This index catalogues research monographs, legal structuring analyses, and technical papers authored by Cayden Richards. Investigating market microstructure, machine-learning regime collapse, and modern asset management infrastructure, these works examine the mathematical and operational foundations of systematic finance. Featured works include the open research journal The Architecture of Autonomous Alpha: A Research Journal & Engineering Notes, technical monographs on The Anatomy of Blitz and The 12 Institutional Decision Gates, and research into Why 88% of LLM Alpha Models Suffer Regime Collapse, Causal Factor-Absence Placebo Testing, and Modern Capital Allocation Rails.
Free Research Ebook & Engineering Journal
Author: Cayden Richards
Research & Strategic Architecture Contributor: André Popov
Core Thesis: A technical research journal and open engineering notes documenting systematic asset management infrastructure, causal statistical validation gates, deterministic execution state machines, and modern segregated clearing rails. Distributed freely as an open engineering resource.
Chapter Breakdown:
- The Multi-Manager Challenge: Analyzing fee drag, operational overhead, and information silos in legacy pod-shop models.
- The Ontology of Capital: Modeling financial markets as continuous Directed Acyclic Graphs (DAGs) capturing liquidity, collateral, and term structures.
- The Research Engine: Systematic factor discovery and the 5 empirical validation gates.
- The Execution Core: Deterministic execution, lock-free ring buffers, and zero dynamic heap allocation.
- Real-Time Risk Telemetry: Continuous risk and execution telemetry via the PolarisLink protocol.
- Causal Integrity: Out-of-sample data air-gapping and placebo testing to address curve-fitted backtests.
- Modern Clearing Rails: Capital formation via US Trade-Only LPOAs and Swiss AMCs, contrasting with legacy offshore fund overhead.
- The Systematic Manager: Blueprint for software-driven asset management operations.
Research Papers & Technical Monographs
Subtitle: C++ Systems Engineering, Lock-Free Ring Buffers & The Elimination of GC Jitter
Why managed runtimes incur latency tail risk in high-volatility liquidity shocks due to memory fragmentation and Garbage Collection pauses. Details the Blitz C++ Linux design: zero dynamic heap allocation on critical paths, cache-line alignment, lock-free SPSC queues, and deterministic pre-trade risk evaluation.
Subtitle: Out-of-Sample Validation, Combinatorial Purged Cross-Validation & Execution Feasibility
The 12 decision gates governing algorithmic strategy validation across Forticia and Qlumina. Walk-forward analysis, Combinatorial Purged Cross-Validation (CPCV), PBO bounds, microstructure transaction cost modeling, margin feasibility, and strict empirical data quality standards.
Subtitle: Auto-Regressive Compounding Error, Lookahead Leakage & Non-Stationary Discontinuities
An empirical investigation into why transformer-based financial alpha models decay when deployed out-of-sample. Covers lookahead leakage in financial text embeddings, compounding inference error during liquidity voids, and state-space conditioning using DAG regime graphs.
Subtitle: Eliminating Backtest Sharpe Inflation Through Phase-Scrambled Noise Controls
Methodology for evaluating candidate alpha signals against 1,000 Fourier phase-scrambled noise surrogates. Explains factor ablation testing, lead-lag inversion checks, and combinatorial purging to identify spurious correlations before live capital commitment.
Subtitle: US Trade-Only LPOA SMAs on Clear Street & Swiss AMCs Compared with Commingled Offshore Vehicles
Structural comparison between legacy Cayman/Bermuda master-feeder hedge fund structures and modern capital rails. Contrasts the \$500k annual operating overhead and commingled counterparty risks of legacy offshore funds with US Trade-Only LPOA SMAs and Swiss Actively Managed Certificates (AMCs) featuring daily Euroclear ISIN clearing.