Collatz EnginePublic Engineering Evidence
Collatz Engine — Case Study

Eagle Rock Test #004
Full Intelligence Report

A single 10-second static fire test of the Eagle Rock Injector Plate (SN-INJ-004) generated 12.4 million sensor samples. This document shows the complete Collatz intelligence pipeline: from raw telemetry to compressed state signature, pattern detection, anomaly classification, and ZylForge knowledge transfer.

Test Identity
Experiment ID
EXP-004
Component
SN-INJ-004
Design ID
zf-inj-v2.1
Date
2026-07-15
Duration
10.4 seconds
Material
Al 6061-T6
Machine
QueenBee Pro 1515
Outcome
Validated ✓
1

Raw Engineering Stream

stream-er-004
~480 MB uncompressed
Temperature
1 kHz
10,400
samples/s
Vibration
20 kHz
208,000
samples/s
Pressure
5 kHz
52,000
samples/s
Strain
10 kHz
104,000
samples/s
Thrust
1 kHz
10,400
samples/s
Total: 12,400,000 samples across 5 channels · 36,400 aggregate samples/second · 10.4s duration
2

Collatz Compression — 2.34 seconds

Engineering State Signature

ConditionNominal
Thermal ProfileElevated
Dynamic ProfileStable
Fatigue Risk0.002%
AnomalyWatch (×1)
Peak Thrust12.4 kN
Peak Temp1,205.4 °C
Max Pressure47.3 bar

Input

12,400,000 samples

~480 MB raw telemetry

Output

14 dimensions

Engineering State Signature

97.8%
Size Reduction
99.4%
Info Preserved
3

Pattern Detection

pat-002 — Pressure Oscillation Signature
94% confidence · WATCH

Cyclic pressure variation at 5.2 Hz combined with temperature stability indicates combustion chamber acoustic coupling. This pattern appears in 94% of injector plate tests where orifice erosion was later confirmed at post-test inspection.

Trigger Channels

pressure: 5.2 Hz oscillation, amplitude 0.9 bar

temperature: steady ±3°C over 2s window

Action Taken

Test continued within safety envelope. Post-test injector inspection scheduled for 2026-07-22.

No fatigue precursors detected

Bearing fatigue (pat-001) and material yield approach (pat-003) not triggered in this stream.

4

Reality Diff Enhancement

Collatz Historical Context Added to Harmonia XR

Structural Stress

ZylForge Predicted
120 MPa
Eagle Rock Measured
134 MPa
Current Error
+11.6%
Collatz Trend
~+14% next run

Historical mean deviation: 8.4% (42 tests) → Current: 11.6% → Trend: ↑ Increasing

Peak Temperature

ZylForge Predicted
485 °C
Eagle Rock Measured
1205 °C
Current Error
+148.5%
Note
Thermal model scope differs
5

Knowledge Transfer → ZylForge

KT-001 · Applied 2026-07-16
✓ Applied to ZylForge
ZylForge Constraint Update
constraint_idc-stress-al6061
parameterstress_safety_multiplier
previous_value1.0000
recommended_value1.1167
confidence0.89

Outcome: Future ZylForge FEA simulations for aluminium 6061 injector plate geometry will apply a 1.1167× stress multiplier. The next design iteration will predict ~134 MPa where it previously predicted 120 MPa — bringing it into alignment with physical reality before the component is ever manufactured.

Eagle Rock Test #004 — Intelligence Summary

Component Validated

SN-INJ-004 passed all safety criteria

1 Pattern Detected

Pressure oscillation signature — watch severity

Reality Diff Updated

+11.6% stress deviation · increasing trend identified

ZylForge Updated

stress_safety_multiplier: 1.0 → 1.1167

12,400,000 raw samples → 14 dimensions → 1 validated component → 1 improved ZylForge model

Open Stream Dashboard View Reality Diff in Harmonia XRResearch Enquiry