The Predictive Lock
Cell-based adaptive gating system for personalized trade entry decisions. 220-cell weight matrix, calibration protocol, two-way override learning.
The full technical specification of the three proprietary systems that power DBN's behavioural trading engine — Lock, Decision Grade, and Trader Rating. Published openly for transparency, independent replication, and peer review.
81 modules unpacking Lock, Decision Grade, and Rating concepts with worked examples and quizzes.
Run the calibration protocol on real price action. Watch the cell weights converge to your behavioural fingerprint.
Replication of every published statistic. Methodology drift report. Open data, open code, open challenge.
Free public endpoint for prop firms, brokers, and integrations. ECDSA-signed, timestamped, replay-protected.
Each paper is a complete technical specification — abstract, motivation, mathematical formulation, calibration protocol, validation plan, and limitations. Open-licensed, replicable, and citable. Download as PDF or read the source markdown.
Cell-based adaptive gating system for personalized trade entry decisions. 220-cell weight matrix, calibration protocol, two-way override learning.
Multi-dimensional behavioral scoring methodology. Four independent 0-100 scores, per-trade classification, execution error taxonomy.
ELO-inspired composite metric blending outcome and behavioral signals. Density-rating bridge, regression detection, marketplace integration.
We invite quantitative finance practitioners, behavioral economists, and trading platform engineers to review, critique, and extend these methodologies.
Submit Review →Every claim in these papers is replicable from public data and our published code. The systems improve with each quarterly audit. Independent replication is welcomed and citable.
Read the latest audit →Open methodology · Quarterly audits · MIT-licensed reference implementations