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"AI Doesn't Stand for Artificial Intelligence" — Venkat Subramaniam's Take Will Change How You Think About It

May 12, 2026 · 53 min

Show notes

Is AI actually intelligent — or just very fast at guessing based on bad data?

Venkat Subramaniam, 40-year programming veteran, educator, and co-founder of Arc of AI, joins the AI Native Dev Podcast to share a perspective that cuts through the hype: AI stands for Accelerated Inference — not Artificial Intelligence. And that reframe changes everything about how developers should use it.

In this episode, Venkat unpacks why the speed of AI generation has outpaced our ability to review it, why you can delegate work to AI but never your reputation, and tells the story of a $2 million feature that got cancelled with one simple question: "Why are we building this?"

🔑 Topics covered:

— Why "Accelerated Inference" is a more honest name for AI

— The code quality crisis AI has inherited from decades of bad human code

— Accountability, lawsuits, and professional responsibility in the AI era

— What makes a senior developer

— and why AI widens that gap

— The one question that should precede every feature decision

— Why vibe coding is the most overrated AI trend right now

🎙️ Guest: Venkat Subramaniam — author, educator, and co-creator of Arc of AI

🎙️ Host: Simon Maple

📅 Recorded live at Arc of AI, Austin

🔔 Subscribe for weekly conversations with practitioners (not vendors) building with AI.

🎧 Listen on Spotify / Apple Podcasts — search "AI Native Dev"

🌐 Community & events: tessl.io/community

All episodes of The AI Native Dev – from Copilot today to AI Native Software Development tomorrow

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