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@studiofarzulla
studiofarzulla
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🫠
Not insane just slightly eccentric

Studio Farzulla studiofarzulla

🫠
Not insane just slightly eccentric
Adversarial systems, consent mechanics, market microstructure, computational cognition. Dissensus AI founder. MSc Finance Analytics (KCL) & BSc SOAS.

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studiofarzulla /README.md

Murad Farzulla's Studio

Independent Researcher | Dissensus AI | ASCRI

ORCID Google Scholar SSRN arXiv

Investigating stability, alignment, and friction dynamics in complex systems where competing interests generate structural conflict. Each paper is a proof-of-concept for a different application domain: political governance, financial markets, developmental psychology, AI alignment.

MSc Finance Analytics (King's College London) | BSc Accounting & Finance (SOAS, First Class Honours)

Research Programme

Consent Mechanics & Political Economy

Paper ID Status Links
Axiom of Consent: Friction Dynamics in Multi-Agent Coordination DAI-2601 arXiv arXiv:2601.06692
Consensual Sovereignty: Stakes, Voice, and Friction in Adversarial Governance DAI-2501 Preprint Zenodo / SSRN
From Consent to Consideration: Political Standing for Artificial Agents DAI-2504 Under Review Zenodo
Stakes Without Voice: Consent Failure and Structural Exclusion DAI-2602 Preprint Zenodo

Financial Markets & Regulation

Paper ID Status Links
ROM: Scale-Relative Formalism for Persistence-Conditioned Dynamics DAI-2503 arXiv arXiv:2601.06363
Infrastructure vs Regulatory Shocks: Cryptocurrency Volatility DAI-2506 Under Review Research Square
ASRI: Aggregated Systemic Risk Index (w/ Maksakov) DAI-2509 arXiv arXiv:2602.03874
Whitepaper Claims vs Market Behavior: Cryptocurrency Factor Analysis DAI-2508 With Editor arXiv:2601.20336
Sentiment Without Structure: Order Flow vs Textual Sentiment DAI-2507 With Editor Zenodo
The Extremity Premium: Sentiment Regimes and Adverse Selection DAI-2510 With Editor Zenodo
Alpha Asymmetry in FX Markets: A Null Result DAI-2605 SSRN SSRN:6147567
Legitimate Extraction: Sophisticated Laundering Hides in Plain Sight DAI-2604 SSRN SSRN:6145046
Asymptotic Protection: Derivatives, Hedging, and Systemic Risk DAI-2502 Preprint Zenodo
CBDC Privacy Architecture (w/ Maksakov) DAI-2511 Preprint Zenodo

Philosophy of Mind & AI Alignment

Paper ID Status Links
Relational Functionalism: AI Friendship and Social Standing DP-2502 Under Review Zenodo
Consciousness Monograph: Dissolving Qualia via Occam's Razor DAI-2512 Preprint Zenodo
Identity Thesis: Relational Identity in Multi-Agent Systems DAI-2603 Preprint Zenodo
Consciousness as Nominalization Error DP-2602 Preprint Zenodo

Computational Cognition

Paper ID Status Links
Training Data and the Maladaptive Mind (developmental psych + ML) DP-2501 Under Review Research Square
Autonomous Red Team (w/ Maksakov) DAI-2513 Preprint Zenodo
Genre Mimicry: Abliterated LLMs and Safety Behaviors DP-2503 Preprint Zenodo
Semantic-First Vision: Category-Driven Visual Processing DP-2505 In Progress --
Temporal Bitmap Interpretation: Quantum Oscillatory Sampling DP-2504 Preprint Zenodo

Formal Methods

Project Links
Lean 4 Formalizations (50 files, 14 papers, Mathlib v4.27.0) Repository

Software

Project Description
ASRI Real-time systemic risk monitoring for crypto markets
GJR-GARCH-X GJR-GARCH models with exogenous variance regressors
Consent-ROM Empirical Empirical validation of ROM consent-friction dynamics
Friction-MARL Multi-agent RL with friction dynamics

25+ papers | 7 under review or with editor | 4 on arXiv | dissensus.ai | systems.ac

Pinned Loading

  1. asri asri Public

    ASRI: Aggregated Systemic Risk Index for Cryptocurrency Markets β€” paper + real-time monitoring system | DAI-2509 | Dissensus AI Working Paper

    Python 2

  2. sentiment-microstructure-abm sentiment-microstructure-abm Public

    The Extremity Premium: Sentiment Regimes and Adverse Selection in Cryptocurrency Markets β€” ABM + paper | DAI-2510 | Dissensus AI Working Paper

    Python

  3. adversarial-security-agents adversarial-security-agents Public

    Autonomous Red Team: Multi-Agent Adversarial Security Testing β€” paper + proof-of-concept framework | DAI-2513 | Dissensus AI Working Paper

    Python 3

  4. lean-formalizations lean-formalizations Public

    Machine-checked proofs in Lean 4 + Mathlib for results across four research papers on quantum foundations, friction dynamics, evolutionary game theory, and structural identity.

    Lean

  5. genre-mimicry genre-mimicry Public

    Genre Mimicry in Academic Writing: Abliterated LLMs and Genre-Dependent Safety Behaviors | DP-2503 | Dissensus AI Discussion Paper

    TeX

  6. consent-rom-empirical consent-rom-empirical Public

    Empirical Validation of ROM Consent-Friction Dynamics β€” code companion to ROM (DAI-2503) and AoC (DAI-2601)

    Python

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