https://mlbot.blog/tags/decision-theory/Recent content in Decision-Theory on mlbot.blogHugoen-USTue, 04 Aug 2026 16:02:29 +0530https://mlbot.blog/posts/when-projection-choice-matters/Tue, 04 Aug 2026 12:00:00 +0530https://mlbot.blog/posts/when-projection-choice-matters/<p>A Bayesian filter does not merely update a probability distribution. A resource-bounded filter also decides what that distribution will look like after the update: one Gaussian or several, aggressively merged or carefully preserved, cheap to carry or expensive to retain.</p>