Tribit is a universal symbolic compression and execution system designed to upgrade any process that currently relies on compute intensive string handling including language models, operating systems, code interpreters, and command interfaces.
Using a fixed 36 bit symbolic representation per word or command, Tribit replaces entire strings with deterministic glyphs enabling real time compression, reduced overhead, and faster execution.
Core Advantages
- Live Compression: Tribit compresses natural language, code, and instructions into single symbol units at runtime no inference or decoding required.
- Hardware Acceleration: By eliminating the need for parsing, tokenization, or string evaluation, Tribit dramatically reduces CPU/GPU workloads across AI, CLI, and embedded systems.
- Language & Platform Agnostic: Works across English, code, commands, and symbolic entities. Designed to integrate into interpreters, execution engines, AI pipelines, and device firmware.
- 7.5× Data Density: All content (text, logic, code) is rendered as visual glyphs using a fixed 6×6 bit font grid suitable for display, print, or binary storage with high compression.
- Deterministic AI Integration: Optimized for AI systems that prioritize stability, context continuity, and local reasoning over probabilistic prediction.
Included in the Dev Kit:
- 444,253 word symbolic vocabulary
- Font generator (SVG & TTF, 36 bit grid)
- Encoder & tokenizer
- Integration ready
.tbitformat - Legal framework: Developer, Enterprise, and Distribution tiers
The dev kit is free. Download it here
If your system uses strings, Tribit can upgrade it faster, smaller, and deterministic.
Try it or get involved: https://triskeldata.au
Looking forward to technical feedback, integrations, and conversations.