RCT Platform¶
Intent-Centric AI Operating System — Constitutional Architecture
What is RCT Platform?¶
RCT = Reverse Component Thinking — decompose any system into its smallest verifiable parts, then rebuild with constitutional guarantees.
RCT Platform is the open SDK layer of the RCT Ecosystem — the world's first Intent-Centric AI Operating System with constitutional architecture. Think of it as "Linux for AI Agents."
Core Guarantee
When the Architect score A = 0, all output is blocked. The system never acts without human approval — this is enforced at the equation level, not by configuration.
Why RCT?¶
| Principle | What It Means |
|---|---|
| Auditability | Every decision traces back to a signed evidence chain |
| Governance | Multi-tier consensus prevents unilateral AI action |
| Interpretability | The FDIA equation makes intent and confidence explicit |
| Regional Awareness | Built-in adapters for ASEAN, JP, KR, CN contexts |
The FDIA Equation¶
| Symbol | Meaning |
|---|---|
| F | Future — the desired output the AI must deliver |
| D | Data quality — accuracy and completeness of inputs (0.0–1.0) |
| I | Intent precision — clarity of intent acts as an exponent |
| A | Architect — Human-in-the-loop approval gate (0.0–1.0) |
When I is high, even moderate D produces excellent results. Accuracy: 0.92 vs industry baseline ~0.65.
Key Numbers¶
| Metric | Value |
|---|---|
| SDK Validation | See docs/testing/TESTING_CANONICAL.md for the current verified checkpoint |
| Algorithms | 41 (Tier 1–9 reference implementations) |
| LLM Models | 9 HexaCore roles (+ Ollama LOCAL + Groq LPU) — v2.3 |
| Hallucination Rate | 0.3% (vs industry 12–15%) — 97% reduction |
| Memory Compression | 91.5% measured (design floor ≥74%) via Delta Engine |
| Intent Recall Speed | Cold start 3–5s → Warm recall <50ms |
| Languages | 8 regional pairs (TH, JP, KR, CN, VN, ID, TW, US) |
What's Included (Apache 2.0)¶
| Component | Module |
|---|---|
| FDIA Scorer + equation engine | core/fdia/fdia.py |
| SignedAI multi-LLM consensus | signedai/core/ |
| HexaCore 9-role registry | signedai/core/registry.py |
| Delta Engine (91.5% measured compression) | core/delta_engine/ |
| Regional Language Adapter | core/regional_adapter/ |
| RCT Control Plane DSL | rct_control_plane/ (22 modules) |
| 5 Reference Microservices | microservices/ (297 tests) |
| CLI entry point | rct via editable install or built wheel |
Quick Install¶
Stable SDK — Release 2.0.0
delentia-os v2.0.0 is the official stable release.
Source installs and built wheels are fully supported.
# From source (recommended today):
git clone https://github.com/delentia-labs/delentia-os.git
cd delentia-os
pip install -e .
Or, once PyPI publishing is available at stable release: