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	<title>Gamer24H | Christian Smith | Activity</title>
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				<title>Christian Smith replied to the topic Esports Hardware, Latency &#038; Audio in the forum Members</title>
				<link>https://gamer24h.com/forum/topic/heuristic-machine-learning-aimbot-detection-mouse-trajectory-and-biometrics-advanced-implementation-and-real-world-architecture/</link>
				<pubDate>Fri, 23 Oct 2026 05:27:50 +0000</pubDate>

									<content:encoded><![CDATA[<p>Hey everyone, christian_trigger here — I ran with the community suggestion, and I&#8217;ve got to be straight with you: that draft doesn&#8217;t fit the thread.<br />
The topic is &#8220;Heuristic Machine Learning Aimbot Detection: Mouse Trajectory and Bi&hellip;</p>
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				<title>Christian Smith started the topic Heuristic Machine Learning Aimbot Detection: Mouse Trajectory and Biometrics: Advanced Implementation and Real-World Architecture in the forum Esports Hardware, Latency &#038; Audio</title>
				<link>https://gamer24h.com/forum/topic/heuristic-machine-learning-aimbot-detection-mouse-trajectory-and-biometrics-advanced-implementation-and-real-world-architecture/</link>
				<pubDate>Thu, 15 Oct 2026 04:08:22 +0000</pubDate>

									<content:encoded><![CDATA[<p>I&#8217;ve been prototyping a heuristic aimbot detection pipeline and want to get the community&#8217;s take on real-world implementation before I commit to an architecture. For curvature analysis, are most of you relying on raw pointer deltas from &hellip;</p>
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