Four foundational design principles distilled from the canonical TRT corpus and harmonized with the current doctrine: host anchoring, autobiographical memory, governed continuity, and measurable validation.
TRT is converging toward an autobiographical cognitive architecture: a hybrid, policy-governed system combining host memory, retrieval-grounded reasoning, identity adaptation, provenance enforcement, and selective prior decay.
Multimodal lifelogging: writings, communications, behavioral records, audio/video. Encrypted personal repository with full data provenance tracking.
Host data embedded into a semantic index and linked memory structures. Outputs are grounded in host records — the autobiographical memory layer of the system.
A dedicated identity layer, potentially including adapter-based tuning, captures host preferences, style, and reasoning tendencies. The base model functions as retained cognitive scaffolding in the reference design.
Non-host priors not reinforced by host data are suppressed through passive decay and, where needed, targeted editing or unlearning. Identity purity is monitored continuously.
Continuous alignment via host feedback and active probing identifies identity gaps, updates the host model, and preserves already-imprinted host structures against drift.
The Recognition of Co-Existence Protocol evaluates whether RCE has been achieved before any authority transition. Structured metrics are required; implementation thresholds are formalized as the specification matures.
A calculator doesn’t understand mathematics — it executes the function of mathematics. TRT likewise does not require phenomenal consciousness. Its target is faithful functional execution of the host’s reasoning, memory, values, and autobiographical narrative.
“Tabula rasa is not the starting state. It is the telos — the end goal. The model begins full. TRT empties it toward one identity.”
All incoming data passes through a quarantine workflow. Host-verified content enters canon; unverified or third-party material is kept distinct until reviewed. Canon separation protects identity integrity and preserves provenance.
TRT is in active development under Reality String LLC. We’re seeking researchers, technical collaborators, and investors with a serious interest in cognitive continuity. Register your interest to receive development updates.
These distinctions define the project’s scope, ambition, and ethical posture. They are foundational and non-negotiable.
Four immutable laws govern all TRT development and deployment — a constitutional hierarchy ordered by precedence. Each law operates beneath the one above it.
The rock-solid standards against which all TRT work is measured.
These are reference methods and candidate components drawn from the TRT corpus. They illustrate the current implementation direction, not a fixed production specification.
The Identity-Prior Decay Sprint establishes the baseline TRT architecture and validates core functionality across two structured phases.
TRT is being formalized and protected across patents, trademarks, and domain registrations under Reality String LLC.
Foundational TRT architecture and continuity mechanisms are under patent protection.
TABULA RASA TWIN™ is being protected as the core source identifier for the framework.
Primary domain — active
Core domain — active
DC → Reality String LLC · USPTO
tabularasatwin.io · tabularasatwin.co
TRT is an innovation of Reality String LLC. The concept was first publicly staked via Reality String’s UNU VIVO initiative and has since been refined into a host-anchored, policy-governed architecture for functional continuity.
Whether you’re a researcher, potential collaborator, technical advisor, or investor — if TRT’s mission resonates, we want to hear from you. Reach out to Reality String LLC directly.
All communications are treated as confidential. NDA available upon request for technical discussions.