Context Graph technical walkthrough
00:08:10 / ke9cyFbFYWM
Technical walkthrough for the 13-embedder memory architecture and single-GPU operating posture.
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Context Graph technical walkthrough
Technical walkthrough for the 13-embedder memory architecture and single-GPU operating posture.
Figure 1.Context Graph is the text-side DDA witness: N=13, up to 91 signals per input as a constructive upper bound.
Figure description
The figure represents Context Graph as a text-side DDA witness with 13 frozen embedders. The direct projections contribute 13 signals per input and the pairwise interactions contribute up to 78 more, for up to 91 structured signals per input as a constructive upper bound pending mutual-information audit.
Related publications
preprint / April 2026
Teleological Constellation Training: Multi-Modal Embedding Decomposition as Meaning Compression for Identity-Locked Generation and a Third Path Around the Data Wall
Primary framework preprint for DDA, meaning compression, TCT, and panel-relative generation guards.
DOI 10.13140/RG.2.2.24370.57288
- Preprint status; not peer reviewed.
- Pairwise mutual-information audit remains pending.
Related systems
text-dda-witness
Context Graph
Text-side DDA witness using 13 frozen embedders, RocksDB storage, and MCP retrieval tools.
- Embedder panel
- N=13
- Structured signals
- up to 91 per input
Sources
- ../docs2/leapableai_youtube_transcripts.md
- paper-tct-2026