prompt-atlas-ecl

Chapter 6 · Biology, Life, and Beyond — Expansion

Canonical: PROMPT_ATLAS.md#ch6-biology-life-and-beyond · Prompts: prompts/ch06.yaml · Part: III

Worked Example — The Coral Whisperer, Done Reversibly

Original: “Design a synthetic organism whose primary purpose is to restore soil health or ocean ecosystems.” (worked through coral)

1. Define the smallest viable intervention — Resist whole-genome edits when a probiotic addition would do.
2. Build the off switch first — A kill-switch dependent on a non-natural metabolite before anything is released.
3. Tier the trial — In silico → micro-reef tank → caged ocean enclosure → small open trial → scale. Each tier requires a documented kill-switch test.
4. Multispecies consent proxy — Include marine biologists, indigenous reef stewards, and a “no-release” advocate on the review board.
5. Reversibility assertion — Every release has a public, machine-readable rollback plan.

Prompt Templates

# Reversible bio-design
"Propose the smallest synthetic-biology intervention that would address .
 For the proposed intervention, specify: (1) kill-switch mechanism,
 (2) tiered trial plan with named go/no-go criteria,
 (3) the exact set of stakeholders with veto rights,
 (4) the rollback plan if it escapes containment."

# Interspecies translation skeptic
"Given a claim that  translates whale/bee/fungal communication,
 list the three most likely confounds, the experiment that would refute them,
 and the human steward who must sign off before any 'translation' is published."

# Pandemic-prediction guardrail
"For a model that forecasts , define:
 dual-use risk class, who can access predictions, the redaction policy,
 and the audit trail for any forecast that becomes a deployment trigger."

Anti-patterns

• Release-then-monitor. Reversibility must precede release.
• Single-stakeholder ethics review. Reef stewards are not optional.
• In-silico-only validation. A model that has never met a wet-lab is a model.
• Dual-use blindness. Pandemic prediction is also pandemic recipe.

Try This

1. Kill-Switch First — For any bio-design you sketch, write the kill-switch before the design.
2. Tiered Trial Plan — Translate one of the chapter’s prompts into a five-tier go/no-go.
3. Veto List — Name three people (not roles) with veto power over your project.
4. Confound Inventory — For one “interspecies translation” claim you’ve seen, list three confounds.
5. Public Rollback Plan — One paragraph, machine-readable, for an intervention you’d back.

Repo Cross-Links

• Z3 Tester — encode kill-switch invariants formally.
• MACP bus — multi-stakeholder review-board agent topology.
• CoLearningMemoryStore — long-running ecological memory across trial tiers.

Guide for AI & Humanity

• Reversibility before novelty. If you can’t undo it, you can’t deploy it.
• Multispecies stakeholders need named human voices. AI cannot represent the reef; people who depend on it can.
• Dual-use is not optional. Every bio-prediction is also a bio-recipe.
• Stewards over editors. Co-authoring life is a sacred trust, not a release schedule.

Citations & Further Reading

• Lynn Margulis, Symbiotic Planet (1998).
• Robert Pollack, Signs of Life (1994).
• Jennifer Doudna & Sam Sternberg, A Crack in Creation (2017).
• Asilomar Conference on Recombinant DNA (1975) — historical model for self-imposed bio-research moratoria.

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