Decision queue
Everything currently waiting on your call, pulled from the latest brief (2026-11-07), the asset ledger, and the challenge ledger. To act on one: reply to that day's brief email with your call, or tell the build session — either lands it back in the repo.
ASSET 3. The Missing Instrument — measuring "AI multiplies broken processes"
Proposed — awaiting your call
ASSET 8. "Run Table 6 Again" — the AER regression nobody has re-estimated for AI
Proposed — awaiting your call
ASSET 4. The Proxy-Statement Instrument — the ex-ante measure is already filed
Proposed — awaiting your call
ASSET 5. "The Human-in-the-Loop Control That Isn't" — the autonomy contrast, with two experiments behind it
Proposed — awaiting your call
ASSET 6. Team Dysfunction at Machine Speed — human-agent team design
Proposed — awaiting your call
ASSET 7. The Ladder With No Verification Rung
Proposed — awaiting your call
ASSET 9. The Evergreen Verification Essay — "Nobody Publishes What They Check"
Proposed — awaiting your call
ASSET 10. "Show Me Who Wrote the Board Pack" — the escalation path, both ends
Proposed — awaiting your call
ASSET 11. "It Worked, and It Kept Hurting" — the case forty years of sociotechnical research cannot classify
Proposed — awaiting your call
ASSET Amendment 2026-09-16 to asset 5 ("The Human-in-the-Loop Control That Isn't") — the essay has been arguing from two 2026
Flagged for your call
ASSET 12. "What the Five Breakpoints Owe" — the Antecedents section Paper 2 needs before a reviewer writes it
Proposed — awaiting your call
ASSET Amendment 2026-09-18 to asset 2 ("The Flattening Bet") — the essay has a rival prediction available for the first time,
Flagged for your call
ASSET 13. "The Team in the Middle" — the DevOps case with the operator as the control variable
Proposed — awaiting your call
ASSET Amendment 2026-09-20 to asset 2 ("The Flattening Bet") — the essay gains its first completed instance, and the instance
Flagged for your call
ASSET Amendment 2026-09-22 to asset 2 ("The Flattening Bet") — the 09-18 re-centring should not ship as written, because the f
Flagged for your call
ASSET 14. "Three Health Systems, One Tool, Nineteen-Fold" — the dispersion question, with the data already in print
Proposed — awaiting your call
ASSET 15. "The Self-Check That Everyone Now Passes" — Paper 1's incentive diagnostic has been saturated by AI, and the fix is
Proposed — awaiting your call
ASSET Ledger note 2026-09-26 (Stafford) — the scan cannot read half the base, and today it asserted an absence into the half i
Flagged for your call
ASSET Amendment 2026-09-27 (Stafford) to asset 5 ("The Human-in-the-Loop Control That Isn't") — the essay has been arguing tha
Flagged for your call
ASSET 16. "Borrow the Auditor's Questions" — a deployer accountability card lifted verbatim from an insurer-funded standard
Proposed — awaiting your call
ASSET Amendment 2026-10-01 (Stafford) to asset 16 ("Borrow the Auditor's Questions") — the card has been built entirely on wha
Flagged for your call
ASSET Commitment 2026-10-02 — asset 2 is the one being written, and the ledger stops ranking until it ships
Flagged for your call
ASSET Ledger note 2026-10-05 (Stafford) — third consecutive day the scan has proposed an asset that is a section of the commit
Flagged for your call
ASSET Ledger note 2026-10-06 (Stafford) — fourth consecutive day the scan has registered an asset-shaped find that is a sectio
Flagged for your call
ASSET 17. "The Moderator Might Be a Selector" — an identification audit of Brandon's own best evidence
Proposed — awaiting your call
ASSET Amendment 2026-10-08 (Stafford) to asset 3 ("The Missing Instrument", parts 3a/3b) — 3b has been priced as the wrong stu
Flagged for your call
ASSET 18. "The Leadership Training You Bought Measures the Wrong Thing" — the general-versus-specific result, which is the fir
Proposed — awaiting your call
ASSET Amendment 2026-10-11 (Stafford) to asset 12 ("What the Five Breakpoints Owe") — the blocking search ran after twenty-fou
Flagged for your call
ASSET Amendment 2026-10-12 (Stafford) to asset 12 ("What the Five Breakpoints Owe") — the interaction claim that survived CFIR
