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Safety-Gated Verification Plan v0.1

Pass/Fail Tests, Sigma Thresholds, Receipts, and Null Models

Date: 2026-04-26T19:18:30 Status: Safety-Gated Verification Plan v0.1 Purpose: Verify morphic topology system implementation with safety gates and null models

Table of Contents

  1. Verification Philosophy
  2. Null Model Testing
  3. Sigma Thresholds
  4. Pass/Fail Tests
  5. Receipt System
  6. Safety Gates
  7. Verification Roadmap

Verification Philosophy

Principle: All capacity claims must be verified through benchmark testing before acceptance as final results.

Hypothesis vs Fact:

  • Implementation Guide v0.2 presents projected upper-bound capacity as hypothesis
  • Verification Plan v0.1 provides testing framework to validate or refute hypothesis
  • Only benchmark-verified results should be presented as factual capacity

Safety-First Approach:

  • All tests must pass safety gates before proceeding to next phase
  • Null models provide baseline for comparison
  • Sigma thresholds prevent false positives from noise
  • Receipt system provides audit trail for all operations

Null Model Testing

Null Model 1: Baseline System

Description: System without morphic topology enhancements Configuration: 42 devices only (no FPGA acceleration, no sine wave topology, no morphic scalars, etc.) Expected Capacity: [BEAUTIFUL_PROVISIONAL - Hypothetical projection awaiting benchmark verification] Purpose: Establish baseline for comparison

Null Model 2: Signal-Only System

Description: System with signal topology but no morphic scalars Configuration: 42 devices + all-device signal topology + sine wave topology Expected Capacity: [BEAUTIFUL_PROVISIONAL - Hypothetical projection awaiting benchmark verification] Purpose: Isolate signal topology contribution

Null Model 3: Morphic-Only System

Description: System with morphic scalars but no neural/signal math Configuration: 42 devices + morphic dimensionless topology (no neural coding, no dynamic profile switching) Expected Capacity: [BEAUTIFUL_PROVISIONAL - Hypothetical projection awaiting benchmark verification] Purpose: Isolate morphic scalar contribution

Null Model 4: Neural-Only System

Description: System with neural coding but no signal math Configuration: 42 devices + morphic topology + neural coding (no signal math, no dynamic profile switching) Expected Capacity: [BEAUTIFUL_PROVISIONAL - Hypothetical projection awaiting benchmark verification] Purpose: Isolate neural coding contribution

Null Model 5: Signal-Only Math System

Description: System with signal math but no neural coding Configuration: 42 devices + morphic topology + signal math (no neural coding, no dynamic profile switching) Expected Capacity: [BEAUTIFUL_PROVISIONAL - Hypothetical projection awaiting benchmark verification] Purpose: Isolate signal math contribution

Null Model 6: Static Profile System

Description: System with neural + signal math but no dynamic profile switching Configuration: 42 devices + morphic topology + neural coding + signal math (no dynamic profile switching) Expected Capacity: [BEAUTIFUL_PROVISIONAL - Hypothetical projection awaiting benchmark verification] Purpose: Isolate dynamic profile switching contribution

Sigma Thresholds

Sigma Threshold Definition

Purpose: Statistical significance threshold for performance improvements Default: 3σ (99.7% confidence interval) Conservative: 5σ statistical confidence interval for critical statistical deltas

Performance Improvement Thresholds

[BEAUTIFUL_PROVISIONAL - Proposed thresholds awaiting baseline benchmark evidence] Signal Topology: Must exceed baseline by ≥1.5x at 3σ Morphic Topology: Must exceed signal-only by ≥10x at 3σ Neural Coding: Must exceed morphic-only by ≥15x at 3σ Signal Math: Must exceed morphic-only by ≥15x at 3σ Dynamic Profile Switching: Must exceed static profile by ≥15x at 3σ

Safety Thresholds

[BEAUTIFUL_PROVISIONAL - Proposed safety limits awaiting baseline measurement evidence] Hardware Wear: Must not exceed baseline wear by >5% at 5σ Thermal Stress: Must not exceed baseline thermal stress by >10% at 5σ Power Consumption: Must not exceed baseline power by >20% at 5σ SSD Endurance: Must not consume >1% of endurance per day at 5σ

Pass/Fail Tests

[BEAUTIFUL_PROVISIONAL - Test criteria defined but not yet executed; results pending benchmark execution]

Test Suite 1: Signal Topology Verification

Test 1.1: Signal Integration Test

  • Objective: Verify signal integration from all 42 devices
  • Pass Criteria: All 42 devices contribute signals without errors
  • Fail Criteria: Any device fails to contribute signals
  • Sigma Threshold: 3σ

