Public Lab -- March 2026
Three deterministic systems. One public lab.
ByteLite compression. Deep Kore / AIya research. HeartStrings relationship intelligence.
ByteLite
Active Engineering Structural compression. Dictionary-cascade architecture targeting aggressive ratios on structured data.
Controlled test result 1GB → 15 bytes enwik9 corpus. Results vary by data type.
Patent pending US 63/807,027 · Browser demo live at /demo
See ByteLite → Deep Kore / AIya
Research Preview Deterministic cognition research. AIya is the interface layer — structured, governed, and honest about what it is.
Research direction Structure → Cognition Blueprint stage. Genesis Goal Keeper safety framework operational.
Genesis Goal Keeper: Active · AIya: Interactive preview
See Deep Kore → HeartStrings
Interface Prototype Relationship intelligence platform. Deterministic matching rationale — you see exactly why a match scores where it does.
The origin story HeartStrings → ByteLite The storage problem that triggered ByteLite's architecture.
UI prototype ready · Expanding post-ByteLite demo launch
See HeartStrings → Status Snapshot
What is real today. No ambiguity.
Live Now
- ByteLite compression engine (controlled tests)
- Universal dictionaries implemented
- Genesis Goal Keeper safety framework
- HeartStrings interface design system
- Patent US 63/807,027 filed
Interactive Preview
- ByteLite compression demo (this site)
- AIya conversation samples (Deep Kore page)
- HeartStrings profile card UI
In Active Development
- ByteLite demonstration application
- Verification harness
- AIya public interaction layer
- HeartStrings matching engine
Next Build Target
- ByteLite public demo launch
- HeartStrings beta (post-ByteLite)
- Academic verification papers
- API access (enterprise)