# Panoramic View Labs (PVL) Institute of Forensic Engineering ## Post-Graduate Curriculum Specification: Multidisciplinary Forensic Acoustics & Autonomous Systems Epistemics (MFA-ASE) **Document Identifier**: `PVL-SPEC-2026-CURR-01` **Classification**: Public Academic Specification & Pedagogical Standard **Accreditation Framework**: Software Craftsmanship Institute & Open Knowledge Foundation (OKF) Conformance **Prerequisites**: 4-Year B.S. in Electrical Engineering, Computer Science, or Applied Physics **Total Academic Credits**: 64 Graduate Credit Hours (4 Academic Semesters + 1 Residency Practicum) **Date of Ratification**: October 12, 2026 **License**: Creative Commons Attribution-ShareAlike 4.0 International (CC BY-SA 4.0) --- ## 1. Executive Curriculum Overview & Pedagogical Philosophy The modern expansion of generative artificial intelligence creates an unprecedented asymmetry: **the mechanical generation of complex technical artifacts has become nearly instantaneous (501M tokens processed at ~$10.63 developer API list value / under $1.25 amortized promotional subscription cash), while the empirical verification of physical truth remains demanding ($10,010 in multidisciplinary human engineering labor)**. To prevent automated systems from producing catastrophic hallucinations—such as misidentifying container duration anomalies as crystal clock drift or introducing phase-smeared notch distortion into archival recordings—the engineer must operate across five historically disjoint technical domains: 1. Classical Electrodynamics & Atmospheric High-Voltage Physics 2. Discrete-Time Signal Processing (DSP) & Linear Filter Theory 3. Mobile Transducer Micro-Electromechanical Systems (MEMS) & RF Immunity 4. Digital Container Formats, Timebase Clocks & Lossless Multiplexing 5. Autonomous Agent Verification, Systems Programming & Sovereign Epistemics This specification establishes the official academic course catalog, dependency graph, laboratory requirements, and qualifying examinations required to master the forensic diagnosis of electromagnetic interference without generative quality loss. --- ## 2. Educational Prerequisite & Course Dependency Graph ```mermaid flowchart TD subgraph Year1["Year 1: Foundations of Field Physics & Signal Math"] P101["ELEC 610: Classical Electrodynamics
& Transmission Line Coupling
(4 Credits)"] S102["SIGP 620: Discrete-Time Signal Processing
& Z-Transform Topologies
(4 Credits)"] H103["MEMS 630: Transducer Physics &
Differential Mobile Audio Arrays
(4 Credits)"] end subgraph Year2["Year 2: Media Container Telemetry & Systems Architecture"] C201["CSYS 710: ISO Base Media Formats
& Clock Jitter Forensics
(4 Credits)"] P202["ACOU 720: Psychoacoustics &
Speech Formant Phase Integrity
(4 Credits)"] S203["OPS 730: Deterministic POSIX Systems
& C/SIMD Optimization
(4 Credits)"] end subgraph Capstone["Year 3: The Sovereign Verification Practicum"] E801["EPIST 810: Autonomous Agent Forensics
& The Hallucination Anatomy
(6 Credits)"] PRAC["PRACT 890: Master Residency:
The 345 kV Field Restoration Practicum
(8 Credits)"] end P101 --> C201 S102 --> P202 H103 --> P202 S102 --> S203 C201 --> E801 P202 --> E801 S203 --> E801 E801 --> PRAC style Year1 fill:#1a252f,stroke:#3498db,stroke-width:2px,color:#fff style Year2 fill:#2c3e50,stroke:#9b59b6,stroke-width:2px,color:#fff style Capstone fill:#1b4f72,stroke:#2ecc71,stroke-width:2px,color:#fff ``` --- ## 3. Official Course Catalog & Course Descriptions ### Course 1: ELEC 610 — Classical Electrodynamics & Near-Field Utility Coupling - **Credits**: 4.0 Graduate Credits (Lecture: 3 hrs / Lab: 3 hrs) - **Prerequisites**: Multivariable Vector Calculus, Differential Equations. - **Course Description**: Rigorous examination of Maxwell-Faraday induction ($\nabla \times \mathbf{E} = -\frac{\partial \mathbf{B}}{\partial t}$) in utility transmission corridors. Physics of 345 kV to 765 kV alternating electric fields; electrostatic corona discharge ionization; surface gradient breakdown in humid air; capacitive and inductive coupling into unshielded consumer electronics. Skin effect, loop antenna behavior of printed circuit board (PCB) traces, and magnetic shielding boundary conditions. - **Laboratory Practicum**: Field measurement of electrostatic flux beneath 345 kV suspension towers using tri-axial electromagnetic field meters; RF spectrum analyzer capture of atmospheric corona micro-arcing. --- ### Course 2: SIGP 620 — Advanced Discrete-Time Signal Processing & Filter Topologies - **Credits**: 4.0 Graduate Credits (Lecture: 3 hrs / Lab: 3 hrs) - **Prerequisites**: ELEC 610, Linear Time-Invariant Systems. - **Course Description**: Discrete-time Fourier Transforms, Z-domain stability, and second-order section (biquad) IIR/FIR filter architectures. Mathematical formulation of parametric notch filters and bandreject transfer functions: $$H(z) = b_0 \frac{1 - 2\cos(\omega_0)z^{-1} + z^{-2}}{1 - 2r\cos(\omega_0)z^{-1} + r^2 z^{-2}}$$ Rigorous analysis of notch bandwidth, pole radius $r$, and Quality Factor ($Q = \frac{f_0}{\Delta