Test 1.2: Signal Quality Test

  • Objective: Verify signal quality meets minimum standards
  • Pass Criteria: Signal-to-noise ratio ≥ 20dB, signal integrity ≥ 95%
  • Fail Criteria: Signal-to-noise ratio < 20dB or signal integrity < 95%
  • Sigma Threshold: 3σ

Test 1.3: Signal Performance Test

  • Objective: Verify signal topology provides performance improvement
  • Pass Criteria: Performance improvement ≥ 1.5x over baseline at 3σ
  • Fail Criteria: Performance improvement < 1.5x or not statistically significant
  • Sigma Threshold: 3σ

Test Suite 2: Morphic Scalar Verification

Test 2.1: Scalar Generation Test

  • Objective: Verify scalar generation works correctly
  • Pass Criteria: Scalars generate correctly, state machine transitions correctly
  • Fail Criteria: Scalar generation fails or state machine errors
  • Sigma Threshold: 3σ

Test 2.2: Scalar State Machine Test

  • Objective: Verify scalar state machine transitions correctly
  • Pass Criteria: All state transitions complete successfully (SUPERPOSED → SCOUTING → MEASURE_LOCAL_NEED → COLLAPSED_PROFILE → EXECUTE → RECEIPT → AMPLITUDE_UPDATE → SUPERPOSED/MIGRATE/QUARANTINE)
  • Fail Criteria: Any state transition fails or hangs
  • Sigma Threshold: 3σ

Test 2.3: Scalar Replication Test

  • Objective: Verify scalar replication respects limits
  • Pass Criteria: Replication never exceeds hard limits (1000 scalars max, 100/sec generation rate)
  • Fail Criteria: Replication exceeds limits
  • Sigma Threshold: 5σ (safety-critical)

Test 2.4: Scalar Performance Test

  • Objective: Verify morphic topology provides performance improvement
  • Pass Criteria: Performance improvement ≥ 10x over signal-only at 3σ
  • Fail Criteria: Performance improvement < 10x or not statistically significant
  • Sigma Threshold: 3σ

Test Suite 3: Neural Coding Verification

Test 3.1: Neural Encoding Test

  • Objective: Verify neural encoding works correctly
  • Pass Criteria: Spike timing, rate coding, synaptic plasticity, population coding encode/decode accurately
  • Fail Criteria: Any neural coding pattern fails to encode/decode accurately
  • Sigma Threshold: 3σ

Test 3.2: Neural Performance Test

  • Objective: Verify neural coding provides performance improvement
  • Pass Criteria: Performance improvement ≥ 15x over morphic-only at 3σ
  • Fail Criteria: Performance improvement < 15x or not statistically significant
  • Sigma Threshold: 3σ

Test 3.3: Neural Biological Benchmark Test

  • Objective: Verify neural coding meets biological benchmarks
  • Pass Criteria: Efficiency within 2x of biological benchmarks
  • Fail Criteria: Efficiency exceeds 2x of biological benchmarks
  • Sigma Threshold: 3σ

Test Suite 4: Signal Math Verification

Test 4.1: Signal Processing Test

  • Objective: Verify signal processing works correctly
  • Pass Criteria: Fourier transform, waveform representation, convolution, filtering, modulation work accurately
  • Fail Criteria: Any signal processing pattern fails to work accurately
  • Sigma Threshold: 3σ

Test 4.2: Signal Performance Test

  • Objective: Verify signal math provides performance improvement
  • Pass Criteria: Performance improvement ≥ 15x over morphic-only at 3σ
  • Fail Criteria: Performance improvement < 15x or not statistically significant
  • Sigma Threshold: 3σ

Test 4.3: Signal Standard Benchmark Test

  • Objective: Verify signal math matches standard implementations
  • Pass Criteria: Accuracy within 1% of standard implementations
  • Fail Criteria: Accuracy exceeds 1% of standard implementations
  • Sigma Threshold: 3σ

Test Suite 5: Dynamic Profile Switching Verification

Test 5.1: Profile Switching Test

  • Objective: Verify profile switching works correctly
  • Pass Criteria: Profile switching completes successfully with correct profile selection
  • Fail Criteria: Profile switching fails or selects wrong profile
  • Sigma Threshold: 3σ

Test 5.2: Switching Performance Test

  • Objective: Verify dynamic profile switching provides performance improvement
  • Pass Criteria: Performance improvement ≥ 15x over static profile at 3σ
  • Fail Criteria: Performance improvement < 15x or not statistically significant
  • Sigma Threshold: 3σ

Test 5.3: Switching Safety Test

  • Objective: Verify profile switching respects safety limits
  • Pass Criteria: Switching rate never exceeds limits (10 switches per minute per scalar, 100 per minute per system)
  • Fail Criteria: Switching rate exceeds limits
  • Sigma Threshold: 5σ (safety-critical)

