Avril Haines's DNI Work Algorithms

1. What decision does the President or NSC need to make?
2. What intelligence question is distinct from the policy preference?
3. What dissent or caveat must travel with the judgment?

Organize the IC answer around the senior decision point, preserving analytic boundaries and caveats.

PDB frame, NSC intelligence note, decision-support memo

Proximity to policy can pressure analysis toward usefulness at the expense of independence.

1. Which IC element owns the strongest access?
2. Where is duplication hiding a gap rather than solving it?
3. What joint product would no single agency produce alone?

Create an interagency frame that assigns lanes, harmonizes assumptions, and produces a single decision-grade output.

IC coordination matrix, integrated assessment, issue cell charter

Integration can flatten dissent if coordination becomes forced consensus.

1. Which statute, executive order, or directive governs the issue?
2. Which activities require special approvals or notification?
3. What would the oversight record need to show later?

Translate policy urgency into authorized lanes and explicit boundaries.

authority map, legal-risk note, approval checklist

Legal review can become paper compliance unless it genuinely constrains conduct.

1. Does the case touch U.S. persons, domestic speech, or political activity?
2. What minimization, retention, and dissemination rules apply?
3. How can analysts preserve value while reducing rights risk?

Force privacy, civil-liberties, and minimization questions into the front of the intelligence design.

privacy impact note, minimization control, dissemination caveat

A late-stage privacy review may only decorate a system already designed around collection.

1. Which committees must be informed?
2. What can be stated publicly without damaging sources?
3. What closed-session detail is essential for accountability?

Separate public reassurance, classified substance, and documentary completeness.

hearing book, QFR package, oversight notification record

If oversight is treated as a burden, trust decays before facts are heard.

1. What would the judgment be if no policymaker liked it?
2. Which evidence is strongest and which is fragile?
3. What alternative explanation deserves explicit treatment?

State the analytic bottom line with confidence levels, assumptions, and dissent intact.

analytic line, confidence statement, dissent box

An unvarnished judgment can still become distorted if leaders cherry-pick pieces of it.

1. Which threats are immediate, systemic, or emerging?
2. Which actors interact across theaters?
3. What belongs in public testimony versus classified annex?

Build a threat architecture organized by decision relevance, not merely by agency reporting lines.

Annual Threat Assessment frame, threat hierarchy, classified supplement

A public threat list can look comprehensive while hiding uncertainty and dependencies.

1. What evidence would make the dominant view wrong?
2. Which assumption is carrying the entire judgment?
3. Who is assigned to argue the alternative?

Pair each major judgment with a falsification test and a rival explanation.

alternatives memo, red-team note, key-assumption check

Alternatives can become decorative if not connected to actual decision thresholds.

1. What confidence level is justified?
2. Which caveat changes the decision?
3. What detail can be deferred to an annex?

Turn raw complexity into an executive-ready judgment plus a visible uncertainty marker.

bottom-line brief, confidence band, caveat annex

Compression can erase the very caveat that should slow the decision.

1. Am I informing a choice or arguing for one?
2. What is the analytic judgment apart from policy preference?
3. How will consumers know where analysis ends?

Label products, meetings, and recommendations so the boundary between intelligence and policy remains visible.

role note, product taxonomy, policy-neutral briefing line

A sophisticated policymaker can unconsciously import policy goals back into the analytic frame.

1. What public or diplomatic effect is sought?
2. What intelligence equities are placed at risk?
3. Can the same effect be achieved with less disclosure?

Downgrade or disclose selectively, with source protection and policy purpose explicitly weighed.

downgrade memo, disclosure risk ledger, public release package

Routine disclosure can normalize exposure and reduce source confidence.

1. Why is this information classified at this level?
2. Who cannot act because the information is locked away?
3. What lower classification or public summary would preserve safety?

Challenge classification defaults and create disciplined paths for sharing with allies, Congress, and the public.

classification review, public summary, sharing guidance

Declassification without discipline can expose tactical or human-source equities.

1. What public suspicion can be reduced by records?
2. What must remain protected and why?
3. How should errors be included rather than hidden?

Pair transparency rhetoric with review mechanisms, release practices, and candid limits.

transparency plan, historical release note, public accountability frame

Selective transparency can look like narrative control.

1. Which ally needs what evidence to move?
2. What release format preserves shared confidence?
3. Who must be consulted before public disclosure?

Use downgraded intelligence as a coalition-management tool while respecting partner equities.

allied disclosure package, demarche support, joint warning frame

A disclosure that surprises allies can damage the trust it aimed to build.

1. Could adversaries infer a source, method, or collection gap?
2. What human risk follows?
3. What redaction or delay reduces the danger?

Route public-interest disclosures through a structured source-and-method harm review.

risk matrix, redaction protocol, delayed-release plan

The most persuasive details are often the most dangerous to reveal.

1. Which partners share the risk but not the assumptions?
2. What intelligence can align their planning?
3. What timing makes warning useful rather than merely accurate?

Convert intelligence into partner-specific warning packages and shared planning assumptions.

partner warning note, Five Eyes coordination frame, NATO brief

Coalition warning can fracture when allies interpret costs differently.

