Science
What can you deterministically perceive as the truth?
The scientific method is the discovery language of the knowledge stack. Every hypothesis that survives experiment becomes a principle — an irreducible truth that protocols, standards, and platforms are built upon.
Science is the engine that pulls humanity forward — Naval
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🗃️ Medical
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Protocol
The practice of discovering repeatable protocols that consistently deliver predictable results.
| VVFL | Habit |
|---|---|
| Make an observation | Develop curious attention |
| Ask an insightful question | A great question is timeless and priceless |
| Explore Research | Dig deep into the subject matter |
| Develop a Hypothesis | Define a valid explanation |
| Make a Prediction | Expected benefits, second order effects and risks |
| Engineer an Experiment | Consistently replicate results |
| Outcomes versus Expectations | Record observations and interpret meaning |
| Conclusion | How accurate was your prediction |
| Evolve | Ask a more insightful question |
Perfecting the feedback loop of experimenting with potential is more valuable than the results. A good hypothesis can be disagreed with, quantified, expresses one idea, and resolves to a clear conclusion. The observer effect applies at every scale — observing a situation changes it. Account for your own presence in the experiment.
Today's facts are tomorrow's fiction.
Experiment Template
Every venture is an experiment. Same shape, different domain.
| Field | Question | Example |
|---|---|---|
| Hypothesis | What do you believe is true? | "Answer library compounds — Venture B auto-fills 5+ from Venture A" |
| Measurement | What signal confirms or denies? | Auto-fill count per venture, time saved per RFP |
| Method | What's the minimum experiment? | Seed 20 answers from Venture A, create Venture B, measure auto-fill |
| Evidence | What did you observe? | GIF of auto-fill, count screenshot, time comparison |
| Conclusion | Was the hypothesis supported? | Supported / Refuted / Inconclusive + next question |
Same shape as the commissioning checklist: navigate, verify, capture evidence, record pass/fail. Science and commissioning are the same loop — one discovers truth, the other confirms it shipped.
Evolution
How successful experiments graduate to standards.
Experiment (hypothesis survives)
-> Protocol (documented, repeatable)
-> Standard (adopted, enforced)
-> Platform (crystallized capability)
| Graduation Gate | Test | Evidence |
|---|---|---|
| Experiment → Protocol | Repeated by a second person with same result | Two independent runs documented |
| Protocol → Standard | Adopted across contexts without custom rework | Multiple teams use same method |
| Standard → Platform | Encoded in tooling so compliance is default | System prevents error, not person |
The legacy rule: when you finish an experiment, improve the template for the next one. Templates compound only when each cycle updates them.
Context
- Play — Where curiosity starts the method
- Standards — Where surviving hypotheses become replicable truths
- Commissioning Protocol — Same loop: navigate, verify, capture evidence, record pass/fail
- Evolution — The method running across generations
- Science Problems — Broken incentives and the DeSci fix
- Game Economics — Simulations where hypotheses are cheap
- Predictions — Reverse engineer the future
- Standard Templates — Templates that compound through the evolution loop