Master advanced recursive AI methodologies including the Chain of Recursive Thoughts (CoRT) framework, self‑evaluation systems, and meta‑cognitive AI architectures for enhanced reasoning capabilities.
The CoRT pattern strengthens a model by adding self‑evaluation and alternative generation between reasoning steps.
Architecture (conceptual):
CoRT System
├─ 1) Initial Response
│ ├─ Problem analysis and decomposition
│ ├─ First‑pass solution
│ └─ Confidence estimate / uncertainty flags
├─ 2) Self‑Evaluation
│ ├─ Quality assessment
│ ├─ Logical consistency checks
│ └─ Completeness / error detection
├─ 3) Alternative Generation
│ ├─ Divergent approaches / multiple perspectives
│ └─ Edge‑case exploration
├─ 4) Recursive Refinement
│ ├─ Compare candidates
│ ├─ Select best
│ └─ Iterate while improving within limits
└─ 5) Meta‑Cognitive Control
├─ Depth / budget management
├─ Quality improvement tracking
└─ Exit conditions (confidence, convergence, cost)