Risk Disclosure
Last updated: draft — not yet publishedQuantTurtles is developing a systematic, technology-driven approach to investment decision-making, described elsewhere on this Site. Systematic and quantitative investment strategies, generally, carry risks that anyone evaluating this description should understand. This page describes those risks in general terms; it is not a complete enumeration and does not describe a specific, currently available investment product.
No guarantee of returns
No investment strategy, systematic or otherwise, can guarantee returns or protect fully against loss. Any reference on this Site to discipline, rules-based decision-making, or risk controls describes the intended design of the process — it is not a guarantee of the outcome of that process.
Backtested and simulated results
Where this Site refers to research, backtesting, or a measurement framework, any historical or backtested performance that may in the future be published is not indicative of future results. Backtested results are developed with the benefit of hindsight, are subject to the limitations of the data and assumptions used to produce them, and typically differ from results actually achieved with live capital. QuantTurtles will clearly and separately label backtested results from live, verified performance whenever either is published.
Model and technology risk
A rules-based or model-driven process can fail to anticipate conditions not present in its research or training data, can be affected by errors in data, software, or infrastructure, and can require discretionary intervention in circumstances the model was not designed for.
Market, execution, and liquidity risk
Strategies described on this Site may be exposed to market risk (adverse price movements), execution risk (the price or timing actually achieved differing from what a strategy intended), and liquidity risk (the inability to enter or exit a position at a reasonable price), among others.
Development-stage risk
As described in the Technology section of the Site, key components of the QuantTurtles platform are under development or planned rather than complete, and current execution activity takes place in a controlled testing environment rather than with live client capital. The platform’s eventual capabilities, timeline, and regulatory status are not guaranteed.
Not a solicitation
Nothing on this Site is a solicitation or offer to invest. Any future offering, if and when made, will be accompanied by definitive documentation and made only in compliance with applicable law.