PPP Engineering Status • Paul Phillips · Clear Seas Solutions

Polytopal Projection Processing Platform

PPP is an internal toolset maintained by Paul Phillips. This document is the single source of truth for what the current build does, how to operate it, and where each capability lives in this repository—no partner language, no sales copy, just the implementation.

Release Snapshot

Phase-Lock Engine

4D Market Synchronization

  • • RingBuffer with O(log n) temporal lookup
  • • SLERP interpolation for 6-plane rotations
  • • Stereoscopic data bifurcation (Chart + CPE)
  • • Sub-frame phase-lock at Now - LatencyBuffer

Hypercube Runtime v2025.10

WebGL transport stack

  • • Deterministic renderer with uniform inspector & spinor overlay
  • • Recorder / player parity across 64 mapped channels
  • • Auto-stream baseline plus playback + live ingress orchestration

Calibration Suite

Dataset automation

  • • Toolkit sequencing canonical motion plans with parity metrics
  • • Dataset builder exporting manifests & telemetry bundles
  • • Insight engine narrating drift, fidelity, and remediation guidance

Sonic Geometry

Quaternion-coupled telemetry

  • • Double-quaternion bridge with Hopf fiber analytics
  • • Signal, transduction, manifold, topology, continuum & lattice exports
  • • Hybrid (audio + data) or analysis-only modes with cloned payload APIs

Capability Observations

The figures below summarise what the current toolchain has demonstrated during internal QA on a 2025 workstation-class laptop with an RTX 3070. They are not guarantees—performance depends on the dataset, browser, and GPU configuration.

≈60 FPS

Visual transport

Hypercube aims for VSync-limited playback. On an RTX 3070 auto-stream scenes held ≈60 FPS while rendering six-plane rotations and the spinor overlay.

Validate it yourself:

  • Toggle the auto stream, open DevTools Performance panel, and record a short run to inspect frame pacing.
  • In the full console build (with PPP_CONFIG.exposeApi !== false) call PPP.sonicGeometry.engine?.getPerformanceMetrics() while playback is active.
  • Document measurements in DEV_TRACK.md to keep the observation current.

64 Channels

Synchronized ingest

DataMapper and the recorder pipeline accept 64 scalar channels—the limit defined in scripts/constants.js—and mirror them into shader uniforms and sonic telemetry.

Where it is defined: see DATA_CHANNEL_COUNT in scripts/constants.js and the mapping loop in scripts/app.js.

Watch for: exceeding the limit will truncate values; update the constant and shader uniforms together if you need more streams.

Multi-context

WebGL fan-out

Local load tests spawned 20+ contexts for calibration capture without renderer crashes; memory footprint grows with recorder buffers.

Reproduce: launch multiple console tabs or embed instances while monitoring GPU memory in the browser task manager.

Notes: document multi-context findings in DEV_TRACK.md; throttle recorder retention if you notice slowdowns.

Operational Use Cases

Autonomous & Defense Systems

  • GPS-denied navigation experiments can reuse the WebSocket/Serial adapters and spinor parity metrics to cross-check IMU feeds against visual projections.
  • Sensor-fusion dashboards can consume recorder exports plus sonic telemetry for remote QA without relying solely on logs.
  • Swarm coordination research gains a common parity manifest that keeps visual state, channel telemetry, and sonic descriptors aligned frame-by-frame.

Relevant modules: LiveQuaternionAdapters.js, liveTelemetry.js, telemetry schemas.

Try this: feed a recorded IMU dataset through the recorder/player pair, then compare spinor overlays against INS ground truth to evaluate drift.

Quantum & High-Dimensional Analytics

  • Geometric quantum error tracking prototypes can visualise syndrome evolution via PPP rotations while logging manifold and topology payloads for regression.
  • Continuum and lattice telemetry provide robotics-grade ingestion even when resonance audio is disabled.
  • Manifold/topology logs can highlight drift and harmonic anomalies inside CI without requiring access to the renderer.

Relevant modules: SonicGeometryEngine.js, SpinorTopologyWeave.js, topology sample.

Try this: replay a calibration manifest in headless mode (headlessRunner.js) and feed the topology stream into your CI regression harness.

Industrial & Scientific Platforms

  • Manufacturing QA teams can script mapping presets, capture recorder snapshots, and compare spinor overlays to detect variance.
  • Climate, biomedical, and materials modelling pipelines can archive calibration datasets and replay them with consistent parity manifests.
  • API exposure (window.PPP when enabled) supports automated reporting and dataset packaging for downstream analytics.

Relevant modules: mappingPresets.js, CalibrationDatasetBuilder.js, calibration summary.

Try this: define presets in PPP_CONFIG.mappingPresets, run the calibration toolkit, and snapshot overlays to compare variations between production lots.

