GRIDS/365FYI

Grid in your field

Government and public sector.

Start with a story. See what changes. Explore the details when you need them.

Watch · 1:10

City government · 1:10

One neighborhood problem crosses several departments.

See separate public teams connect the facts behind a shared decision without assigning all authority to a single system.

The Block That Had No Department · Narrated film

Watch the film Read the story
An illustrative scenario. People retain authority over real decisions.
Public funding decisions · 1:10

The Award List the Assistant Could Not Approve

An AI-generated ranking becomes a defensible public decision record by keeping eligibility, exceptions, scoring, funding, and award authority separate.

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Government + defense · 1:09

Decision Advantage

Teams use one live model to see what changed, test feasible options, understand why, and keep the final decision with a person.

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Browse every government + public sector film

More stories in this field · 6 publications

Find a situation you recognize.

Watch the short film or read the full story. Each follows a changing situation and the people responsible for the response.

Show 2 cross-field connections
Go deeperGuides, research, films, and resourcesOpen the full field library

Use cases · 5 publications

Apply the idea to your work.

Explore the decisions, changing facts, and responsibilities a practical evaluation needs to address.

Use case · 13 min Can a warning team reconstruct which evidence supported the exact authorized message, what every channel actually reported, and how a correction reached each affected jurisdiction?

Authorize and Correct a Public Warning Across Evidence, Channels, and Jurisdictions

Connect incident evidence, scoped public-warning permissions, exact-message authorization, channel-specific receipts, and versioned corrections without treating technical acceptance as public receipt or a model as warning authority.

Understand · GovernSource-grounded Explore
Show 3 cross-field connections
Use case · 13 min Can coalition participants calculate the same permitted conclusion, continue locally through a connection loss, and reconcile change without one system assuming national release or action authority?

Coordinate Coalition Decision Logic Without Centralizing Sovereign Data or Authority

Execute an agreed decision contract in each participant’s environment, exchange only authorized claims and results, and reconcile revisions without letting a shared system assume national release or action authority.

Understand · PlanSource-grounded Explore

Research and explanation · 15 publications

Understand the reasoning.

Read the worked examples, supporting research, and what remains to be validated.

White paper · 13 min How can a public program make its represented policy logic inspectable without transferring legal judgment or determination authority to software?

Policy That Can Explain Itself

Eligibility, Exceptions, Appeals, and Authorized Determinations

Public policy becomes difficult to govern when eligibility, scoring, exceptions, notices, appeals, and funding limits live in separate implementations. This paper proposes a versioned decision model that can expose those relationships while preserving human and institutional authority.

Understand · GovernSource-grounded Explore
White paper · 11 min What public-service capacity is actually staffed, capable, accessible, and available inside the demand window?

Capacity Is Not a Count: Staffed Public-Service Availability Under Changing Demand

A facility, bed, vehicle, or service-position count becomes useful only when staffing, capability, support, throughput, accessibility, time, and authority resolve together. This paper separates public preparedness guidance from a bounded Grid proposition for aggregate planning.

Understand · PlanSource-grounded Explore
White paper · 11 min How can one public-program rule serve many people and systems without becoming many conflicting implementations?

One Program Rule, Many Public Surfaces

Governed Policy Across Staff Tools, Public Explanations, Reports, and APIs

Public programs often reimplement one rule in staff tools, websites, notices, reports, and partner interfaces. This paper proposes a governed, versioned rule package with audience-specific surfaces and a bounded way to test whether they remain aligned.

Understand · GovernSource-grounded Explore
Show 10 cross-field connections
White paper · 13 min What must be shared so that changing facts produce one inspectable decision state without forcing every participant into one system or transferring authority to software?

From Common Operating Picture to Common Operating Model

Seeing the same facts is not the same as calculating from the same rules. A common operating model connects source identity, dependencies, constraints, alternatives, authority, role-specific views, and replayable evidence.

Understand · EvaluateSource-grounded Explore

Resources · 8 resources

Take the decision model into the room.

Each file appears once with the guide or use case it supports.

Use caseAI Decision Authority Assessment (PDF)Keep governing sources, accepted facts, hard eligibility gates, scoring, exceptions, funding constraints, explanations, corrections, and authorized determinations distinct throughout a public-program decision.Use caseDecision evaluation worksheet (PDF)Keep governing sources, accepted facts, hard eligibility gates, scoring, exceptions, funding constraints, explanations, corrections, and authorized determinations distinct throughout a public-program decision.Use casePrintable decision evaluation worksheetConnect incident evidence, scoped public-warning permissions, exact-message authorization, channel-specific receipts, and versioned corrections without treating technical acceptance as public receipt or a model as warning authority.White paperDownload the accountable public decisions white paperPublic policy becomes difficult to govern when eligibility, scoring, exceptions, notices, appeals, and funding limits live in separate implementations. This paper proposes a versioned decision model that can expose those relationships while preserving human and institutional authority.Use casePrintable AI Decision Authority AssessmentLet AI accelerate model creation and exploration while explicit rules, governed evaluation, and accountable people retain authority over consequential decisions.White paperDownload the contested operations white paperA course of action remains feasible only while its facts, assumptions, resources, timing, constraints, and authority remain aligned. This paper separates the public planning record from a bounded Grid proposition for keeping that conclusion inspectable as conditions change.Field briefRead the web briefA research-grounded discussion brief on accountable decision models, changing mission facts, interoperability, and human authority.Field briefDownload the PDFA research-grounded discussion brief on accountable decision models, changing mission facts, interoperability, and human authority.

