Spherical-Centered Memory Architecture (TME): TRL 9 Symbolic AI System with Auditable Cognitive Propagation and GPT Integration

Alexandro, de Souza Boldi

Description

The Spherical-Centered Memory Architecture (TME) is a symbolic artificial intelligence framework operating at Technology Readiness Level 9 (TRL 9). It implements a radial network of 600 cognitive spheres, each with local memory, symbolic temperature, semantic specialization, and angular propagation.Unlike conventional black-box models, TME offers full auditability, traceability, and cognitive reinforcement through distance-weighted symbolic activation. The system logs each interaction with SHA-256 integrity hashes, records token usage, latency, and symbolic influence for every GPT-integrated decision.TME has been validated through real-world symbolic workloads, processing over 200 complex prompts in a modular execution cycle with interpretable outcomes, structured memory decay, and full API integration with OpenAI models.All artifacts, including code, symbolic datasets, execution logs, audit layers, and documentation, are included and cryptographically signed. This release represents a fully operational symbolic cognition platform for advanced applications in defense, engineering, compliance, diagnostics, and autonomous systems.

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Mentions (0)

Metrics

Dataset Index

0.4

FAIR Score

73%

Citations

0

Mentions

0

Metrics Over Time

Publication Details

DOI

Publisher

Zenodo

License

Lincense

Assigned Domain

Subfield

Electrical and Electronic Engineering

Field

Engineering

Domain

Physical Sciences

Confidence Score

57%

Source

Scholar Data Model

Keywords

TME symbolic-AI TRL9 cognitive-architecture spherical-memory esferocentric-audit GPT-integration neural-symbolic hybrid-intelligence memory-decay angular-propagation reinforcement-learning real-time-decision explainable-AI autonomous-systems

Normalization Factors

FT

63.46

CTw

1.00

MTw

1.00