Risk Disclosure

Nature of Service

ShadowQuant is an AI research platform that publishes machine-generated market analysis for informational and educational purposes. Our platform uses artificial intelligence to analyze publicly available market data and produce research outputs including regime classifications, sentiment readings, directional analysis, and hypothetical trade scenarios.

All content — including but not limited to podcasts, newsletters, regime maps, signals, performance metrics, trade ideas, and any other analysis — is the output of automated AI research systems. This content is published to demonstrate and share our AI research capabilities. It is not, and shall not be construed as, financial advice, investment advice, trading advice, tax advice, legal advice, or any other form of professional advice or recommendation.

No Financial Advisory Relationship

Your use of ShadowQuant does not create a fiduciary relationship, advisory relationship, or any professional client relationship between you and Aries Labs, ShadowQuant, its founder, employees, contractors, or AI systems.

We do not know your personal financial situation, investment objectives, risk tolerance, or specific circumstances. Nothing on this platform is tailored to your individual needs. We do not provide personalized recommendations. Any decision to buy, sell, hold, or trade any financial instrument is made entirely by you, at your sole discretion and risk.

Regulatory Status

Aries Labs and ShadowQuant are not registered, licensed, or approved as any of the following with any federal, state, or international regulatory authority:

• Investment adviser (SEC, state securities regulators, or equivalent)
• Broker-dealer (SEC, FINRA, or equivalent)
• Commodity trading advisor (CFTC, NFA, or equivalent)
• Commodity pool operator
• Futures commission merchant
• Introducing broker
• Financial planner or wealth manager
• Insurance agent or broker
• Any other regulated financial services entity

We operate solely as an AI research organization publishing research content. No content on this platform should be interpreted as a solicitation, offer, or recommendation to buy, sell, or hold any security, commodity, derivative, cryptocurrency, or other financial instrument.

General Risk Warning

Trading and investing in financial instruments — including but not limited to cryptocurrencies, foreign exchange (forex), equities, options, futures, and derivatives — involves substantial risk of loss and is not suitable for all individuals. You could lose some or all of your invested capital. You should not invest or risk money that you cannot afford to lose.

Past performance is not indicative of future results. Any performance data, win rates, profit factors, historical results, or hypothetical returns displayed on this platform are provided solely to demonstrate AI research methodology and for educational purposes. They do not guarantee, predict, or imply future performance of any kind.

Cryptocurrency Risk

Cryptocurrency markets are extremely volatile, largely unregulated, and subject to rapid and unpredictable price movements. The value of cryptocurrencies can drop to zero. Cryptocurrency trading is not protected by SIPC, FDIC, or any government insurance program. Regulatory changes in any jurisdiction may adversely affect the value, use, or transferability of cryptocurrencies.

Foreign Exchange (Forex) Risk

Foreign exchange trading carries a high level of risk due to leverage and market volatility. The use of leverage can amplify both gains and losses, and losses may exceed your initial deposit. Forex trading is not suitable for all investors.

Equities and Options Risk

Investing in equities involves risk, including the potential loss of principal. Options trading involves additional and unique risks and is not suitable for all investors. The complex nature of options strategies, including multi-leg strategies such as spreads, can result in significant financial losses. Prior to trading options, you should read the "Characteristics and Risks of Standardized Options" published by the Options Clearing Corporation (OCC), available at theocc.com.

AI-Generated Content — Accuracy and Limitations

All content on this platform is generated by artificial intelligence systems. AI systems can and do produce errors, inaccuracies, and hallucinations. Specific limitations include:

• AI models are trained on historical data and may fail during unprecedented market conditions
• Models may not account for breaking news, regulatory changes, geopolitical events, or market structure changes
• Technical errors, data feed delays, or system failures may cause stale, incomplete, or incorrect analysis
• AI-generated predictions reflect statistical patterns, not certainties — even high-confidence outputs are frequently wrong
• Multiple AI agents may produce contradictory analyses of the same data
• Regime classifications, direction signals, and sentiment readings are experimental research outputs, not established financial indicators

You should never rely on AI-generated content as the sole or primary basis for any financial decision. Always conduct your own independent research and consult with qualified, licensed financial professionals before making any investment or trading decisions.

Hypothetical Performance Disclaimer

Where performance metrics are displayed on this platform (including but not limited to win rates, profit factors, signal outcomes, and resolved predictions), these represent hypothetical, backtested, or simulated results based on AI-generated predictions. These results:

• Do not represent actual trading results of any real brokerage account
• Do not account for execution slippage, bid-ask spreads, commissions, exchange fees, margin interest, or any other real-world trading costs
• Do not account for liquidity constraints, order fill rates, or market impact
• May be subject to survivorship bias and look-ahead bias inherent in AI model training
• Are presented for AI research transparency purposes only
• May include periods of significant losses as well as gains

CFTC Rule 4.41: Hypothetical or simulated performance results have certain limitations. Unlike an actual performance record, simulated results do not represent actual trading. Also, since the trades have not been executed, the results may have under- or over-compensated for the impact, if any, of certain market factors, such as lack of liquidity. Simulated trading programs in general are also subject to the fact that they are designed with the benefit of hindsight. No representation is being made that any account will or is likely to achieve profits or losses similar to those shown.

No Guarantee of Availability

ShadowQuant is provided on an "as is" and "as available" basis. We do not guarantee uninterrupted access, timely delivery of research content, or continuous operation of any feature. Data feeds, AI systems, and infrastructure may experience outages, delays, or failures without notice.

Assumption of Risk

By using ShadowQuant, you expressly acknowledge and agree that:

• You understand the risks described in this disclosure
• You are solely responsible for your own investment and trading decisions
• You will not rely on ShadowQuant content as financial advice
• Any use of ShadowQuant content in connection with trading or investing is done entirely at your own risk
• You will seek independent professional advice where appropriate

Limitation of Liability

To the maximum extent permitted by applicable law, Aries Labs, ShadowQuant, its founder, officers, employees, contractors, agents, affiliates, AI systems, and any related parties shall not be liable for any direct, indirect, incidental, special, consequential, exemplary, or punitive damages — including but not limited to loss of profits, loss of revenue, loss of data, loss of business opportunity, trading losses, or financial losses of any kind — arising from or related to:

• Your use of, or inability to use, the Service
• Any content, data, analysis, or information provided on the platform
• Any trading or investment decision you make based on, influenced by, or related to content on this platform
• Errors, inaccuracies, or omissions in AI-generated content
• Service interruptions, delays, or failures
• Unauthorized access to your account or personal data

This limitation applies regardless of the legal theory (contract, tort, negligence, strict liability, or otherwise) and whether or not Aries Labs has been advised of the possibility of such damages.

Indemnification

You agree to indemnify, defend, and hold harmless Aries Labs, ShadowQuant, its founder, employees, contractors, and affiliates from and against any and all claims, liabilities, damages, losses, costs, and expenses (including reasonable attorneys' fees) arising from or related to your use of the platform, your violation of these terms, or any trading or investment decision you make.

Third-Party Content and Data

ShadowQuant may incorporate data from third-party sources including market data providers, news services, and public filings. We do not guarantee the accuracy, completeness, or timeliness of any third-party data. Third-party content is subject to its own terms and conditions.

Jurisdictional Notice

This platform is operated from the United States. We make no representation that the content is appropriate or available for use in all jurisdictions. Users accessing ShadowQuant from outside the United States are responsible for compliance with their local laws and regulations regarding financial content, trading, and data privacy.