Applied Geometric Intelligence (AGI) - See papers for specifics
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Updated
May 28, 2026 - Python
Applied Geometric Intelligence (AGI) - See papers for specifics
ZPE-Touch V0.0: DETERMINISTIC TOUCH STREAM CODEC: Contact Geometry | Thermal | Vibrotactile | Proprioceptive Branch Isolation | Rust Core
Bounded sparse-stroke codec — 5.75× mean byte reduction on 5 accepted figures, 100% rejection on 7 natural-image probes. Glyph, maze, skeleton, flow-graph. Not a natural-image codec. v0.1.0 on PyPI.
Associated repository for the "Zero Point Energy: The ULTIMATE Energy Source?" 15 minute discourse podcast on YouTube!
ZPE-Music V0.0: DETERMINISTIC SYMBOLIC SCORE CODEC: MusicXML Roundtrip | Note-Local Expression Refinement | Attack | Release | Dynamics
ZPE-Diagram v0.1.0 — bounded structural-and-style diagram codec. Six declared synthetic SVGs round-trip exactly across geometry, color/stroke, and draw order. Out-of-scope inputs (fill, dash, palette escape) rejected at encode time. Not a compression codec.
Tunnel, spiral, lattice, cobweb — byte-exact codec on the bounded four-form corpus. Rust-native fast path with a Python reference. Not a cognition or clinical claim.
ZPE-Smell V0.0: Surrogate-receptor odor codec on a fixed 35-episode benchmark | Spearman 0.9996 | 0% mixture collision | Empirical olfactory perception out of scope
Perception receipts for AI video pipelines. Cross-writer bit-exact under default settings (SHA-256 stable across writers in any language). Zero runtime dependencies; pure stdlib core. ~1.1 KB per video; per-frame CRC32 + schema + versioning. Useful now, improving continuously.
ZPAL is a Python SDK API wrapper designed to streamline API calls for ZPE Systems network devices. Network automation engineers utilizing ZPE devices are the intended audience for the SDK.
Evidenced-negative taste object — failed the geometry-bearing fit gate (metric_fit 0.207 vs 0.6 threshold). The committed negative reference is preserved as the lab record. No positive taste codec is claimed.
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