Most people think AI started in 2022. Sai Prakash was studying it in 1996, on a 175 megahertz machine, during the years the field went quiet.
That thirty-year vantage point is the reason this conversation is useful to anyone who is being asked to make AI decisions without an engineering background. Sai explains what actually changed, what did not, and why the real limitation was never processing power.
Host Ralph E. Owens II and co-host Terry Baylor open the first conversation in an ongoing series with Sai Prakash, CTO and co-founder of MindStaq. He holds a Master of Science in Mathematics and Computer Science from Sri Sathya Sai Institute of Higher Learning and completed entrepreneurship study at The Wharton School, after six years at Microsoft and roles at Thomson Reuters and Agility.
The argument is simple and it cuts against most of what you are being sold. Hardware compounded for three decades while software stayed frozen in the same three file formats. Your tools have never known who you are or what you have already done. That gap, not raw capability, is what was holding everything back.
If you are grading AI on what it can produce, you are grading the wrong thing. Grade it on what it knows about your work.
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WHAT YOU WILL LEARN
Why AI feels sudden when it has actually been compounding since the 1990s
What the AI winter was and why it matters to a leader today
How Isaac Asimov's human-first frame works as a governance posture
Why your professional knowledge is scattered across systems that cannot retrieve it
The one question a non-technical leader can ask in any AI conversation
What Asimov warned about anti-intellectualism, and why leaders are managing inside it now
CHAPTERS
00:00 — Cold Open and Introductions
00:51 — Meet Sai Prakash, CTO and Co-Founder of MindStaq
01:44 — Studying AI in India in 1996
03:50 — The AI Winter and Why It Actually Happened
06:01 — Where That 1996 Class Ended Up
07:14 — Isaac Asimov and the Three Laws of Robotics
11:02 — Why AI Was Always Meant to Serve People
13:43 — The Prediction Asimov Made About Influence and Expertise
16:06 — Where the Name MindStaq Came From
19:04 — Your Digital Self Is Scattered and Unreachable
ABOUT THE SHOW
The Leadership Sovereignty Podcast is hosted by Ralph E. Owens II and co-hosted by Terry Baylor. Every episode is built to close the gap between what professionals are taught and what actually determines whether they advance.
More from Sai Prakash: https://www.leadershipsovereignty.com/guests/sai-prakash/
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