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Reference Data, Not Trading Signals. Raw market data feeds — including but not limited to options flow, dark pool prints, golden sweeps, unusual options activity, algo flow, insider transactions, congressional disclosures, 13F filings, earnings transcripts, news sentiment, and similar — are provided as reference data only. They are not trading signals, alerts, recommendations, or instructions to act. Educational analytics, valuation models, episode trackers, sentiment scores, backtested returns, pattern scanners, and forward-return statistics are illustrative tools for general market research and pedagogy, not personalized advice.

Not Tailored to Your Situation. All tools, indicators, courses, software, and algorithms are intended to support general market education and research. They are not tailored to any individual’s financial situation, investment objectives, time horizon, liquidity needs, tax position, or risk tolerance. Whether any feature, idea, or output is appropriate for you is a determination only you and your own licensed advisors can make.

Past Performance. Past performance of any strategy, tool, model, signal, episode statistic, backtest, projection, simulation, or third-party reference is not indicative of and does not guarantee future results. Forward-looking projections, Monte-Carlo simulations, and probability estimates are inherently uncertain and may differ materially from actual outcomes. Hypothetical and backtested performance results have inherent limitations and do not represent actual trading.

Investment Risk. All investing in securities, derivatives, options, futures, cryptocurrencies, and other financial instruments involves substantial risk, including the possible total loss of principal. You should not invest funds you cannot afford to lose. Options and derivatives can lose 100% of premium and may carry obligations beyond initial investment. Cryptocurrencies can lose nearly all value and trade in unregulated venues.

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