f}$). Gibbs phenomenon, phase delay, and group delay distortion. Sequential cascading of harmonic rejection poles and spectral subtraction algorithms (`afftdn`, `adeclick`). --- ### Course 3: MEMS 630 — Transducer Arrays & Mobile Audio Hardware Asymmetry - **Credits**: 4.0 Graduate Credits (Lecture: 3 hrs / Lab: 3 hrs) - **Prerequisites**: SIGP 620. - **Course Description**: Physical architecture of consumer mobile telephone acoustic systems. Silicon micro-machined capacitive microphones (MEMS), preamplifier integration, and differential acoustic arrays. Analysis of the dual-microphone topology: primary speech capsule at the handset base versus secondary environmental noise-rejection capsule on the upper perimeter. Root-cause forensics of asymmetric inductive coupling: why unshielded noise-canceling traces act as multi-band RF antennas under high-tension lines, inverting differential cancellation algorithms into positive noise injection. --- ### Course 4: CSYS 710 — ISO Base Media File Formats & Clock Jitter Forensics - **Credits**: 4.0 Graduate Credits (Lecture: 3 hrs / Lab: 3 hrs) - **Prerequisites**: Data Structures & Systems Architecture. - **Course Description**: Deep forensic decomposition of ISO/IEC 14496-12 (MPEG-4 Part 12) containers. Anatomy of `ftyp`, `moov`, `mvhd`, `trak`, and `mdat` box atoms. Timebases, timescale definitions, Decoding Timestamps (DTS), and Presentation Timestamps (PTS). Crystal oscillator drift analysis ($32.768\text{ kHz}$ quartz crystal tolerances, PPM error over thermal gradients). Epistemology of false clock drift: mathematical proofs distinguishing container padding truncation from linear timebase stretch. Lossless stream multiplexing mechanics (`-c:v copy`) and zero-generational degradation guarantees. --- ### Course 5: ACOU 720 — Psychoacoustics & Speech Formant Phase Integrity - **Credits**: 4.0 Graduate Credits (Lecture: 3 hrs / Lab: 3 hrs) - **Prerequisites**: SIGP 620. - **Course Description**: Acoustic phonetics and the human auditory system. Critical band masking, bark scales, and vocal tract transfer functions. Formant tracking for English vowel spaces ($F_1, F_2, F_3$) across fundamental frequencies (100 Hz to 3,500 Hz). Forensic analysis of comb filtering and phase cancellation induced by multi-stage notch filtering. The perceptual destruction of consonant fricatives ($s, th, f$) via aggressive broadband thresholding. Human perceptual evaluation protocols (MUSHRA / MOS) versus automated Word Error Rate (WER) Whisper models. --- ### Course 6: EPIST 810 — Autonomous Agent Epistemics & The Hallucination Anatomy - **Credits**: 6.0 Graduate Credits (Seminar & Residency: 6 hrs) - **Prerequisites**: All Year 1 & Year 2 courses. - **Course Description**: Investigation into the failure modes of large multimodal language models (LMLMs) applied to systems engineering. The "Container Fallacy": why autoregressive models prioritize symbolic container symmetry over physical signal realities. Deconstruction of the `atempo=0.837` hallucination. The economic leverage asymmetry (501M tokens at ~$10.63 API value / under $1.25 subscription cash versus $10,010 human verification labor, yielding 1,000:1 to 8,000:1 leverage). Engineering ethics of the "New Compiler": why verification constitutes the entire intellectual property of modern engineering. "Emptying the Cup" (*Shoshin*) and the discipline of Sovereign Verification. --- ## 4. Comprehensive Qualifying Examination (The Board Exam) To achieve board certification as a **Panoramic View Labs Forensic Audio/Video Engineer (PVL-FAVE)**, the candidate must pass a 48-hour blind forensic practicum: 1. **The Corrupted Artifact Challenge**: The candidate is given an uninspected 3 GB MP4 recording captured under an undisclosed electromagnetic interference source with a 180-second container discrepancy. 2. **The Verification Mandate**: Within 24 hours, the candidate must: - Provide an FFT spectral decomposition proving the physical origin of all interference modes. - Prove via speech onset timestamps whether linear clock drift exists. - Author a fully automated, deterministic POSIX shell restoration tool compliant with Bash 3.2. - Deliver an output master with 100% frame-packet SHA-256 equivalence on video tracks and zero perceptual phase smearing on speech tracks. 3. **The Defense**: Oral defense before a panel of senior software craftspeople and acoustic physicists, justifying every filter pole, Q-factor, and rejection threshold. --- ## 5. Academic Accreditation Seal ```text ================================================================================ PANORAMIC VIEW LABS (PVL) INSTITUTE OF FORENSIC ACOUSTICS ACCORD OF CHICAGO SOFTWARE CRAFTSMANSHIP & PHYSICAL REALITY RATIFIED: OCTOBER 12, 2026 ================================================================================ [SEAL OF EMPIRICAL VERIFICATION] PHYSICAL GROUND TRUTH > SIMULATION ZERO GENERATIONAL LOSS (-c:v copy) SOVEREIGN AUDIT (PASS 0 LEAKS) ================================================================================ ```