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An AI agent's execution is only as good as the goal and the verification criteria given to it; ambition without verification is just a wish.

Drawn from what Jason Liu said

Subjectambition
What this subject means

ambition How much to take on and how hard to push: superlinear returns to effort, focus, slack time, and procrastination.

What Jason Liu actually said

Word for word, with the source under each one. They did not write this page.

  1. Jason Liu

    Machine learning engineer and consultant focused on RAG…

    Execution is only as good as the goal and the verification you give it. Ambition without verification is just a wish.

    Where this was said

    ↗Codex-maxxingjxnl.co

    All 2 korrents from this piecethis one is 2nd

Added to korrents 10 May 2026 · How quotes work · Something wrong? Tell us

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