Risk

Risk Statement

This Risk Statement applies to public materials made available by Liquidity Dynamics Research Group, LLC, a Wyoming limited liability company ("LDRG"). It is not exhaustive and does not replace independent professional review.

Market Risk

Futures, options, derivatives, equities, digital assets, foreign exchange, commodities, rates, and other markets involve risk. Prices can move quickly, liquidity can disappear, spreads can widen, volatility can expand, and losses can occur rapidly.

Leveraged products, including futures and derivatives, can produce losses greater than expected and may require additional margin or liquidation under unfavorable conditions.

Research And Model Risk

Candidate signatures, anomaly candidates, model outputs, probability estimates, classifications, scores, and historical analogs may be incomplete, unstable, miscalibrated, delayed, or wrong. A market behavior that appeared useful historically may degrade, disappear, reverse, or fail under new conditions.

Retests, validation, and monitoring reduce but do not eliminate research risk.

Data Risk

Market data can contain gaps, delays, sequence errors, corrections, feed interruptions, symbol changes, roll issues, reconstruction errors, timestamp differences, licensing limits, or provider-specific behavior. Order-flow and MBO-based research is especially sensitive to data quality and reconstruction logic.

Execution And Liquidity Risk

Even if a research output or model estimate appears useful, execution results may differ because of latency, slippage, queue position, order type, rejected orders, partial fills, fees, spread, depth, exchange conditions, broker/FCM routing, platform outages, or user configuration.

Automation And Software Risk

APIs, SDKs, dashboards, alerts, terminal workflows, visualizers, and automation-capable software can fail or behave unexpectedly. Users are responsible for testing, permissions, risk limits, monitoring, kill switches, credentials, account settings, and operational controls before any production use.

No Suitability Determination

LDRG public materials do not determine whether any instrument, strategy, account, product, risk level, or workflow is suitable for any person or entity. Users must make their own decisions with their own advisers and regulated providers.

Regulatory, Tax, And Legal Risk

Trading, data use, research use, model use, and software integration may be subject to legal, regulatory, tax, exchange, provider, employer, firm, or jurisdictional requirements. Users are responsible for understanding and complying with obligations that apply to them.

No Guarantee

LDRG does not guarantee profits, loss avoidance, execution quality, model accuracy, research validity, uptime, data completeness, or future availability of any public, API, SDK, dashboard, terminal, or platform feature.

Contact

Questions about this Risk Statement may be sent to info@ldrg.io.