Films · 26 films

Watch the model become visible.

These films show the Grid pattern in this field.

1:10The Block That Had No DepartmentFive city systems coordinate one urgent block-level plan while every department retains ownership of its facts, decisions, and execution.1:10The Award List the Assistant Could Not ApproveAn AI-generated ranking becomes a defensible public decision record by keeping eligibility, exceptions, scoring, funding, and award authority separate.1:09Decision AdvantageTeams use one live model to see what changed, test feasible options, understand why, and keep the final decision with a person.0:40AI with Human AuthorityFive AI-written versions of the same requirement return different answers; the film moves the rule into one visible model and keeps approval with a person.1:11How Rules Become ExecutableSee rules written by a domain expert become structured instructions the engine can check, improve, run, and diagnose when something goes wrong.1:09How Models ConnectSee separate models run in different places, exchange selected results, and coordinate without combining every system into one.1:12Every System Works. The System Does Not.One transport change makes three separate views disagree; a shared model exposes the mismatch and tests two predefined options for an officer.1:27The Mission Is a Living ModelSeveral local models recalculate as conditions change, share selected results, and keep authorization with a person.1:15Trust in an AI-Built WorldWhen AI makes custom software cheap, nearly identical systems can disagree; visible rules, permissions, and history make each answer accountable.0:30AI Needs a Place to OperateAI can draft a model in minutes; people still need a durable place to review it, change it, and rely on the same version together.0:48The Medical Plan Must MoveThree changes invalidate an initial medical allocation; the model tests options within stated limits and presents the feasible path for human authorization.1:12How a Grid Becomes a SystemSee a blank grid become a working model, add specialized tools, and power sheets, maps, charts, documents, and apps from the same logic.0:58How Live Data Moves Through a ModelNew data enters under explicit permissions, recalculates only the affected results, and carries its source and history into every view.1:10The Feeder That Could Not Be Restored YetA mathematically feasible restoration plan remains conditional until current field evidence and accountable operator authority support the next action.0:36When the Plan BreaksSeveral disruptions invalidate the plan; the affected models recalculate and a person authorizes the response.1:10The Warning That Had to Be Corrected EverywhereTwo counties correct one shared warning precisely across jurisdictions, languages, channels, and successor versions without inventing delivery evidence.1:05From One Cell to an EconomyOne changed demand forecast moves production, cash, financing, and commitments through a shared model while each institution retains its own judgment.1:15Inside the Mathematical EngineSee one engine track dependencies, measure sensitivity, solve constrained problems, manipulate symbols, and enforce explicit conditions.1:15How a Domain Language Becomes a ModelSee a specialized language become a tree the compiler can inspect, rewrite, translate, and turn into an executable model.0:53The Supplies Were Already ThereScattered inventory records are checked against evidence before the model proposes a medical-resupply route for an officer to approve.0:36Contested LogisticsA route closes; the model traces what the change affects, compares three options, and updates several views from the selected plan.0:35When AI Multiplies the CopiesIf every company generates its own version of the same software, small differences in rounding and calculation order can send the answers apart.0:29Local Compute and Selective SharingA technical cut shows one model compute locally and send only a named, versioned result to the connected models that need it.0:40Shared Logic Across Coalition BoundariesFour organizations run the same signed model rules locally and share only the results they are configured to exchange.1:10The Capacity CommonsTwenty-one nominal beds become four defensible service windows when staffing, equipment, transport, turnover, time, and plural authority stay explicit.1:10The Road That Learned the RainA humanitarian logistics team learns from local evidence, proves a regional model release, preserves unresolved route disagreement, and keeps command human.

Release history

What changed in this field.

These records describe when the related Grid FYI material became available or materially changed.

  1. Domain Paths Now Separate Teaching, Resources, Films, and Release HistoryFYI-2026-08-26-03
  2. Government and Defense Decisions Get Two Circulation-Ready White PapersFYI-2026-08-26-02
  3. Five More Scenarios Make Operating Boundaries VisibleFYI-2026-08-27-03
  4. Four More Scenarios Make Correction, Eligibility, and Course Echo InspectableFYI-2026-08-27-02
  5. Seven Grid Scenarios Turn Shared Models into Operating StoriesFYI-2026-08-27-01
  6. Grid FYI Now Connects 20+ Insights, Eight Use Cases, and 36 FilmsFYI-2026-08-26-01

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