Forecast Release Decision Log¶
Governance register — instantiates Reflexive Forecast Impact Governance
A dated, append-only record of each forecast released — the exact claim, who could see it, and the disclosure boundary applied — so the decision to publish a reactive forecast can be reviewed against what was known at the time, not what happened after.
When a forecast changes the world it forecast, later reviewers will re-litigate the decision to release it with the outcome already in hand. Forecast Release Decision Log is the register that records, at the moment of release, exactly what was claimed, to whom it was disclosed, and under what boundary — full publication, embargo, need-to-know, or aggregate-only. Its defining move is capturing the ex-ante state of the decision — claim plus disclosure boundary — and freezing it, so accountability and later audits attach to what was actually decided rather than to a hindsight reconstruction of it.
Example¶
A financial regulator runs bank stress tests and must decide how much to publish. Releasing a specific bank's projected capital shortfall could itself trigger the run the test was probing for — a self-defeating disclosure. The Release Decision Log records, per cycle: the precise claim (which scenario, which metric, which threshold), the disclosure boundary chosen (system-wide aggregates public, bank-specific figures to supervisors only), and the boundary rule invoked to reach it. Months later, if a disclosed figure is blamed for market jitters, the log shows the boundary was a deliberate, recorded choice with a stated rationale — not an accident, and not a boundary invented after the fact — and it lets the next cycle set its boundary against a real precedent rather than an argument about what "must have" been intended.
How it works¶
- Record the claim verbatim. Scenario, quantity, horizon, confidence — the exact statement as released, not a later paraphrase.
- Record the disclosure boundary. Audience, granularity, embargo, and the boundary rule that produced them.
- Timestamp and freeze. The entry is written at release and never edited, only appended to.
- Cross-reference. Link each entry to the forecast that supersedes it and to any impact audit or counterfactual review that later reads it.
Tuning parameters¶
- Claim granularity — the full verbatim claim versus a summary. Verbatim resists reinterpretation but is heavier and may itself hold sensitive detail.
- Boundary vocabulary — how rich the recordable set of disclosure boundaries is (public / embargoed / tiered / aggregate-only). Richer captures nuance; coarser stays cleanly auditable.
- Immutability — strictly append-only versus editable-with-history. Append-only is the more trustworthy for accountability but unforgiving of honest transcription errors.
- Access to the log itself — who may read the record of who saw what. The register can be as sensitive as the forecasts it holds.
When it helps, and when it misleads¶
Its strength is that it is the accountability spine of the archetype: it makes disclosure boundaries deliberate and reviewable, and it is the fixed reference an impact audit or counterfactual review reads the original claim from. It is a direct defense against hindsight bias[n1] — with the ex-ante claim and boundary frozen, a reviewer cannot quietly rewrite what was "obviously" going to happen.
Its failure mode is that a log is only as honest as its entries, and the classic misuse is backfilling — writing or "clarifying" an entry after the outcome to make the decision look better, which is the very hindsight the log exists to prevent. It can also lull: a well-kept log records a decision without improving it. The discipline is to write at release under append-only control, to log the boundary's rationale and not just the boundary, and to treat the record as input to review rather than as proof of diligence.
How it implements the components¶
Forecast Release Decision Log realizes the record-keeping side of the archetype — the components that fix what was decided:
forecast_claim_record— its primary content: the exact released claim, frozen as issued.disclosure_boundary_rule— each entry records which disclosure boundary was applied to that release, and the rule behind it.
It does not decide the boundary in the first place — the Staged Disclosure Protocol does — nor frame the ethics of release to the public, which the Forecast-as-Intervention Label carries; the log records the decision, it does not make it.
Related¶
- Instantiates: Reflexive Forecast Impact Governance — it is the contemporaneous record every later review of a reactive forecast depends on.
- Consumes: the Staged Disclosure Protocol, which supplies the disclosure boundary the log records.
- Sibling mechanisms: Staged Disclosure Protocol · Forecast-as-Intervention Label · Forecast Impact Audit · Avoided-Loss Counterfactual Review · Forecast Update Cadence
Editorial Notes¶
Form Classification¶
Form family: Record, Log & Register
Rationale: Forecast Release Decision Log operates as a durable record, ledger, register, or trace whose value depends on preserving actual state or history because it a dated, append-only record of each forecast released — the exact claim, who could see it, and the disclosure boundary applied — so the decision to publish a reactive forecast can be reviewed against what was known at the time, not what happened after.
Independent corroboration: The frozen evidence defines Forecast Release Decision Log as 'A dated, append-only record of each forecast released — the exact claim, who could see it, and the disclosure boundary applied — so the decision to publish a reactive forecast can be reviewed against what was known at the time, not what happened after', so its operative form is Record, Log & Register.
Review outcome: Independent reviewer agreement; high confidence.
Origin Attribution¶
Primary origin: Public Administration & Policy
Origin pattern: Cross-disciplinary synthesis
Present-day reach: Multi-domain
Rationale: Public administration is primary because release decisions require accountable authority, reasons, conditions, and a durable record. Foresight, disclosure law, technology ethics, and audit trails supply distinct criteria; the named decision log is encyclopedia synthesis with multi-domain reach.
Related originating lineages:
- Accounting & Auditing — Append-only contemporaneous records and ex-ante reviewability derive from audit-trail practice.
- Futurism & Strategic Foresight — Reactive-forecast governance determines what the log must capture.
- Law & Governance — Append-only ex-ante decision records and audience restrictions supply accountable procedural form.
- Ethics of Technology & AI Governance — Responsible disclosure and impact governance materially shape publication boundaries.
Review resolution: Public administration is primary because release decisions require accountable authority, reasons, conditions, and a durable record. Foresight, disclosure law, technology ethics, and audit trails supply distinct criteria; the named decision log is encyclopedia synthesis with multi-domain reach.
Encyclopedia synthesis: The exact catalogued form synthesizes established practice rather than reproducing a single standard historical label.
Review outcome: Researched adjudication after independent review; high confidence.
Sources consulted:
Notes¶
The log holds who-was-told-what, which can be more sensitive than any single forecast in it: a complete register of disclosure decisions reveals the whole pattern of what an organization released, to whom, and when. Its own access boundary therefore has to be governed at least as tightly as the forecasts it records — the register is itself a disclosure risk.
[n1] The tendency, once an outcome is known, to believe it was more predictable all along than it was — studied extensively by Baruch Fischhoff. A contemporaneous, frozen record of the ex-ante claim and rationale is the standard corrective, which is why the log is written at release and never rewritten. ↩