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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

Portfolio Mix

Areas of Expertise

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.”

See publication

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.

See publication

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.

See publication

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.

See publication

Tags: AI Governance