https://alanpruitt.com/tags/privacy-first-telemetry/Recent content in Privacy-First Telemetry on Coach AlanHugoen-USThu, 06 Aug 2026 00:00:00 +0000https://alanpruitt.com/essays/09-immutable-learning-analytics/Thu, 06 Aug 2026 00:00:00 +0000https://alanpruitt.com/essays/09-immutable-learning-analytics/<!-- ========================================================================= LANG: ENGLISH ========================================================================= --> <div data-lang="en"> <h2 id="immutable-learning-analytics--privacy-first-telemetry">Immutable Learning Analytics &amp; Privacy-First Telemetry</h2> <p>Higher education’s current approach to learning analytics is fundamentally flawed. In the rush to monitor student engagement, institutions have built intrusive surveillance apparatuses—relying on heavy Learning Management System (LMS) trackers, proprietary cookies, and third-party data aggregators. These systems monetize or hoard behavioral data while offering educators remarkably little actionable pedagogical insight.</p> <p>When curriculum is engineered as code, learning analytics must evolve from passive surveillance to <strong>sovereign, privacy-first event telemetry</strong>.</p>