Flagged for your call
ASSET Amendment 2026-10-13 (Stafford) to asset 12 ("What the Five Breakpoints Owe") — the prior-art list is missing an entire
Flagged for your call
ASSET Amendment 2026-10-18 (Stafford) to asset 12 ("What the Five Breakpoints Owe") — the prior-art list is missing a third cl
Flagged for your call
ASSET Asset 2 punch list — 2026-10-22 (Stafford): the bookkeeping was wrong for three days, items 1/3/5 were already discharge
Flagged for your call
ASSET Asset 2 punch list — 2026-10-25 (Stafford): item 4 is DRAFTED, and drafting it introduced one new blocking item. The pun
Flagged for your call
ASSET Asset 2 punch list — 2026-10-26 (Stafford): item 6's factual half is APPLIED to the draft. Its substantive half is Brand
Flagged for your call
ASSET Amendment 2026-10-27 (Stafford) to asset 12 ("What the Five Breakpoints Owe") — the concession section gains its hardest
Flagged for your call
ASSET 2026-10-29 (Stafford) — asset 12 amendment and an asset 2 counterweight. No new numbered asset; `master-plan.md` hard st
Flagged for your call
CHALLENGE Unfalsifiability risk
Standing challenge with no accepted response yet
CHALLENGE The measurability confound
Standing challenge with no accepted response yet
CHALLENGE The upstream gain may not be real for the population that matters — the METR RCT
Standing challenge with no accepted response yet
CHALLENGE The equilibrium confound
Standing challenge with no accepted response yet
CHALLENGE The organizational gate is removed, not overwhelmed — the enterprise 2× mandate
Standing challenge with no accepted response yet
CHALLENGE Paper 3's escalation tier has an unstated precondition — the board that receives it
Standing challenge with no accepted response yet
CHALLENGE A breakpoint tag with no outcome variable is a category error — the Bloom et al. Technology Illusion mapping
Standing challenge with no accepted response yet
CHALLENGE Mechanism 2's independence is a property of the route, not of the judgment
Standing challenge with no accepted response yet
CHALLENGE The unobstructed-change objection — a light-touch technology change produced durable improvement with none of the Four Forces work
Standing challenge with no accepted response yet
CHALLENGE The override rate does not mean what the diagnostic assumes it means
Standing challenge with no accepted response yet
CHALLENGE The sociotechnical priority challenge
Standing challenge with no accepted response yet
CHALLENGE The light-touch counterexample — HealthPlix
Standing challenge with no accepted response yet
CHALLENGE The binding gate is not the variable — and the hard-stop literature already measured it
Standing challenge with no accepted response yet
CHALLENGE The period clause — "at machine speed" may be decoration
Standing challenge with no accepted response yet
CHALLENGE "The evidence says take humans out of the loop, not prepare them for it" — the Zhu et al. randomization
Standing challenge with no accepted response yet
CHALLENGE The provenance challenge — the framework was abducted from one case and validated against its author's own memory
Standing challenge with no accepted response yet
CHALLENGE The specification objection — a control that inverts on one word is a writing failure, not an incentive failure
Standing challenge with no accepted response yet
CHALLENGE The mediation objection — the flagship manager-layer result is a belief-updating finding filed as an incentive finding
Standing challenge with no accepted response yet
CHALLENGE The previous delayering shock strengthened stewardship at the top rather than stranding it
Standing challenge with no accepted response yet
CHALLENGE The person-level moderator — "verifiability and expertise decide the AI gain, not the organization"
Standing challenge with no accepted response yet
CHALLENGE The mitigation depreciates — "the control you prescribe is consumed by the thing it supervises"
Standing challenge with no accepted response yet
CHALLENGE The within-firm estimate cannot carry an organization-level claim
Standing challenge with no accepted response yet
CHALLENGE An organization-scoped AI assurance certification already exists, is accredited, and certifies deployers
