Research disclosures

OpenK Research publishes historical and conceptual research. It does not provide investment advice, does not manage money, and does not claim live performance.

Historical results are not live performance. Backtests involve assumptions about execution, costs, and data that can materially change outcomes.

Models can and do fail. Research presented here may be revised or retracted as new tests are run.

Nothing on this site is individualized investment advice, and no result should be read as a guarantee of future outcomes.

OpenK Research is not registered as an investment adviser with the U.S. Securities and Exchange Commission or the Texas State Securities Board, and nothing on this site should be construed as investment advice.

No content on this site is a recommendation, offer, or solicitation to buy, sell, or hold any security or to pursue any investment strategy. You are solely responsible for your own decisions and should consult a licensed professional before acting.

Forward-looking statements, including any reference to a possible pattern, gap, or opportunity, are inherently uncertain, reflect current views only, and may prove wrong. Past or hypothetical results do not indicate future performance.

Last updated: August 26, 2026.