Implementation field note · 3 min read
Implementation Field Note: Value Log v1
What changed when the research scaffold became a private, auditable measurement instrument.
Observer Attention Is All You Need · v0.6 · edition history · Moses Sam Paul
Quick Answer
Value Log v1 demonstrates that observer-attention records can move from machine proposal to human confirmation, community-role validation, versioned calculation, correction, and selective publication without granting the machine observer authority or presenting Pilot W as canonical WellbeingScore.
From a proposition to an instrument
Value Log v1 is a private implementation of one narrow part of this paper. A person speaks a narrative. A Custom GPT proposes structured time slices. The person reviews the table as observer. A human then acts in an explicitly named community role to validate evidence and classification. Only after both human actions does the system calculate a Pilot W transition or a Performance contribution.
This is not proof that the research model is correct. It is implementation evidence that the model can be made explicit, inspectable, reversible, and bounded.
The two human actions
Observer confirmation answers: Does this proposed record accurately represent what I observed?
Community-role validation answers: Is the evidence and classification adequate for this route?
For Non-Performance records, HouseOfBros evaluates evidence adequacy, classification adequacy, and self-observation integrity. It does not claim to externally verify subjective inner truth. During the pilot, Moses acts in multiple roles. This is role separation, not independent external review.
Pilot W and canonical WellbeingScore
Value Log currently computes Pilot W on a 100–1000 scale. Pilot W is experimental. It is not the canonical composite WellbeingScore located in ~WellbeingIdentity / ~~IdentityState / ~~~WellbeingScore.
The two measures currently have different methods, windows, and governance. The implementation therefore publishes Pilot W as a separately labelled projection rather than silently overwriting the canonical identity state.
Corrections are events
The implementation does not edit calculated history in place. A correction creates another revision under the same ProtocolLinkId, reverses affected calculations, and replays later W-dependent records in chronological order.
Each transition records the pre-state, requested result, applied result, calculator version, formula inputs, input hash, replay run, source revision, and reversal references.
What this field note supports
The pilot supports the narrower claim that observer-attention records can be:
- drafted without granting the machine human authority;
- confirmed through distinct human protocol actions;
- routed by canonical vocabulary;
- calculated with explicit versions and safeguards;
- corrected without erasing history;
- selectively published through revocable consent.
It does not establish clinical validity, universal comparability, monetary value, independent external validation, or a defensible canonical WellbeingScore.
Read the public Value Log method for the current formulas, safeguards, privacy boundary, and limitations.
Implementation lens
The field note is itself versioned evidence. The screenshots and claims belong to v0.5 and remain static even as the live Value Log evolves.
The public profile now shows consented aggregate projections from three community-expression routes:
- HouseOfBros, where value is deposited into wellbeing through validated Non-Performance records;
- ~Growth Flow Engineering~, where skill-based growth work can become Performance contribution;
- IoV Research Foundation, where Systems Thinking & Modeling contribution is validated as research commons work.
These projections remain aggregate and revocable. They do not expose private narratives, raw evidence, validator rationale, or record-level identifiers.