The architecture of the machine.
Seven layers, one machine, and the standard every layer is held to. The interface describes the system; it does not expose it.
Seven layers. One machine. Each layer may refuse the next.
Intelligence proposes at the top of the machine. Authority is held at the bottom, behind deterministic controls. Nothing moves down by default.
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L1
DiscoverSearch markets, mechanisms, anomalies and information asymmetries.
Wide by design. Most of what is found here will not survive the next layer.
- Input
- Markets · filings · mechanisms · narrative
- Output
- Candidates
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L2
InvestigateCombine models, data, research and adversarial reasoning.
A candidate becomes a claim with a stated mechanism, assumptions and predictions.
- Output
- Hypothesis · causal chain
- Requires
- Economic rationale
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L3
TestFreeze hypotheses before outcomes are known.
Universe, signal, horizon, cost model and rules are declared and sealed first. The result comes second.
- Gate
- Predeclared · sealed
- Rule
- Inspect only what was declared before the result
-
L4
FalsifyActively search for reasons the apparent edge is false.
Evidence failure, look-ahead, specification instability, cost realism, regime fragility, survivorship. Each attack is recorded as run, not run, or not applicable.
- Gate
- Attack classes run
- Rule
- Not run is never passed
-
L5
QualifyRequire evidence, provenance, reproducibility and realistic costs.
Qualification is permission to keep testing. It confers no authority over capital.
- Gate
- Evidence · provenance · reproducibility · cost
- Confers
- Permission to continue
-
L6
ExecuteOnly qualified intelligence may eventually approach capital.
Authority lives in a separate, deterministic domain with its own controls. The model proposes. It does not decide.
- Boundary
- Capital authority · separate domain
- State
- Not reached
-
L7
LearnEvery experiment contributes to ATLAS’s accumulated intelligence.
Failures are kept as record. What was learned about how to research returns to the top of the machine.
- Output
- Lesson · record
- Returns to
- L1 Discover
The Craft of Discovery
ATLAS is built around the combination of intelligence, art, craftsmanship, action, evidence and learning. None is sufficient alone.
- Intelligenceinvestigates the pieces.
- Artimagines possibilities.
- Craftsmanshipmakes ideas precise.
- Actionexposes them to reality.
- Evidencedetermines what survives.
- Learningcompounds what remains.
Intelligence finds possibilities. Evidence decides what survives.
Seven commitments.
- 01Freeze before knowing.
- 02Measure what matters.
- 03Preserve the evidence.
- 04Attack your own conclusions.
- 05Account for reality.
- 06Authority must be earned.
- 07Keep searching.