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Merge pull request 'extract: 2026-02-00-choudary-hbr-ai-coordination-not-automation' (#1276) from extract/2026-02-00-choudary-hbr-ai-coordination-not-automation into main

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inbox/queue/.extraction-debug/2026-02-00-choudary-hbr-ai-coordination-not-automation.json Normal file
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@ -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"
}

13
inbox/queue/2026-02-00-choudary-hbr-ai-coordination-not-automation.md
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@ -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