Medium

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Arifa Khan

Arifa Khan

·

14h ago

The Post-Quantum Migration Gap: Adding a New Key Doesn’t Retire the Old One

The Post-Quantum Migration Gap: Adding a New Key Doesn’t Retire the Old One

The Post-Quantum Migration Gap: Adding a New Key Doesn’t Retire the Old One

Arifa Khan

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Nov 3

A decade in Indian Crypto, and What I’ve Learned About Trust That I’m Now Proving in Code

A decade in crypto trust

A decade in Indian Crypto, and What I’ve Learned About Trust That I’m Now Proving in Code

Arifa Khan

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Sep 18

A Formal Model of Relationship Compatibility

A relational model

A Formal Model of Relationship Compatibility

Arifa Khan

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May 11

the trust deficit in capital markets

Capital markets are not fundamentally trading systems.

the trust deficit in capital markets

Arifa Khan

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Apr 20

The Strait of DeFi!

Here is the Safety Checklist LayerZero Needed.

The Strait of DeFi!

Arifa Khan

·

Apr 13

When Models Mistake Approval for Evidence: Epistemic Independence in Language Models

Keywords: sycophancy, epistemic independence, RLHF, social influence, corrigibility, reasoning integrity, AI reliability, Autonomy Gradient

When Models Mistake Approval for Evidence: Epistemic Independence in Language Models

Arifa Khan

·

Sep 8, 2025

Fund Fabric MVP Demonstrated at ETH Istanbul 2025: Building Institutional-Grade Privacy…

At ETH Istanbul 2025, we demonstrated Fund Fabric — a privacy-preserving portfolio infrastructure that enables institutions to prove…

Arifa Khan

·

Aug 19, 2025

Why Protecting Human Identity Matters in the Age of AI

AI is learning to imitate humans. Quantum computers are learning to break codes we have long relied on. Together, they are reshaping the…

Why Protecting Human Identity Matters in the Age of AI

Arifa Khan

·

Aug 13, 2025

Perplexity bid to acquire google chrome — My analysis

Perplexity’s $34B Google Chrome Acquisition — A Digital Monopoly Threat

Arifa Khan

·

Aug 9, 2025

The Illusion of Private AI: When Genius Becomes the Product

The double jeopardy we willingly bargain for

Arifa Khan

Arifa Khan

Founder Architect of REPUTATION CIRCULATION STANDARD (RCS) for post-AGI economics and Decentralised Capital Markets (FUND MANAGEMENT LAYER)

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