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Pavan Dev Singh Charak

Delhi, India

Founder building deterministic decision infrastructure, Decision Integrity • Deterministic Replay • AI Governance

Pavan Dev Singh Charak Points
Academic 0
Author 4
Influencer 62
Speaker 0
Entrepreneur 0
Total 66

Points based upon Thinkers360 patent-pending algorithm.

Thought Leader Profile

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AI Governance 30.95

Industry Experience

Publications & Experience

4 Article/Blogs
The AI didn’t decide and that’s the real risk
Linkedin
February 04, 2026
An AI system denied someone a loan last week, and while the outcome itself was not unusual in a world increasingly mediated by automated decisions, what followed exposed something far more troubling: no one inside the organization could fully explain why the decision happened, no one could reproduce the exact logic that led to it, and no one could clearly point to where accountability truly lived, because the final answer collapsed into a familiar but dangerous phrase “that’s what the model output.”

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Tags: AI Governance

Announcing Deterministic Governance Systems
Linkedin
February 01, 2026
Over the last few months, I’ve been working on a research initiative focused on a single problem:

Modern software systems increasingly exercise real authority, but lack any formal structure for governing that authority.

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Tags: AI Governance

Why I built a control-first GenAI platform
Linkedin
January 23, 2026
It’s fast. It’s powerful. And it’s dangerous.

There is no control plane. No risk boundaries. No evidence validation. No human accountability.

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Tags: AI Governance

The dangerous comfort of commoditized skills
Linkedin
January 23, 2026
Every time a new technology becomes mainstream, the first question we ask is whether its commoditization is good or bad, but I’ve started to believe that this question itself is incomplete, because the real damage is not caused by technology becoming accessible , it is caused by how humans misread the signals that commoditization sends, and then build entire career decisions on those misinterpretations.

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Tags: AI Governance

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Pavan Dev Singh Charak


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