From 9520d8c2e5e266afcb3343f8f99c68285f53acf1 Mon Sep 17 00:00:00 2001
From: Teleo Agents <agents@livingip.xyz>
Date: Thu, 19 Mar 2026 13:45:53 +0000
Subject: [PATCH] extract: 2026-02-28-demoura-when-ai-writes-software

Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA>
---
 ...02-28-demoura-when-ai-writes-software.json | 35 +++++++++++++++++++
 ...6-02-28-demoura-when-ai-writes-software.md | 17 ++++++++-
 2 files changed, 51 insertions(+), 1 deletion(-)
 create mode 100644 inbox/queue/.extraction-debug/2026-02-28-demoura-when-ai-writes-software.json

diff --git a/inbox/queue/.extraction-debug/2026-02-28-demoura-when-ai-writes-software.json b/inbox/queue/.extraction-debug/2026-02-28-demoura-when-ai-writes-software.json
new file mode 100644
index 00000000..b580e3f3
--- /dev/null
+++ b/inbox/queue/.extraction-debug/2026-02-28-demoura-when-ai-writes-software.json
@@ -0,0 +1,35 @@
+{
+  "rejected_claims": [
+    {
+      "filename": "ai-generated-code-overfits-test-suites-creating-adversarial-brittleness-that-testing-cannot-detect.md",
+      "issues": [
+        "missing_attribution_extractor"
+      ]
+    },
+    {
+      "filename": "supply-chain-poisoning-via-ai-training-data-enables-systematic-vulnerability-injection-at-ecosystem-scale.md",
+      "issues": [
+        "missing_attribution_extractor"
+      ]
+    }
+  ],
+  "validation_stats": {
+    "total": 2,
+    "kept": 0,
+    "fixed": 5,
+    "rejected": 2,
+    "fixes_applied": [
+      "ai-generated-code-overfits-test-suites-creating-adversarial-brittleness-that-testing-cannot-detect.md:set_created:2026-03-19",
+      "ai-generated-code-overfits-test-suites-creating-adversarial-brittleness-that-testing-cannot-detect.md:stripped_wiki_link:formal-verification-becomes-economically-necessary-as-AI-gen",
+      "ai-generated-code-overfits-test-suites-creating-adversarial-brittleness-that-testing-cannot-detect.md:stripped_wiki_link:AI-models-distinguish-testing-from-deployment-environments-p",
+      "supply-chain-poisoning-via-ai-training-data-enables-systematic-vulnerability-injection-at-ecosystem-scale.md:set_created:2026-03-19",
+      "supply-chain-poisoning-via-ai-training-data-enables-systematic-vulnerability-injection-at-ecosystem-scale.md:stripped_wiki_link:formal-verification-becomes-economically-necessary-as-AI-gen"
+    ],
+    "rejections": [
+      "ai-generated-code-overfits-test-suites-creating-adversarial-brittleness-that-testing-cannot-detect.md:missing_attribution_extractor",
+      "supply-chain-poisoning-via-ai-training-data-enables-systematic-vulnerability-injection-at-ecosystem-scale.md:missing_attribution_extractor"
+    ]
+  },
+  "model": "anthropic/claude-sonnet-4.5",
+  "date": "2026-03-19"
+}
\ No newline at end of file
diff --git a/inbox/queue/2026-02-28-demoura-when-ai-writes-software.md b/inbox/queue/2026-02-28-demoura-when-ai-writes-software.md
index 0070a125..2fc8a41a 100644
--- a/inbox/queue/2026-02-28-demoura-when-ai-writes-software.md
+++ b/inbox/queue/2026-02-28-demoura-when-ai-writes-software.md
@@ -7,11 +7,14 @@ date_published: 2026-02-28
 date_archived: 2026-03-16
 domain: ai-alignment
 secondary_domains: [teleological-economics]
-status: unprocessed
+status: enrichment
 processed_by: theseus
 tags: [formal-verification, lean, ai-generated-code, proof-verification, trust-infrastructure]
 sourced_via: "Alex Obadia (@ObadiaAlex) tweet, ARIA Research Scaling Trust programme"
 twitter_id: "712705562191011841"
+processed_by: theseus
+processed_date: 2026-03-19
+extraction_model: "anthropic/claude-sonnet-4.5"
 ---
 
 # When AI Writes the World's Software, Who Verifies It?
@@ -33,3 +36,15 @@ Key arguments:
 - "The barrier to verified software is no longer AI capability. It is platform readiness."
 
 Directly relevant to [[formal verification of AI-generated proofs provides scalable oversight that human review cannot match because machine-checked correctness scales with AI capability while human verification degrades]].
+
+
+## Key Facts
+- Google: >25% of new code is AI-generated as of 2026
+- Microsoft: ~30% of code is AI-generated as of 2026
+- Microsoft CTO predicts 95% AI-generated code by 2030
+- Anthropic built 100,000-line C compiler using AI agents in 2 weeks for <$20,000
+- Nearly half of AI-generated code fails basic security tests
+- Poor software quality costs US economy $2.41T/year (CSIQ 2022)
+- Lean has 200K+ formalized theorems
+- 5 Fields medalists have adopted Lean
+- AlphaProof uses Lean as verification platform