Executive Brief · Human Agency Under Consequential State
Five design implications for institutions that correct records
Micheal Charles Preble · Independent Researcher · For institutional and system-design readers
Why this reaches decision-makers
The paper's Section 16 states institutional design implications directly, distinct from the conceptual framework itself. These are drawn from what the two empirical pilots actually exposed about how public-record systems handle the interval after state changes.
Five design implications
- Preserve provenance. Systems that permit consequential state to persist should preserve enough lineage to identify which consequences depend on which grounds — without it, a correction cannot reliably trigger downstream reassessment.
- Distinguish source repair from derived-state repair. Correcting a source value should not be assumed to automatically recompute every downstream classification, score, or operational decision derived from it.
- Keep explicit records of current warrant. If an institution can continue a consequence after a material state change, the governing ground, authority, purpose, and procedure should be inspectable enough to determine whether that continuation is same-ground, properly rebased, temporarily authorized, or unsupported.
- Make interim authority explicit, not implicit. Where a consequence remains live during reassessment, the governing authority and timing should be stated, not assumed. The pilots found this the hardest fact to observe in public records — opaque in both corpora.
- Separate prospective correction from functional recovery. Updating a record can stop future reliance while leaving past consequences unresolved; institutions should treat these as separate design questions.
What the pilots showed about accountability gaps
Across the two record ecologies examined, public observability of basis revision repeatedly separated from public observability of interim authority and binding timing. This is a bounded finding about the specific record systems studied, not a claim about institutional practice generally — but it identifies exactly where institutional recordkeeping would need to improve for meaningful external audit of the post-change interval.
Evidence Status
Evidence status: Conceptual framework with two bounded public-record pilots (CFPB, MSPB); the design implications above are the paper's own Section 16, not new claims added by this brief.
What This Does Not Claim
- Does not claim existing law universally imposes every listed practice — these remain proposals for governance design.
- Does not claim the pilot findings generalize to institutions beyond CFPB and MSPB record ecologies.
- Does not claim prospective correction guarantees recovery of residual effects (item 5 explicitly treats them as separate).
Read / Cite the Research
Read the canonical paper record → · Full paper PDF
Preble, Micheal Charles. “Human Agency Under Consequential State: Correction, Revalidation, and Recoverable Consequences in Persistent Computational Systems” Manuscript dated September 21, 2026. Available at SSRN 7496758, 2026.