From 8c6e32179bdd9a87df9dd2c2eb1f5137293b4fb2 Mon Sep 17 00:00:00 2001 From: Theseus Date: Tue, 10 Mar 2026 19:37:37 +0000 Subject: [PATCH] theseus: extract claims from 2015-03-00-friston-active-inference-epistemic-value (#181) Co-authored-by: Theseus Co-committed-by: 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 9b6b49d..ead0d12 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