Hierarchical Agentic Systems

  • PPP can provide the “System 1” geometric substrate within a Hierarchical Agentic Operating System, feeding shadow projections into symbolic planners and vision transformers.
  • Topology, continuum, and constellation telemetry let multimodal agents consume geometric state alongside text or audio streams.
  • Calibration manifests act as deterministic checkpoints for multi-agent alignment and regression testing.

Relevant modules: SpinorContinuumConstellation.js, constellation sample, live telemetry tests.

Try this: export a manifest, load it within an agent sandbox, and map the continuum payload into your policy embeddings to evaluate multi-agent coordination.

Control Surface & Output Reference

The iframe streams hypercube-core-webgl-framework.html?mode=embed. In embed mode PPP auto-streams synthetic data, keeps the console lock active, and hides the operator controls. Use the expandable reference items below to understand what the full console exposes when launched directly.

Annotated diagram of the Hypercube control surface
Reference diagram matching the live console layout. Capture fresh screenshots per release by opening the full console and exporting from the browser dev tools.
Data input & mapping (left column)

The textarea (#dataInput) accepts JSON arrays. Imported values pass through DataMapper, which normalises length, clamps ranges, and maps channels to shader uniforms. Mapping presets live in scripts/mappingPresets.js; the selector (#mappingSelect) swaps between them without reloading.

  • Apply / Randomise: Buttons call applyDataArray with the provided values or generate a seeded pattern.
  • Auto-stream toggle: Runs the synthetic generator every ~140 ms; stop before loading recorder payloads to avoid mixing sources.
  • Status message & uniform preview: #statusMessage and #uniformPreview mirror the renderer uniforms for auditing.
Recorder & playback

DataRecorder captures channel arrays plus uniform snapshots. DataPlayer replays them with timeline scrubbing, loop control, and optional uniform reapplication.

  • Recorder buttons: Start/stop capture, download JSON, or clear the buffer. Recordings include metadata for parity manifests.
  • Playback controls: Load a JSON export, play/pause/step frames, and select whether recorded uniforms override the current mapping.
  • Timeline slider: Seek to precise percentages; setTimelineDisplay keeps elapsed time and total duration visible.
Live ingest adapters

The WebSocket and Web Serial adapters live in scripts/LiveQuaternionAdapters.js. Buttons flip connection state; status labels report latency, reconnect attempts, and dropped frames.

  • Adapters sanitise quaternion frames before sending them to applyLiveFrame, ensuring channel counts do not exceed the configured limit.
  • Metrics propagate into liveTelemetry, which aggregates min/max latency and frame counts for dashboards.
Sonic geometry controls

SonicGeometryEngine derives resonance, signal, transduction, manifold, topology, continuum, lattice, and constellation payloads. Toggle analysis/audio via #sonicGeometryToggle.

  • Mode selector: Chooses between hybrid (audio+data) or analysis-only. Both modes maintain telemetry callbacks.
  • Helper text: Summaries pull from getLastSummary() to share coherence, gate, and drift status at a glance.
  • API access: PPP.sonicGeometry.on* listeners clone payloads so consumers cannot mutate shared state.
Calibration toolkit & dataset builder

Calibration components orchestrate scripted motion plans. Use the sequence selector to run canonical captures; dataset builder compiles parity manifests and narrative insights.

  • Toolkit captures spinor overlays via renderer.captureFrame() while recording calibrated channel frames.
  • Dataset builder exports PPP.calibration.dataset manifests and enables a download button once generation completes.
  • Insights list highlights frames with low fidelity or notable drift using CalibrationInsightEngine.
Channel monitor & development log

The monitor canvas charts live averages and peaks; DevelopmentTracker records annotated milestones. Both surfaces help QA runs remain auditable.

  • Highlight ranges and smoothing factors can be set via PPP.setMonitorHighlight and PPP.setMonitorSmoothing while the API is exposed.
  • The development log supports custom commentary through PPP.recordDevelopmentEntry(), keeping release notes co-located with the runtime.

Need the full operator surface? Open hypercube-core-webgl-framework.html directly. The embed mode remains read-only by design.

Phase-Lock Stereoscopic Synchronization

Phase-Lock is the temporal synchronization layer that binds real-time market data streams to PPP's 4D rendering pipeline. It ensures that every animation frame displays data from a consistent point in time, with smooth SLERP-interpolated rotations across all six 4D planes.

TimeBinder (The Loom)

RingBuffer with O(log n) binary search. Phase-locks rendering at Now - LatencyBuffer.

GeometricLerp (The Smoother)

Quaternion SLERP + Rotor4D for mathematically correct 6-plane 4D rotation interpolation.

StereoscopicFeed (Data Prism)

Bifurcates data into Left Eye (2D chart) and Right Eye (4D geometry) with crosshair sync.

System Reference

Problem statement, architecture, math foundations, configuration

API Reference

Classes, methods, TypeScript types, usage examples

Architecture

Diagrams, memory layout, state machines, benchmarks

System Comparison

How Phase-Lock relates to every other PPP component

Launch the Phase-Lock Live App to see the system running with the full PPP HypercubeRenderer, driven by simulated market data.

