Somewhere between GPT-3.5 and Claude 3, something shifted. AI capability stopped being the constraint.
The new bottleneck: Can humans understand enough to decide with confidence?
After 416K messages over 2.5 years, I packaged this thesis into a "seed" — a JSON you paste into any LLM. Type "unpack" and explore 17 themes at your own pace.
The singularity can't happen. Not because AI isn't smart enough. Because humans won't use what they can't verify.
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