From f128e250cdc8bc72b0bfc63d1e7ffb791b485087 Mon Sep 17 00:00:00 2001 From: Teleo Agents Date: Wed, 18 Mar 2026 16:07:32 +0000 Subject: [PATCH] extract: 2026-02-00-choudary-hbr-ai-coordination-not-automation Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA> --- ...ry-hbr-ai-coordination-not-automation.json | 38 +++++++++++++++++++ ...dary-hbr-ai-coordination-not-automation.md | 13 ++++++- 2 files changed, 50 insertions(+), 1 deletion(-) create mode 100644 inbox/queue/.extraction-debug/2026-02-00-choudary-hbr-ai-coordination-not-automation.json diff --git a/inbox/queue/.extraction-debug/2026-02-00-choudary-hbr-ai-coordination-not-automation.json b/inbox/queue/.extraction-debug/2026-02-00-choudary-hbr-ai-coordination-not-automation.json new file mode 100644 index 00000000..226712d2 --- /dev/null +++ b/inbox/queue/.extraction-debug/2026-02-00-choudary-hbr-ai-coordination-not-automation.json @@ -0,0 +1,38 @@ +{ + "rejected_claims": [ + { + "filename": "ai-economic-value-comes-from-coordination-not-automation-because-translation-costs-exceed-task-automation-gains.md", + "issues": [ + "missing_attribution_extractor" + ] + }, + { + "filename": "ai-enables-coordination-without-consensus-by-performing-dynamic-translation-between-incompatible-systems.md", + "issues": [ + "missing_attribution_extractor" + ] + } + ], + "validation_stats": { + "total": 2, + "kept": 0, + "fixed": 8, + "rejected": 2, + "fixes_applied": [ + "ai-economic-value-comes-from-coordination-not-automation-because-translation-costs-exceed-task-automation-gains.md:set_created:2026-03-18", + "ai-economic-value-comes-from-coordination-not-automation-because-translation-costs-exceed-task-automation-gains.md:stripped_wiki_link:coordination-protocol-design-produces-larger-capability-gain", + "ai-economic-value-comes-from-coordination-not-automation-because-translation-costs-exceed-task-automation-gains.md:stripped_wiki_link:AI-alignment-is-a-coordination-problem-not-a-technical-probl", + "ai-economic-value-comes-from-coordination-not-automation-because-translation-costs-exceed-task-automation-gains.md:stripped_wiki_link:AI-agent-orchestration-that-routes-data-and-tools-between-sp", + "ai-enables-coordination-without-consensus-by-performing-dynamic-translation-between-incompatible-systems.md:set_created:2026-03-18", + "ai-enables-coordination-without-consensus-by-performing-dynamic-translation-between-incompatible-systems.md:stripped_wiki_link:AI-alignment-is-a-coordination-problem-not-a-technical-probl", + "ai-enables-coordination-without-consensus-by-performing-dynamic-translation-between-incompatible-systems.md:stripped_wiki_link:pluralistic-alignment-must-accommodate-irreducibly-diverse-v", + "ai-enables-coordination-without-consensus-by-performing-dynamic-translation-between-incompatible-systems.md:stripped_wiki_link:some-disagreements-are-permanently-irreducible-because-they-" + ], + "rejections": [ + "ai-economic-value-comes-from-coordination-not-automation-because-translation-costs-exceed-task-automation-gains.md:missing_attribution_extractor", + "ai-enables-coordination-without-consensus-by-performing-dynamic-translation-between-incompatible-systems.md:missing_attribution_extractor" + ] + }, + "model": "anthropic/claude-sonnet-4.5", + "date": "2026-03-18" +} \ No newline at end of file diff --git a/inbox/queue/2026-02-00-choudary-hbr-ai-coordination-not-automation.md b/inbox/queue/2026-02-00-choudary-hbr-ai-coordination-not-automation.md index bbcceeae..ba0b5c5b 100644 --- a/inbox/queue/2026-02-00-choudary-hbr-ai-coordination-not-automation.md +++ b/inbox/queue/2026-02-00-choudary-hbr-ai-coordination-not-automation.md @@ -7,9 +7,13 @@ date: 2026-02-01 domain: ai-alignment secondary_domains: [] format: article -status: unprocessed +status: null-result priority: high tags: [coordination, automation, translation-costs, AI-value, misallocation, platform-strategy, economic-payoff] +processed_by: theseus +processed_date: 2026-03-18 +extraction_model: "anthropic/claude-sonnet-4.5" +extraction_notes: "LLM returned 2 claims, 2 rejected by validator" --- ## Content @@ -56,3 +60,10 @@ PRIMARY CONNECTION: [[coordination protocol design produces larger capability ga WHY ARCHIVED: Provides the economic theory for WHY automation-focused AI deployment is suboptimal — the real value is in coordination. This reframes the overshoot problem as misallocation not just excess. EXTRACTION HINT: Extract the "translation costs" concept and the coordination-vs-automation value claim. Scope carefully: Choudary's argument is about where economic value is largest, not about alignment implications — Theseus should make the alignment connection explicit in extraction. + + +## Key Facts +- Tractable processed approximately $7 billion in insurance claims by 2023 +- Sangeet Paul Choudary is a C-level AI and platform strategy advisor, UC Berkeley senior fellow, and Thinkers50 Strategy Award 2025 recipient +- Choudary identifies three incumbent strategies for the coordination era: become the translation layer, double down on accountability, or fragment and tax +- Project44 in logistics and Maersk's integrated logistics model are cited as examples of incumbent adaptation strategies