, on its own support page, that a single model can be confidently wrong — and told users not to rely on it as a single source of truth. That isn't a reason to trust AI less. It's the exact limitation I've been building around since 1998.