Decision-Dependence Memory · Pre-Seed

What did this
decision actually
depend on?

Invariant does not record what people say they believed.
It records what their capital repeatedly depended on — and shows how exposed they are if that dependence fails.

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Dependence under reuse,
elevated by counterfactual
consequence.

Invariant is built on one locked concept. Everything else follows from it.

The Load-Bearing Artefact

An artefact becomes load-bearing when two conditions are met simultaneously:

It persists under reuse. The same dataset, signal, or parameter is relied upon repeatedly — not just once.
Removing it causes material consequences. If invalidated or substituted, a meaningful portion of exposure is affected.

Artefacts that persist without being tested are labelled: persistent but untested. This is not failure — it is information about current exposure.

Exposure replay.
Not retrospective audit.

When capital exposure changes, Invariant produces one object automatically. The Evidence Bundle. A reproducible record of what that decision depended on — replayable under scrutiny.


EVIDENCE BUNDLE · MOMENTUM_FACTOR_DESK · 2024-11-14 LIVE DEMO
snapshot_hash sha256:7f4a3b9e…c2d1
dependency_graph crude_price_feed → momentum_signal → position_sizer → desk_exposure
reliance_weights price_feed 0.43 momentum 0.28 vol_filter 0.10
stability price_feed UNTESTED momentum PARTIAL
counterfactual_Δ Remove price_feed → confidence 84% → 38%  CRITICAL
Probe Coverage
Component Probe Status
crude_price_feed Removal test UNTESTED
liquidity_model Alt simulation PARTIAL
decay_parameter Retuning PARTIAL
vol_regime_filter Regime switch TESTED
EXPOSURE STATEMENT

crude_price_feed drives 43% of this decision. It has never been tested under removal. If invalidated, ~40% of factor exposure is affected simultaneously.

Everything in one place.

The deck, the demo, and the code. Three things that didn't exist a week ago.

Five principles.
Locked.

Invariant survives success, politics, and time because it does not ask for virtue, acknowledgement, or confession.

1

Memory must resist reinterpretation. Structure beats prose. Dependence is observed, not reported.

2

Evidence must bind success as tightly as failure. Wins rewrite history more aggressively than losses.

3

No decision is blocked. But no important decision is forgettable.

4

Influence is acknowledged and constrained. Nothing is hidden. Nothing is silent.

5

Invariant never comforts. It confronts reality under power.

Seeking design
partners.

We are looking for 3–5 quant desks willing to run a 60-day pilot. Proof-of-value metrics agreed upfront. First live exposure replay is the milestone.

If the problem is real at your desk — or you know someone it would be real for — get in touch.