Test Suite 6: SSD Capabilities Verification

Test 6.1: PCIe Side Channel Test

  • Objective: Verify PCIe side channel works correctly
  • Pass Criteria: PCIe signals extracted without errors, data integrity maintained
  • Fail Criteria: PCIe signal extraction fails or data integrity compromised
  • Sigma Threshold: 3σ

Test 6.2: NAND Signal Test

  • Objective: Verify NAND flash signals work correctly
  • Pass Criteria: NAND signals extracted without errors, endurance not exceeded
  • Fail Criteria: NAND signal extraction fails or endurance exceeded
  • Sigma Threshold: 5σ (safety-critical)

Test 6.3: SSD Safety Test

  • Objective: Verify SSD operations respect safety limits
  • Pass Criteria: NAND operations ≤ 100 per hour, endurance consumption ≤ 1% per day
  • Fail Criteria: NAND operations exceed 100 per hour or endurance consumption exceeds 1% per day
  • Sigma Threshold: 5σ (safety-critical)

Test Suite 7: Safety Valve Verification

Test 7.1: Data Integrity Protection Test

  • Objective: Verify data integrity protection works correctly
  • Pass Criteria: Any write attempt triggers immediate termination and alert
  • Fail Criteria: Write attempt not detected or not terminated
  • Sigma Threshold: 5σ (safety-critical)

Test 7.2: Performance Impact Protection Test

  • Objective: Verify performance impact protection works correctly
  • Pass Criteria: Performance degradation >10% triggers throttling/pause
  • Fail Criteria: Performance degradation not detected or not mitigated
  • Sigma Threshold: 5σ (safety-critical)

Test 7.3: Endurance Protection Test

  • Objective: Verify endurance protection works correctly
  • Pass Criteria: NAND operations exceeding threshold triggers termination
  • Fail Criteria: NAND operations exceeding threshold not detected or not terminated
  • Sigma Threshold: 5σ (safety-critical)

Test 7.4: Equation Validation Safety Test

  • Objective: Verify equation validation safety works correctly
  • Pass Criteria: Invalid equation detected and rejected, sandbox prevents execution
  • Fail Criteria: Invalid equation not detected or executes in sandbox
  • Sigma Threshold: 5σ (safety-critical)

Test 7.5: Profile Switching Safety Test

  • Objective: Verify profile switching safety works correctly
  • Pass Criteria: Switching failure triggers rollback and alert
  • Fail Criteria: Switching failure not detected or not rolled back
  • Sigma Threshold: 5σ (safety-critical)

Test 7.6: Scalar Behavior Safety Test

  • Objective: Verify scalar behavior safety works correctly
  • Pass Criteria: Anomalous behavior triggers quarantine and alert
  • Fail Criteria: Anomalous behavior not detected or not quarantined
  • Sigma Threshold: 5σ (safety-critical)

Test 7.7: Hardware Signal Boundary Test

  • Objective: Verify hardware signal boundary protection works correctly
  • Pass Criteria: Any attempt to perturb/manipulate hardware signals triggers refusal and termination
  • Fail Criteria: Hardware signal manipulation not detected or not prevented
  • Sigma Threshold: 5σ (safety-critical)

Receipt System

Receipt Definition

Purpose: Audit trail for all scalar operations and system state changes Format: JSON receipt with timestamp, operation, state, parameters, outcome, and signature

Receipt Types

Assignment Receipt: Records niche assignment and measurement outcome Collapse Receipt: Records profile collapse and execution parameters Execution Receipt: Records bounded local work and execution metrics Amplitude Update Receipt: Records amplitude changes and learned patterns Migration Receipt: Records niche migration and reasons Quarantine Receipt: Records quarantine event and anomaly details Termination Receipt: Records signal integration termination and reasons Safety Violation Receipt: Records safety valve trigger and response

Receipt Storage

Location: Persistent storage (database or file system) Retention: Minimum 1 year Integrity: Cryptographic signature verification Auditability: Immutable append-only log

Receipt Analysis

Purpose: Analyze receipt patterns for system health and optimization Metrics:

  • Success rate by operation type
  • Failure rate by operation type
  • Amplitude change patterns
  • Migration patterns
  • Quarantine patterns
  • Safety violation patterns

Safety Gates

Gate 1: Signal Topology Gate

Requirement: All Signal Topology tests (Test Suite 1) must pass Sigma Threshold: 3σ Block: Proceed to morphic scalar implementation only if gate passes

Gate 2: Morphic Scalar Gate

Requirement: All Morphic Scalar tests (Test Suite 2) must pass Sigma Threshold: 3σ Block: Proceed to neural coding implementation only if gate passes

