JustAnIota Protocol5 Semantic Glyph Converter Intake

This page is a compact reviewed-source summary. The raw source reports are preserved in AIWikis long memory; Protocol5 source files and JustAnIota hot memory remain the active authority for implementation state.

Raw Preservation

• Manifest: raw/system-archives/2026-05-07-justaniota-protocol5-semantic-glyph-converter-intake.json
• Raw copy folder: raw/system-archives/justaniota/intake-processing/2026-05-07-protocol5-semantic-glyph-converter/agent-file-handoff/Improvement/
• Source archive target: local workspace root/JustAnIota/JustAnIota.com/agent-file-handoff/Archive/2026-05-07/Improvement/

Reviewed Files

• AI Attractors, Glyphs, and Degeneracy.md: accepted only as bounded rare-glyph attention diagnostic input.
• AI Glyph Communication and Meaning.md: accepted meaning-record, multimodal descriptor, and human-comprehension evaluation slices.
• Enhancing AI Glyph Meaning Capture.md: accepted semantic overlay, text/visual embedding, and evidence-output ideas.
• Improving the Protocol5 JustAnIota IOTA-1 Converter.md: accepted concrete Protocol5 implementation requirements for SemanticHybrid mode.
• Protocol5 IOTA-1 Converter and Glyph Semantics.md: accepted grapheme-safe tokenization, public Unicode-only, descriptor-linked glyph, and evaluation guidance.

Applied Work

• Protocol5 added ConversionMode.SemanticHybrid, a glyph meaning registry, text/visual vector evidence, deterministic glyph rendering, a CLIP fallback seam, tokenization mode, public-neighbor fallback, and semantic-resonance diagnostics.
• SQL migration evidence now covers Category.GlyphMeaningRegistry, text_embedding vector(768), visual_embedding vector(512), public-only checks, seed descriptors for U+27D0 and U+27E1, and cosine query shape.
• JustAnIota.Eval now runs glyph-definition accuracy, 100-item round-trip similarity, ISO 9186-1-style human comprehension sheet generation, and tokenization confusion matrix output.
• Protocol5 README and architecture notes explain how glyph meaning is captured, including a good-help multilingual sample with trace evidence.

Boundaries

IOTA-1 remains approximate semantic conversion, not exact translation, codec, lossless decode, certification, or endorsement. Unicode code points do not assign JustAnIota meanings by themselves; current meanings come from reviewed public descriptors, public glyphs, and traceable registry records. Private-use characters, noncharacters, unsupported invisible formats, secrets, private customer data, and hidden codebooks remain excluded.