1. What indicators show intent rather than capability?
2. What cost does the adversary appear willing to absorb?
3. What assumption makes others dismiss the warning?

Build a warning estimate around intent indicators, cost tolerance, and observable preparation.

warning estimate, indicator table, adversary assumption map

Analysts can mirror-image adversary cost-benefit logic and miss high-risk intent.

1. Which decisions will arrive too quickly for normal staffing?
2. What controls must be preauthorized?
3. Who can pause or escalate the process?

Create a crisis cadence that preserves records, dissent, and escalation thresholds.

crisis rhythm, escalation ladder, decision log

Speed can become an excuse for skipping the very controls most needed in crisis.

1. Who owns the policy decision?
2. What intelligence support is necessary but not determinative?
3. How will policy failures avoid contaminating analytic credibility?

Frame intelligence as an input to policy, not a substitute for elected or cabinet-level choice.

support memo, policy boundary note, consumer caveat

In high-stakes crises, intelligence can be blamed for policy choices it did not make.

1. What should the public know to become more resilient?
2. What language avoids exaggeration?
3. Which adversary narrative should not be amplified?

Pair threat disclosure with practical confidence in institutions and allied capacity.

public warning statement, resilience message, threat-context note

A warning can unintentionally spread the adversary's desired psychological effect.

1. How does the technology alter adversary capability?
2. How does it alter IC collection or analysis?
3. What governance gap appears first?

Make technology risk a cross-functional IC problem rather than a niche technical topic.

technology-risk brief, crosswalk matrix, governance gap note

Technical fascination can outrun legal, ethical, and operational judgment.

1. What decision does AI influence?
2. Where must human judgment remain explicit?
3. How are bias, reliability, and auditability tested?

Apply AI ethics, auditability, and human-judgment controls to national-security data systems.

AI governance note, audit checklist, human-review protocol

AI can launder uncertainty into an apparently objective score.

1. Is this a technical incident, campaign, or strategic signal?
2. Which sector or ally faces immediate risk?
3. What can be shared outside classified channels?

Fuse technical cyber reporting with actor analysis, sector impact, and public-private sharing needs.

cyber warning brief, actor-impact matrix, sharing package

Cyber reporting can become too technical for decision-makers or too vague for defenders.

1. What does open information add that classified channels miss?
2. How should it be authenticated?
3. When does OSINT become the primary evidence?

Blend open and classified sources with validation tags and provenance notes.

OSINT-classified fusion note, provenance table, validation ledger

Open information can move faster than verification and drag analysis into rumor.

1. Which data cannot be used because of policy friction?
2. What sharing rule protects both mission and rights?
3. What workforce skill is missing?

Turn data policy, standards, workforce training, and security into a coherent modernization program.

data policy memo, interoperability plan, training requirement

Data centralization can create privacy risk, security concentration, or analytic monoculture.

1. Is the activity foreign, covert, and materially significant?
2. What domestic speech must remain outside the IC lane?
3. Which agency should lead the response?

Separate foreign threat analysis from domestic political adjudication.

foreign-influence threshold note, lead-agency map, public boundary language

Ambiguity can make legitimate warning appear partisan.

1. Is the information credible and specific?
2. Is it foreign and covert?
3. Would silence create greater harm than disclosure?

Use a structured threshold before public election-threat notification.

notification threshold memo, public advisory draft, interagency review log

Late, vague, or partisan-looking notifications can damage the legitimacy they aim to protect.

1. What part of the issue is foreign intelligence?
2. What part belongs to law enforcement, states, platforms, or civil society?
3. How are U.S.-person protections applied?

Build explicit lane discipline among IC, law enforcement, election officials, and public communicators.

firewall map, lane assignment, civil-liberties caveat

A blurred boundary can create both under-response and overreach.

1. What does the public need to do or understand?
2. Who is the most trusted messenger?
3. What language avoids partisan inference?

Issue warnings through nonpartisan, specific, and carefully scoped language.

public warning protocol, spokesperson frame, FAQ

A correct warning can still fail if audiences distrust the messenger.

1. How will both parties test the process?
2. What can be shown about neutrality?
3. What classified basis can oversight verify?

Design the process so neutral observers can reconstruct the basis for action.

bipartisan briefing package, neutrality note, oversight trail

Even neutral processes can be perceived as partisan if timing and explanations are poor.

1. Which workforce group is underused or unheard?
2. How does inclusion improve mission performance?
3. What protections support candid analytic work?

Connect diversity, professionalism, and workforce care directly to mission resilience.

workforce message, inclusion plan, professional standards note

Symbolic inclusion without structural opportunity becomes morale theater.

1. What does each agency mean by success?
2. Which cultural assumption is blocking cooperation?
3. What shared vocabulary would improve execution?

Translate mission, risk, and evidence standards across civilian, military, law-enforcement, and technical cultures.

culture crosswalk, shared glossary, interagency doctrine note

Translation can become lowest-common-denominator language if hard differences are not preserved.

1. Which reforms should survive transition?
2. Which warnings remain valid after personnel change?
3. What record helps successors avoid relearning the same lesson?

Package lessons, records, strategies, and constraints so the institution can continue without personality dependence.

transition book, strategy handoff, lessons-learned memorandum

A leader-centered reform evaporates when the leader leaves.