GravityAI Architecture
GravityAI is the deterministic reasoning architecture that powers BinaryAI. It is built on invariants, capsules, consequence awareness, and structured reasoning. This page explains the full architecture stack.
1. The Three-Layer Reasoning Model
GravityAI is built on a clean, layered model of reasoning:
- Layer 1 — Invariants: Binary truths that never change. File exists. Directory not empty. Tests present.
- Layer 2 — Deterministic Reasoning: Rule-based logic. If file exists but tests fail → logic error.
- Layer 3 — Human Judgment: Ambiguity, contradictions, solvability issues.
+-----------------------------+
| GravityAI Layers |
+-----------------------------+
| L3: Human Judgment |
| L2: Deterministic Reasoning|
| L1: Invariants |
+-----------------------------+
2. Capsule Architecture
GravityAI uses capsules — isolated reasoning units with a single responsibility.
- DirectoryInvariantValidator
- RequiredFilePresenceValidator
- InstructionAlignmentCapsule
- TestExecutionCapsule
- ConsequenceCapsule
- ProvenanceCapsule
+-------------------------------+
| Capsule Model |
+-------------------------------+
| Input → Capsule → Output |
| Each capsule: |
| - Single responsibility |
| - Deterministic behavior |
| - No side effects |
+-------------------------------+
3. The GravityAI Pipeline
The pipeline is deterministic and always follows the same execution path.
+------------------------------------------------+
| GravityAI Pipeline |
+------------------------------------------------+
| 1. Load Task |
| 2. Run Invariant Capsules |
| 3. Run Deterministic Reasoning Capsules |
| 4. Aggregate Results |
| 5. Produce Structured Output |
+------------------------------------------------+
4. Why GravityAI Exists
GravityAI solves a real problem: AI systems fail silently.
Missing files, empty directories, hallucinated paths, broken tests —
these failures waste human time and compute.
GravityAI eliminates entire classes of failures by enforcing invariants
and deterministic reasoning before humans ever see the task.
5. BinaryAI: The Engine Built on GravityAI
BinaryAI is the first reasoning engine built on the GravityAI architecture.
It uses the invariant layer, capsule model, and deterministic pipeline
to evaluate tasks, classify failures, and automate reasoning.
BinaryAI
↑ built on
GravityAI Architecture
↑ built by
Gravity Binary Studio