Minimal Theme Submissions

This layer protects validation from volume, novelty pressure, and premature authority.

Purpose of Minimal Theme Submissions#

Governance systems fail when every idea demands full evaluation.

Minimal theme submissions exist to:

• Reduce cognitive and evaluative load.
• Preserve reviewer attention for structural signal.
• Prevent narrative dominance.
• Enable fair comparison across domains.

Submission is an invitation to evaluate — not a claim to importance.

What a Theme Is#

A theme is a structural proposition, not a solution.

A valid theme:

• Identifies a recurring pattern or invariant.
• Surfaces a potential failure mode or stabilizer.
• Applies across multiple regimes.
• Can be tested, translated, or falsified.

Themes describe what matters, not what to do.

Submission Constraints#

To remain minimal, submissions must:

• Be concise and bounded.
• Avoid prescriptive language.
• Exclude implementation detail.
• Declare assumed regimes explicitly.
• Identify potential failure modes.

Constraint preserves clarity.

What Submissions Must Not Do#

Minimal theme submissions must not:

• Argue for adoption.
• Claim authority or correctness.
• Bundle multiple unrelated ideas.
• Rely on narrative persuasion.
• Demand immediate action.

Themes that require belief to function are not substrate‑ready.

Evaluation Pathway#

Once submitted, themes may:

• Be clustered with related patterns.
• Enter RTT evaluation.
• Be stress‑tested across regimes.
• Be rejected without prejudice.
• Be deferred for future context.

Rejection is not failure. It is filtration.

Role of AI in Theme Intake#

AI may assist by:

• Detecting thematic overlap.
• Identifying novelty versus redundancy.
• Surfacing cross‑domain recurrence.
• Highlighting assumption dependencies.

AI must not rank importance or recommend canonization.

Failure Mode#

Minimal theme submission fails when:

• Volume overwhelms evaluation.
• Novelty substitutes for structure.
• Narrative pressure bypasses testing.
• Authority shortcuts filtration.

At that point, validation collapses into noise management.

Minimal theme submissions are governance’s intake valve.

They ensure that what enters evaluation is worth attention —
and that attention remains a scarce, protected resource.