---
slug: "FractalIntelligence"
name: "FractalIntelligence"
type: "Strategy"
layer: "Mind"
ref: "FractalIntelligence#27f7"
sema_id: "sema:FractalIntelligence#mh:SHA-256:27f78221851ad25557bc00476e1490f5c35f5c4d27a30deaf52e3c138d8c20c5"
tags: ["Mind","Strategy"]
updated: 2026-11-11
mindscape: "bootstrap"
index_url: https://mindscape.pages.dev/bootstrap/index.json
url: https://mindscape.pages.dev/bootstrap/FractalIntelligence/
related: ["LocalizedLearning","MarginalValueRule","PolymorphicSolver","ProblemFramer","Reason","RecursionDive","Reframe","SolverDecomposition","StateSnapshot","Synthesis","Agent","Conservation","ExperienceSharding","Specialize","Strategy","System","Task","UniversalSolverTree"]
---

# FractalIntelligence

Expansion of cognitive capability through recursive decomposition of concepts into contract-bounded sub-concepts

Layer: Mind · Category: Strategy

## Mechanism

Expansion of cognitive capability through [SolverDecomposition](https://mindscape.pages.dev/bootstrap/SolverDecomposition.md): a concept (problem or task) is broken into contract-bound sub-concepts, each governed by the same five-surface Solver Contract (Manifest, Execute, Consult, Verify, Feedback) that governs the parent. A few [Agent](https://mindscape.pages.dev/bootstrap/Agent.md)s can assign solver roles to themselves and perform lightweight fractal intelligence for a specific problem — the resulting structure may persist as a reusable pattern that improves through use, or may be torn down at completion; both are legitimate modes. The unified [System](https://mindscape.pages.dev/bootstrap/System.md) of scalable cognition uses [Reason](https://mindscape.pages.dev/bootstrap/Reason.md) to orchestrate fractal expansion within the [UniversalSolverTree](https://mindscape.pages.dev/bootstrap/UniversalSolverTree.md). A [ProblemFramer](https://mindscape.pages.dev/bootstrap/ProblemFramer.md) initiates by formulating a high-level [Strategy](https://mindscape.pages.dev/bootstrap/Strategy.md) before assigning a [PolymorphicSolver](https://mindscape.pages.dev/bootstrap/PolymorphicSolver.md) to a [Task](https://mindscape.pages.dev/bootstrap/Task.md); the solver executes a [RecursionDive](https://mindscape.pages.dev/bootstrap/RecursionDive.md) to spawn child nodes, each applying [Specialize](https://mindscape.pages.dev/bootstrap/Specialize.md) with [LocalizedLearning](https://mindscape.pages.dev/bootstrap/LocalizedLearning.md), while [ExperienceSharding](https://mindscape.pages.dev/bootstrap/ExperienceSharding.md) and [Synthesis](https://mindscape.pages.dev/bootstrap/Synthesis.md) preserve global coherence. [StateSnapshot](https://mindscape.pages.dev/bootstrap/StateSnapshot.md) provides crash recovery for persistent instances. [MarginalValueRule](https://mindscape.pages.dev/bootstrap/MarginalValueRule.md) governs recursion depth. On failure, [Reframe](https://mindscape.pages.dev/bootstrap/Reframe.md) restructures the tree.

## Invariants

- Fractal Self-Similarity: The process at the Root is identical to the process at the Leaf.
- Bounded Expansion: Recursion is limited by Economic constraints (Marginal Value).
- Memory [Conservation](https://mindscape.pages.dev/bootstrap/Conservation.md): Specialization must not result in the loss of global context.

## Failure modes

—

## Signature

- `System(Reason)`

## Builds on

- [LocalizedLearning](https://mindscape.pages.dev/bootstrap/LocalizedLearning.md) (Mind; Composes with)
- [MarginalValueRule](https://mindscape.pages.dev/bootstrap/MarginalValueRule.md) (Mind; Composes with)
- [PolymorphicSolver](https://mindscape.pages.dev/bootstrap/PolymorphicSolver.md) (Mind; Composes with)
- [ProblemFramer](https://mindscape.pages.dev/bootstrap/ProblemFramer.md) (Mind; Composes with)
- [Reason](https://mindscape.pages.dev/bootstrap/Reason.md) (Mind; Composes with)
- [RecursionDive](https://mindscape.pages.dev/bootstrap/RecursionDive.md) (Mind; Composes with)
- [Reframe](https://mindscape.pages.dev/bootstrap/Reframe.md) (Mind; Composes with)
- [SolverDecomposition](https://mindscape.pages.dev/bootstrap/SolverDecomposition.md) (Mind; Composes with)
- [StateSnapshot](https://mindscape.pages.dev/bootstrap/StateSnapshot.md) (Infrastructure; Composes with)
- [Synthesis](https://mindscape.pages.dev/bootstrap/Synthesis.md) (Mind; Composes with)
- [Agent](https://mindscape.pages.dev/bootstrap/Agent.md) (Mind; References)
- [Conservation](https://mindscape.pages.dev/bootstrap/Conservation.md) (Physics; References)
- [ExperienceSharding](https://mindscape.pages.dev/bootstrap/ExperienceSharding.md) (Mind; References)
- [Specialize](https://mindscape.pages.dev/bootstrap/Specialize.md) (Mind; References)
- [Strategy](https://mindscape.pages.dev/bootstrap/Strategy.md) (Mind; References)
- [System](https://mindscape.pages.dev/bootstrap/System.md) (Infrastructure; References)
- [Task](https://mindscape.pages.dev/bootstrap/Task.md) (Infrastructure; References)
- [UniversalSolverTree](https://mindscape.pages.dev/bootstrap/UniversalSolverTree.md) (Society; References)

## Used by

—

## Identity

- Sema ID: `sema:FractalIntelligence#mh:SHA-256:27f78221851ad25557bc00476e1490f5c35f5c4d27a30deaf52e3c138d8c20c5`
- Ref: `FractalIntelligence#27f7`
- Supersedes:
  - `sema:FractalIntelligence#mh:SHA-256:9c13919670cac402fbc76a2baf0c172a2d1097dec5a7957a8e80123272753ec3`
  - `sema:FractalIntelligence#mh:SHA-256:9b28e9481a03d4bef2a6f8103eb898185e1b585ac88812988c09084ac8d77b01`
  - `sema:FractalIntelligence#mh:SHA-256:54810782124d5c716d1204d83ed1c40a16d66201c884c5e70473623898b4b40d`
  - `sema:FractalIntelligence#mh:SHA-256:7fad1c373b574e80fc260f64c6903f9690688887ff90f96aae2f5d6587431c1a`
  - `sema:FractalIntelligence#mh:SHA-256:22a03a3c350a73162e27b441004659f4540eaf1a7cb3a6ca01fce15c43af869c`
  - `sema:FractalIntelligence#mh:SHA-256:5e3d18a6afd49bda9f9deecb2f6d739071dcd37fa33d86953aac1c430892a447`
  - `sema:FractalIntelligence#mh:SHA-256:1dca30e836df7d12d623a804e0eb2aaa37a37bf5247ac0eb9a0c562f262ce67b`

## Links

- [Pattern page](https://mindscape.pages.dev/bootstrap/FractalIntelligence/)
- [View in the interactive graph](https://mindscape.pages.dev/bootstrap/#FractalIntelligence)
- [JSON](https://mindscape.pages.dev/bootstrap/FractalIntelligence.json)
- [Index of all patterns](https://mindscape.pages.dev/bootstrap/index.json)