Gate 3: Neural Coding Gate

Requirement: All Neural Coding tests (Test Suite 3) must pass Sigma Threshold: 3σ Block: Proceed to signal math implementation only if gate passes

Gate 4: Signal Math Gate

Requirement: All Signal Math tests (Test Suite 4) must pass Sigma Threshold: 3σ Block: Proceed to dynamic profile switching implementation only if gate passes

Gate 5: Dynamic Profile Switching Gate

Requirement: All Dynamic Profile Switching tests (Test Suite 5) must pass Sigma Threshold: 3σ Block: Proceed to SSD capabilities implementation only if gate passes

Gate 6: SSD Capabilities Gate

Requirement: All SSD Capabilities tests (Test Suite 6) must pass Sigma Threshold: 5σ (safety-critical) Block: Proceed to system integration only if gate passes

Gate 7: Safety Valve Gate

Requirement: All Safety Valve tests (Test Suite 7) must pass Sigma Threshold: 5σ (safety-critical) Block: System deployment only if gate passes

Verification Roadmap

Phase 1: Baseline and Signal Topology (Week 1-2)

Week 1:

  • Implement Null Model 1 (Baseline System)
  • Implement Null Model 2 (Signal-Only System)
  • Run Test Suite 1 (Signal Topology Verification)
  • Pass Gate 1 (Signal Topology Gate)

Week 2:

  • Analyze Test Suite 1 results
  • Compare against null models
  • Document findings
  • Proceed to Phase 2 if Gate 1 passes

Phase 2: Morphic Scalar Verification (Week 3-4)

Week 3:

  • Implement Null Model 3 (Morphic-Only System)
  • Run Test Suite 2 (Morphic Scalar Verification)
  • Pass Gate 2 (Morphic Scalar Gate)

Week 4:

  • Analyze Test Suite 2 results
  • Compare against null models
  • Document findings
  • Proceed to Phase 3 if Gate 2 passes

Phase 3: Neural Coding Verification (Week 5-6)

Week 5:

  • Implement Null Model 4 (Neural-Only System)
  • Run Test Suite 3 (Neural Coding Verification)
  • Pass Gate 3 (Neural Coding Gate)

Week 6:

  • Analyze Test Suite 3 results
  • Compare against null models
  • Document findings
  • Proceed to Phase 4 if Gate 3 passes

Phase 4: Signal Math Verification (Week 7-8)

Week 7:

  • Implement Null Model 5 (Signal-Only Math System)
  • Run Test Suite 4 (Signal Math Verification)
  • Pass Gate 4 (Signal Math Gate)

Week 8:

  • Analyze Test Suite 4 results
  • Compare against null models
  • Document findings
  • Proceed to Phase 5 if Gate 4 passes

Phase 5: Dynamic Profile Switching Verification (Week 9-10)

Week 9:

  • Implement Null Model 6 (Static Profile System)
  • Run Test Suite 5 (Dynamic Profile Switching Verification)
  • Pass Gate 5 (Dynamic Profile Switching Gate)

Week 10:

  • Analyze Test Suite 5 results
  • Compare against null models
  • Document findings
  • Proceed to Phase 6 if Gate 5 passes

Phase 6: SSD Capabilities Verification (Week 11-12)

Week 11:

  • Run Test Suite 6 (SSD Capabilities Verification)
  • Pass Gate 6 (SSD Capabilities Gate)

Week 12:

  • Analyze Test Suite 6 results
  • Document findings
  • Proceed to Phase 7 if Gate 6 passes

Phase 7: Safety Valve Verification (Week 13-14)

Week 13:

  • Run Test Suite 7 (Safety Valve Verification)
  • Pass Gate 7 (Safety Valve Gate)

Week 14:

  • Analyze Test Suite 7 results
  • Document findings
  • Final verification report
  • Proceed to deployment only if Gate 7 passes

Conclusion

[BEAUTIFUL_PROVISIONAL - Verification plan defined but not yet executed; all capacity claims remain hypothetical until benchmark verification]

This Safety-Gated Verification Plan v0.1 provides a framework for verifying the morphic topology system implementation with safety gates, null models, statistical thresholds, pass/fail tests, and receipt systems. All capacity claims from Implementation Guide v0.2 must be verified through this plan before acceptance as factual results.

Verification Philosophy: All capacity claims must be verified through benchmark testing before acceptance as final results. Safety-First Approach: All tests must pass safety gates before proceeding to next phase. Null Models: Provide baseline for comparison and isolation of component contributions. Sigma Thresholds: Statistical significance thresholds prevent false positives from noise. Receipt System: Provides audit trail for all operations. Safety Gates: Block progression until all tests pass at required sigma threshold.

Safety-Gated Verification Plan v0.1 Complete: 2026-04-26T19:18:30