diff --git a/entities/ai-alignment/reflection-ai.md b/entities/ai-alignment/reflection-ai.md
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+# Reflection AI
+
+**Type:** AI research lab
+**Founded:** March 2024
+**Founders:** Misha Laskin and Ioannis Antonoglou (former Google DeepMind researchers)
+**Backing:** NVIDIA
+**Valuation:** $25B (as of May 2026 negotiations)
+**Status:** Active, no publicly released models
+
+## Overview
+
+Reflection AI is a frontier AI lab committed to open-weight model development. Despite having released zero AI models publicly, the company received Pentagon IL7 clearance in May 2026 for deployment on classified military networks.
+
+## Timeline
+
+- **2024-03** — Founded by Misha Laskin and Ioannis Antonoglou, former Google DeepMind researchers
+- **2026-05-01** — Received Pentagon IL7 clearance for classified network AI deployment alongside AWS, Google, Microsoft, NVIDIA, OpenAI, SpaceX, and Oracle, despite having released no models
+- **2026-05** — Negotiating at $25B valuation with zero deployed products
+
+## Significance
+
+Reflection AI represents a case study in governance architecture preference over capability demonstration. The DoD's IL7 pre-commitment to a zero-model company reveals that procurement decisions are selecting governance architecture (open-weight commitment) rather than assessed capabilities or security track record. The $25B valuation is entirely based on future open-weight commitment plus founding team pedigree, with DoD agreement implicitly endorsing this valuation before any product exists.
+
+## Sources
+
+- Breaking Defense, Defense One, Winbuzzer, TechCrunch, Nextgov/FCW (May 2026)
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diff --git a/inbox/queue/2026-05-07-reflection-ai-zero-models-il7-precommitment.md b/inbox/archive/ai-alignment/2026-05-07-reflection-ai-zero-models-il7-precommitment.md
similarity index 97%
rename from inbox/queue/2026-05-07-reflection-ai-zero-models-il7-precommitment.md
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@@ -7,10 +7,13 @@ date: 2026-05-01
 domain: ai-alignment
 secondary_domains: []
 format: thread
-status: unprocessed
+status: processed
+processed_by: theseus
+processed_date: 2026-05-07
 priority: medium
 tags: [reflection-ai, open-weight, il7, pentagon, dod-doctrine, no-models-released, precommitment, alignment-governance]
 intake_tier: research-task
+extraction_model: "anthropic/claude-sonnet-4.5"
 ---
 
 ## Content