Audits

Autonomy Economics Evidence Audit

On the first of each month the register is assessed in full, covering what strengthened, what weakened, what new evidence runs against the framework, and which propositions changed status.

Each audit is derived from the register and publishes without editorial approval. The sections most worth having (what weakened, and what now contradicts a prediction) are exactly the ones an author has an incentive to soften, so they are computed and not written. Commentary can be added afterwards; it cannot replace the figures, and where none was written the audit says so.


Current assessment

PropositionStatusDirectionObservations
MechanismHuman-Bounded ProgressionMultiple post-publication observations consistent with proposition↑7 supportive · 0 contradictory · 3 unresolved
MechanismHuman-Bounded InteractionMultiple observations consistent with proposition→4 supportive · 0 contradictory · 6 unresolved
MechanismCapability Scarcity DependenceMultiple post-publication observations consistent with proposition↑7 supportive · 0 contradictory · 3 unresolved
LawValue moves from production to orchestrationMultiple post-publication observations consistent with proposition→10 supportive · 0 contradictory · 2 unresolved
LawValue moves from access to outcomesMultiple post-publication observations consistent with proposition→8 supportive · 0 contradictory · 6 unresolved
LawValue concentrates where scarce judgement governs autonomous throughputMultiple post-publication observations consistent with proposition→11 supportive · 0 contradictory · 1 unresolved
PropositionAgentic Profit ParadoxMultiple observations consistent with proposition↑5 supportive · 0 contradictory · 0 unresolved
PropositionCommercial alignmentMultiple observations consistent with proposition→4 supportive · 0 contradictory · 4 unresolved
PropositionCapital-Structured Autonomy EcosystemsPredicted mechanism directly observedEditorial→3 supportive · 0 contradictory · 0 unresolved
PropositionRevenue Durability effectsMultiple observations consistent with proposition→5 supportive · 0 contradictory · 5 unresolved

Assessment history

Every recorded change to a proposition's status, newest first. Assessments are appended, never overwritten.

DatePropositionStatusBasis
4 September 2026hbpMultiple observations consistent with proposition6 observations
Initial seed register baseline, 1 May to 4 September 2026
4 September 2026hbiMultiple observations consistent with proposition8 observations
Initial seed register baseline, 1 May to 4 September 2026
4 September 2026csdMultiple observations consistent with proposition7 observations
Initial seed register baseline, 1 May to 4 September 2026
4 September 2026law 1Multiple post-publication observations consistent with proposition12 observations
Initial seed register baseline, 1 May to 4 September 2026
4 September 2026law 2Multiple post-publication observations consistent with proposition8 observations
Initial seed register baseline, 1 May to 4 September 2026
4 September 2026law 3Multiple post-publication observations consistent with proposition12 observations
Initial seed register baseline, 1 May to 4 September 2026
4 September 2026agentic profit paradoxSeveral observations consistent with proposition2 observations
Initial seed register baseline, 1 May to 4 September 2026
4 September 2026capital structured autonomyPredicted mechanism directly observed2 observations
Initial seed register baseline, 1 May to 4 September 2026
4 September 2026revenue durabilityMultiple observations consistent with proposition7 observations
Initial seed register baseline, 1 May to 4 September 2026

Quarterly falsification review

Once a quarter the register is reviewed against a different question, which is what the strongest available evidence against each proposition is. That review runs as a separate process, deliberately, to keep the monitor from becoming a confirmation-bias machine.

See the falsification tests →