From 184cba0ec845fa253a7c8a70bb989b1acc8ae711 Mon Sep 17 00:00:00 2001 From: Thomas Hallock Date: Sun, 14 Dec 2025 13:56:38 -0600 Subject: [PATCH] fix(blog): correct misleading claim about BKT feeding problem generation MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit BKT estimates power the Skills Dashboard display only. Problem generation uses separate fluency states (effortless/fluent/rusty/practicing) from PlayerSkillMastery records, not BKT P(known) estimates. 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude --- apps/web/content/blog/conjunctive-bkt-skill-tracing.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/apps/web/content/blog/conjunctive-bkt-skill-tracing.md b/apps/web/content/blog/conjunctive-bkt-skill-tracing.md index 294b8436..645d6afa 100644 --- a/apps/web/content/blog/conjunctive-bkt-skill-tracing.md +++ b/apps/web/content/blog/conjunctive-bkt-skill-tracing.md @@ -237,7 +237,7 @@ const newPKnown = oldPKnown * (1 - evidenceWeight) + bktUpdate * evidenceWeight ## Automaticity-Aware Problem Generation -The BKT estimates feed back into problem generation. We budget problem complexity based on the student's current pattern automaticity. +Separately from BKT (which powers the Skills Dashboard), we budget problem complexity based on the student's fluency state for each pattern. ### Complexity Costing