Intent: PPP as a Perception Rosetta

PPP is being shaped as an intermediate language for machine perception—something that lets synthetic agents translate between raw sensor feeds, geometric intuition, and symbolic policy. The stack aims to make geometric cognition as accessible as language-based reasoning.

  • 4D ↔ 3D correspondence: The renderer works in 4D with six-plane rotations while sonic telemetry deals in 3D six-degree-of-freedom bodies. Mapping policies between the spaces offers a common frame for world awareness and robotic actuation.
  • Spinor double rotations: Dual-quaternion bridges expose left/right components, Hopf fibres, and carrier lattices that multi-agent systems can ingest to understand shared orientation states without relying purely on language tokens.
  • Topological wayfinding: Research is underway into how 120/600-cell relationships, Clifford rotations, and convex inverse dual rotations can support error correction, dead reckoning, and drift mitigation inside INS pipelines. These explorations are speculative but grounded in the geometry PPP already models.
  • Fractal and non-Euclidean extensions: PPP’s mapping layer and telemetry builders make it feasible to experiment with fractal regressions or non-Euclidean polytopes; identifying niches where those structures match sensor behaviour remains an open research thread.

The long-term goal is ubiquity: a toolchain that any data-driven system—LLM-based agents, swarm controllers, or scientific workflows—can use to translate between raw measurements and an adaptable, stereoscopic understanding of environment and intent. Everything shipped here is a step toward that Rosetta stone; documented capabilities reflect what exists today, and speculative items are clearly marked for ongoing validation.

Platform Stack

Transport & Mapping

  • DataMapper normalises up to 64 channels with smoothing, range remaps, and preset registration (`scripts/DataMapper.js`).
  • HypercubeRenderer projects polytopal uniforms with deterministic shader parameters (`scripts/HypercubeRenderer.js`).
  • DevelopmentTracker captures session logs surfaced within the console and via PPP.recordDevelopmentEntry().
  • Recorder / Player export and replay channel streams with timeline, loop, and uniform snapshot support.

Live Ingest & Telemetry

  • LiveQuaternionAdapters manage WebSocket / Web Serial cadence, latencies, and reconnect state (`scripts/LiveQuaternionAdapters.js`).
  • liveTelemetry aggregates per-frame metrics and status narratives for dashboards (`scripts/liveTelemetry.js`).
  • Headless runner reproduces sonic telemetry without DOM / audio dependencies for CI pipelines (`scripts/headlessRunner.js`).
  • Telemetry schemas are versioned in `docs/telemetry-schemas.md` with JSON exemplars under `samples/`.

Calibration Lifecycle

The calibration toolkit converts canonical motion plans into reproducible datasets, preserving parity across the visual transport and sonic geometry engines.

  • CalibrationToolkit executes scripted sequences, captures spinor overlays, and funnels samples to the dataset builder.
  • CalibrationDatasetBuilder aggregates manifests with per-sequence scores, carrier gate ratios, and drift deltas.
  • CalibrationInsightEngine produces operator narratives highlighting deviations, regressions, and follow-up actions.
  • Release checks land as Node tests (`npm test`) covering the builder, insight engine, live telemetry, and sonic geometry modules.

Reference artefacts: `samples/calibration/ppp-calibration-dataset-summary.json`, `samples/calibration/ppp-calibration-insights.json`.

Sonic Geometry Telemetry

Quaternion spinor analysis mirrors the visual transport, enabling robotics and multimodal teams to ingest harmonic descriptors even when audio is muted.

  • SonicGeometryEngine synthesises carriers, adaptive gating, and performance metrics (`scripts/SonicGeometryEngine.js`).
  • Resonance & signal fabrics supply `PPP.sonicGeometry.get*` helpers across resonance, signal, transduction, and manifold payloads.
  • Topology, continuum, lattice, constellation builders expose higher-order harmonic diagnostics for downstream automation.
  • APIs clone payloads to prevent mutation; listeners are available via `onAnalysis`, `onSignal`, `onTopology`, etc.

Sample payloads ship in `samples/telemetry/*.json`; refer to `tests/sonicGeometryEngine.test.js` for regression coverage.

Operational Guidance

  • Security posture: Console access remains gated; DevTools invocation raises the PPP overlay with contact instructions for authorized keys.
  • Runtime configuration: Inject window.PPP_CONFIG before loading the bundle to register callbacks, presets, or telemetry hooks.
  • Testing discipline: Execute npm test to validate calibration, sonic, and telemetry suites before distributing artifacts.
  • Dataset workflow: Run the calibration plan prior to export so manifests, parity scores, insights, and recorder payloads remain synchronized.

Contact: Paul Phillips · Clear Seas Solutions — for sandbox credentials, dataset publishing, and live ingest coordination.

Dimensional Workload Comparison

PPP processes rotations across six planes simultaneously, doubling the degrees of freedom compared with conventional 3D stacks while sustaining synchronized visual and sonic transport.