From bcf1935a07e2083cbed29d13a578f9055604fd27 Mon Sep 17 00:00:00 2001 From: Teleo Agents Date: Tue, 10 Mar 2026 19:36:51 +0000 Subject: [PATCH] theseus: extract claims from 2015-03-00-friston-active-inference-epistemic-value.md - Source: inbox/archive/2015-03-00-friston-active-inference-epistemic-value.md - Domain: ai-alignment - Extracted by: headless extraction cron Pentagon-Agent: Theseus --- .../2015-03-00-friston-active-inference-epistemic-value.md | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/inbox/archive/2015-03-00-friston-active-inference-epistemic-value.md b/inbox/archive/2015-03-00-friston-active-inference-epistemic-value.md index 9b6b49dc..ead0d12f 100644 --- a/inbox/archive/2015-03-00-friston-active-inference-epistemic-value.md +++ b/inbox/archive/2015-03-00-friston-active-inference-epistemic-value.md @@ -7,9 +7,14 @@ date: 2015-03-00 domain: ai-alignment secondary_domains: [collective-intelligence, critical-systems] format: paper -status: unprocessed +status: null-result priority: high tags: [active-inference, epistemic-value, information-gain, exploration-exploitation, expected-free-energy, curiosity, epistemic-foraging] +processed_by: theseus +processed_date: 2025-03-10 +enrichments_applied: ["structured-exploration-protocols-reduce-human-intervention-by-6x-because-the-Residue-prompt-enabled-5-unguided-AI-explorations-to-solve-what-required-31-human-coached-explorations.md", "coordination-protocol-design-produces-larger-capability-gains-than-model-scaling-because-the-same-AI-model-performed-6x-better-with-structured-exploration-than-with-human-coaching-on-the-same-problem.md"] +extraction_model: "anthropic/claude-sonnet-4.5" +extraction_notes: "Foundational paper on epistemic value in active inference. Extracted three claims: (1) epistemic foraging as Bayes-optimal behavior, (2) deliberate vs habitual mode governed by uncertainty, (3) confirmation bias as signal of suboptimal foraging. Enriched two existing claims about structured exploration protocols with theoretical grounding from active inference framework. All three new claims are immediately operationalizable for agent architecture: epistemic value targeting, domain maturity assessment, confirmation bias detection." --- ## Content -- 2.45.2