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+# Allie Miller
+
+#entity
+
+## Summary
+
+Ex-Amazon AI leader; advises OpenAI / Google / Anthropic and Fortune 500s. Popularizes the idea of a **[[personal-ai-operating-system]]** — persistent context, reusable skills, and proactive scheduled agents.
+
+## Current Understanding
+
+Allie's thesis is that the durable advantage is *infrastructure*, not prompting: build foundation context docs once, layer composable skills and scheduled workflows, and every new model release "slots into a system you already understand." She stresses mindset (agency + taste) over expertise.
+
+## Evidence
+
+- Interview "In 1 Year, the Gap… Will Be Irreversible": 3 foundation docs, 4 Claude surfaces, "just complain," proactive workflows, 4-tier model of AI work, trust calibration — [[2026-07-14-gap-between-ai-users-irreversible]].
+- Self-reported setup: 36 proactive workflows, ~28 master agents, ~100 total agents; 2–10× productivity.
+
+## Related Pages
+
+- Concepts: [[personal-ai-operating-system]], [[skills-as-memory]], [[context-as-scarce-resource]], [[connections-as-moat]]
+- Tools: [[claude-code]]
+- Compare: [[konstantin]] (same skills-as-memory idea, engineering framing), [[theo-browne]]
+- Comparison: [[theo-konstantin-allie]] — three-lens side-by-side (Theo/Konstantin/Allie)
+
+## Contradictions / Uncertainty
+
+- Predicts near-term "self-learning models with real weight updates" — distinguished from today's memory-file retrieval. Forward-looking; Status: tentative.
+
+## Next Questions
+
+- Reusable templates for the Personal Constitution / Goals / Business Strategy docs? (Directly webinar-relevant.)