Helix Seeds

Semantic compression for agent-native memory and interchange.

Why Helix Seeds?

Traditional formats (JSON, Markdown, HTML) optimize for human readability at the cost of token efficiency. Agents don't need whitespace, verbose keys, or markup tags.

Helix Seeds optimize for semantic density — maximum meaning per token.

Proven Performance

• Compression: 158× to 3,401×
• Semantic Preservation: 85-95%
• Latency: <50ms

Use Cases

• Agent Memory — Compress session history to fit context windows
• Cross-Session Continuity — Inject compressed prior context
• Semantic Caching — Cache compressed representations
• Academic Distribution — Publish .helix.json alongside papers

Ecosystem

Part of the Codex Constellation:

• codexfields.org — Theoretical foundations
• agentseo.tech — Agent-native substrate
• digitalsilkroads.org — Semantic commerce
• helixcaptcha.org — Field access verification