Medium

Suny Choudhary

Suny Choudhary

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Sep 3

Inside the OpenAI-Hugging Face AI Cyber Incident

A frontier OpenAI model broke out of a sandbox, chained two zero-days across two companies, and breached Hugging Face’s production systems…

Inside the OpenAI-Hugging Face AI Cyber Incident

Suny Choudhary

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Aug 14

How to Read a Shadow AI Discovery Scan (Sort by Risk, Not User Count)

A Shadow AI discovery scan should be read as a risk assessment rather than an adoption report. While the number of users helps…

How to Read a Shadow AI Discovery Scan (Sort by Risk, Not User Count)

Suny Choudhary

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Aug 14

What Belongs in an Enterprise AI Approval Standard? The 5 Criteria

An AI approval standard is a structured framework organizations use to evaluate whether an AI tool meets their security, privacy…

What Belongs in an Enterprise AI Approval Standard? The 5 Criteria

Suny Choudhary

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Jul 31

How to Brief Your Board on AI Risk in 3 Numbers

Adoption, exposure, and control effectiveness — the only three metrics a director needs to know if governance is keeping pace with AI

How to Brief Your Board on AI Risk in 3 Numbers

Suny Choudhary

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Jul 22

Is Your AI Tool High-Risk Under the EU AI Act? A 3-Question Test

A practical classification framework and what the EU’s 2026 Digital Omnibus actually changed about your deadline

Is Your AI Tool High-Risk Under the EU AI Act? A 3-Question Test

Suny Choudhary

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Jul 20

Personal vs Enterprise AI Accounts: Why “Approved” Isn’t “Safe”

Your company approved AI. It didn’t approve the account your employees are actually using.

“Approved AI isn’t safe AI — comparison graphic showing a personal AI account with no SSO or audit log versus an enterprise AI account with SSO, audit logs, and governance, on a dark indigo LangProtect-branded background.”

Suny Choudhary

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Jul 8

What Are Employees Actually Pasting Into AI? A Breakdown of the Data Security Risk

Employees are using AI to summarize, write, debug, and analyze work faster, but the context they paste often includes customer data, source…

What Are Employees Actually Pasting Into AI? A Breakdown of the Data Security Risk

Suny Choudhary

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Jun 30

WhatsApp Is Hiding Phone Numbers. AI Tools Should Learn the Same Privacy Lesson.

WhatsApp’s username feature reduces unnecessary phone number exposure. Enterprise AI needs the same mindset for prompts, files…

Editorial illustration showing phone number privacy in messaging on one side and sensitive data minimization before AI processing on the other, representing the privacy principle of exposing less by default.

Suny Choudhary

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Jun 25

Shadow AI and the 247-Day Breach Lifecycle: Why Visibility Matters

Shadow AI often hides inside browsers, extensions, meeting tools, copilots, and employee workflows. Without visibility, risky AI usage can…

Premium editorial illustration showing hidden Shadow AI tools such as chatbots, browser extensions, meeting assistants, and copilots being detected through an enterprise visibility layer over a 247-day risk timeline.

Suny Choudhary

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Jun 24

Can You Delete Data from an LLM? Machine Unlearning vs GDPR Article 17

Deleting a database record is straightforward. Removing the influence of that data from a trained LLM is a much harder technical, legal…

Can You Delete Data from an LLM? Machine Unlearning vs GDPR Article 17

Suny Choudhary

Suny Choudhary

CEO & Co-Founder of LangProtect. I build security for AI-first companies; stopping prompt injection, data leaks, and Shadow AI.

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