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--- public:t-713-mers:mers-25:task_theory [2025/09/02 08:13] – [Task Teory] leonard
+++ public:t-713-mers:mers-25:task_theory [2025/09/02 08:17] (current) – [Why Task Theory Matters for Empirical Reasoning] leonard
@@ Line 86: / Line 86: @@
 |  For Engineering (Agent & System Design)  | Allows construction of benchmarks that measure **generality** (performance across task classes), not just single skills. Supports systematic curricula for training agents. |
 |  For Empirical Evaluation (ERS Core)  | Clarifies whether failure is due to the **task** (high intricacy, under-specified goals) or the **agent** (limited sensors, reasoning). Enables falsifiable claims about system capability. |
-|  Reflection  | In ERS, intelligence boils down to: *Given a formally defined task, how well does an agent reason about it empirically, under uncertainty and constraints?* Task theory provides the shared language to answer this. |
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