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FormatExplainer 1 Playbook 1Brief 0

TopicContext & memory 2 Research & writing 2 Agents 3 AI engineering 2 Work & learning 3

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Explainer9 min

Can AI discover something humans don’t already know?

Yes—AI can help discover new knowledge. The strongest cases connect generated ideas to checks outside the model: executable rules, experiments and measurements. Novelty and correctness both need evidence.

Concrete research cases, with different kinds of evidence. No claim that AI can autonomously solve science as a whole.

Read the explanation →Updated 23 October 2026

Understand AI Research & writing AI engineering

Playbook4 stepsTested by Atlas · 22 October 2026

How can I check that AI used the important parts of my documents?

Make the answer checkable: define what matters, ask for source locations, then verify each central conclusion in the original.

Tried on one short, fictional document case in a separate Codex agent. It does not establish general accuracy, completeness or an improvement over another method.

Open the workflow →Updated 22 October 2026

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