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Ideas & Reflections
Notes on AI systems, product thinking, and building useful tools that earn trust.

AIJanuary 14, 20264 min read
AI Security: The Hidden Threats in AI Guardrails
Why AI guardrails are not a complete defense, and what product builders should think about when deploying agentic systems with real permissions.
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Product ThinkingNovember 7, 20254 min read
Three Takeaways on Agentic AI from the Tech + Society Conference
Reflections from the UCLA Anderson Tech + Society Conference on product quality, AI infrastructure, trust, and the skill shifts agentic systems are accelerating.
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Product ThinkingNovember 7, 20253 min read
AI-Native Thinking: Lessons from the Tech & Society Conference
Reflections on API readiness, evals, experimentation, and psychological safety from a UCLA Anderson Easton Technology Management Center session on AI-native organizations.
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Personal NotesSeptember 6, 20253 min read
Starting My MBA Journey at UCLA Anderson
Reflections from my first quarter in UCLA Anderson’s Full-Time MBA program, from challenge-course teamwork to product development and tech strategy coursework.
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