Independent Researcher | Dissensus AI | ASCRI
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)
| 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 |
| 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 |
| 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 |
| 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 |
| Project | Links |
|---|---|
| Lean 4 Formalizations (50 files, 14 papers, Mathlib v4.27.0) | Repository |
| 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