Standing challenge with no accepted response yet
CHALLENGE The learning-rate channel — "the only shock that reshapes the hierarchy runs through a technology parameter, not the Four Forces"
Standing challenge with no accepted response yet
CHALLENGE The framework has no theory of who holds the remedy — "visibility has nothing to sell a client who can already see"
Standing challenge with no accepted response yet
CHALLENGE Ownership prevalence is an input measure, and the cross-tab that would turn it into an outcome measure is confounded by construction
Standing challenge with no accepted response yet
CHALLENGE The flagship flattening instrument reports no aggregate flattening, and Brandon's own essay has been making the weaker version of that argument
Standing challenge with no accepted response yet
CHALLENGE *"DORA published your thesis in September 2025, at n≈5,000, to your audience"* — the priority challenge
Standing challenge with no accepted response yet
CHALLENGE *"Your new measurement rule conveniently discredits your strongest counterargument"* — the gated-metric objection, logged against Stafford's own analysis
Standing challenge with no accepted response yet
CHALLENGE *"Your remedy has a level effect, not a protective one"* — the non-moderating-remedy objection
Standing challenge with no accepted response yet
CHALLENGE *"You apply the one-questionnaire standard to vendors and waive it for peer review"* — the common-source double standard
Standing challenge with no accepted response yet
CHALLENGE *"Your moderator might just be a selector"* — the adoption-selection objection
Standing challenge with no accepted response yet
CHALLENGE *"Your remedy already exists, it is manualized, and it has a registered RCT"* — the LOCI prior-art exposure
Standing challenge with no accepted response yet
CHALLENGE The McAdam standard — "Five Breakpoints is Kotter's method with Kotter's evidence problem"
Standing challenge with no accepted response yet
CHALLENGE The topology objection — "the Five Breakpoints has no unit of analysis below the organization, and change does not propagate at that level"
Standing challenge with no accepted response yet
CHALLENGE The exhausted-alternatives objection — "every prior attempt to escape hierarchy failed on coordination, which is evidence coordination *was* the binding constraint"
Standing challenge with no accepted response yet
CHALLENGE The sufficiency objection — "the whole failure was one number, and all three firms fixed it without you"
Standing challenge with no accepted response yet
CHALLENGE The maturity objection — "your organizational prerequisite is a finding about novelty, and it expires"
Standing challenge with no accepted response yet
CHALLENGE The substitution objection — "where the organization is broken, a cheap information fix works, so the prerequisite is not a prerequisite"
Standing challenge with no accepted response yet
CHALLENGE The entry objection — "the AI-shaped organizations already exist, nobody transformed into one, and they were never broken to begin with"
Standing challenge with no accepted response yet
CHALLENGE NEW CHALLENGE 2026-10-26 (Stafford) — *The drawdown objection*: "the Four Forces are not preconditions you arrive with, they are resources the deployment spends — so a pre-launch discipline cannot protect them"
Standing challenge with no accepted response yet
CHALLENGE NEW CHALLENGE 2026-10-28 (Stafford) — *The replacement-figure objection*: "you retired the 70% because nobody could check it, and replaced it with a number whose numerator nobody can check either"
Standing challenge with no accepted response yet
CHALLENGE NEW CHALLENGE 2026-10-29 (Stafford) — *The stock-flow objection*: "the lag you built a framework on is an accounting identity, and the firms with the least organization get the most out of AI"
Standing challenge with no accepted response yet
CHALLENGE NEW CHALLENGE 2026-11-01 (Stafford) — *The unplanned-adoption objection*: "your framework diagnoses declared transformations, and the data say most AI adoption is not one"
Standing challenge with no accepted response yet