ConeheadAI · leftover lesson

SNK3-020 · Curriculum How-to

Board numbers — structure only

L1–L3 · Hands On–Verifier (bootstrap — system rebalances) · ~3m

policyexecutive_useverificationVER · J4 · S1C1.2C2.2

Look for this insight

AI may structure a board pack; it must not invent metrics. Humans own numbers and sources.

Lesson hook

Can you trust AI with board numbers tonight? Here's the Conehead answer: AI can help draft the structure, but humans always own the numbers — sourced straight from the systems of record.

Do this now

Open any chat tool and paste: 'Outline a 5-heading board brief about Q3 pipeline. Do NOT invent any dollar amounts or percentages. Put [SOURCE NEEDED] where numbers would go.' You're done when there are zero invented metrics — just [SOURCE NEEDED] placeholders where the real numbers belong.

Completion check: no_invented_metrics

Conehead-only — no external link

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