Editorial Decision Rules

Source precedence (default)

1. frompat (most mature; preserve key info and examples)
2. neuroAI (stable but narrower; preserve technical claims and citations)
3. assets_outreach (historical/contextual; use selectively and modernize wording)

Conflict resolution

• If frompat conflicts with other sources on morphology/proofreading interpretation, retain frompat as primary and annotate alternatives in notes.
• If neuroAI conflicts with older outreach framing, keep neuroAI for methods/tooling and move outreach material to historical context callouts.
• Mark uncertain statements as VERIFY and queue for source check.

Rewrite constraints

• Keep facts and core teaching intent; rewrite tone/structure for learner clarity.
• Separate historical claims (e.g., dated 2021 context) from current framing.
• Preserve attribution/citation lineage for every reused figure.

Output constraints

• Every unit doc must include:
  • website-ready summary blocks
  • slide-ready sequence
  • selected figure candidates with attribution notes
  • open questions / verification items