Sahin Boydas
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AI Ethics and Regulation

AI governance, bias mitigation, regulatory frameworks, responsible AI practices

111 articles·5 content types
Audience

Policy makers, AI researchers, responsible tech advocates, founders

Pain Points

Regulatory fragmentation, bias detection, transparency requirements, compliance costs

Subtopics
AI biasdata privacyalgorithmic transparencyAI regulationethical AI design
Opinion2026-03-14

AI Regulation in 2027: 3 Predictions From a Serial Entrepreneur

Having lived through the dot-com bust, the mobile revolution, and now the AI explosion, I've learned to see around corners. The current AI regulation is just the beginning. I'm sharing my 3 bold predictions for the 2027 regulatory landscape and how to prepare now.

How-To2026-02-28

How to Conduct an AI Alignment Audit (The Counterintuitive Guide)

Forget the standard AI alignment checklists. They don't work. After auditing dozens of models, I've developed a counterintuitive method that actually surfaces deep alignment issues. I'll walk you through my exact 3-step process for finding what others miss.

Opinion2026-02-20

The Truth About AI Bias: 7 Shocking Stats

We just completed a massive audit of 100+ production AI models, and the results on bias are staggering. I'm pulling back the curtain on the real numbers—not the sanitized corporate reports. This is what hidden bias actually looks like in the wild.

Opinion2026-02-13

Nobody Talks About the Real Cost of AI Safety. Until Now.

The real cost of AI safety is people and culture, not tooling: what red teams, reviews and slower launches cost, and how AI startups can budget for it.

Opinion2026-01-27

The Truth About AI Bias: 7 Shocking Stats

We just completed a massive audit of 100+ production AI models, and the results on bias are staggering. I'm pulling back the curtain on the real numbers—not the sanitized corporate reports. This is what hidden bias actually looks like in the wild.

Opinion2026-01-18

AI Ethics Frameworks: What Actually Works

I chased complex AI ethics frameworks for half a decade, getting it all wrong. I'm sharing my painful journey from buzzword-chasing to building responsible AI that ships. This is the stuff nobody tells you about the gap between theory and reality.

List2026-01-15

7 Lessons on EU AI Act Compliance

Seven non-obvious lessons on making an AI product comply with the EU AI Act: risk tiers, documentation, data rules and the costs founders underestimate.

List2026-01-12

7 Lessons on EU AI Act Compliance

Seven non-obvious lessons on making an AI product comply with the EU AI Act: risk tiers, documentation, data rules and the costs founders underestimate.

Opinion2025-12-24

CaseMark — Portfolio Company | Angel Investment by Sahin Boydas

AI-powered legal document analysis and case management for law firms.

Opinion2025-12-20

Why Most Founders Get AI Regulation Completely Wrong

Everyone is panicking about the EU AI Act, but they're focusing on the wrong things. As a founder who's navigated three major regulatory shifts, I'll tell you why the real threat isn't compliance—it's something far more insidious. This is my counterintuitive guide to surviving the new AI rulebook.

Opinion2025-11-29

Inside an AI Red-Teaming Exercise

Inside an AI red-teaming exercise: how a team of hackers probes a model, the vulnerabilities they typically find, and how to fix them before launch.

How-To2025-11-25

How to Conduct an AI Alignment Audit (The Counterintuitive Guide)

I've audited dozens of AI models, and I can tell you that the standard checklists are useless. I've developed my own method for finding the real alignment issues. I'll walk you through it.

Opinion2025-11-23

Why Most Founders Get AI Regulation Completely Wrong

Everyone is panicking about the EU AI Act, but they're focusing on the wrong things. As a founder who's navigated three major regulatory shifts, I'll tell you why the real threat isn't compliance—it's something far more insidious. This is my counterintuitive guide to surviving the new AI rulebook.

Opinion2025-11-14

Why Most Founders Get AI Regulation Completely Wrong

Everyone is panicking about the EU AI Act, but they're focusing on the wrong things. As a founder who's navigated three major regulatory shifts, I'll tell you why the real threat isn't compliance—it's something far more insidious. This is my counterintuitive guide to surviving the new AI rulebook.

Opinion2025-10-30

AI Ethics Frameworks: What Actually Works

I chased complex AI ethics frameworks for half a decade, getting it all wrong. I'm sharing my painful journey from buzzword-chasing to building responsible AI that ships. This is the stuff nobody tells you about the gap between theory and reality.

Opinion2025-10-29

Why Most Founders Get AI Regulation Completely Wrong

Everyone is panicking about the EU AI Act, but they're focusing on the wrong things. As a founder who's navigated three major regulatory shifts, I'll tell you why the real threat isn't compliance—it's something far more insidious. This is my counterintuitive guide to surviving the new AI rulebook.

Opinion2025-10-23

Inside an AI Red-Teaming Exercise

Inside an AI red-teaming exercise: how a team of hackers probes a model, the vulnerabilities they typically find, and how to fix them before launch.

Opinion2025-10-15

AI Ethics Frameworks: What Actually Works

I chased complex AI ethics frameworks for half a decade, getting it all wrong. I'm sharing my painful journey from buzzword-chasing to building responsible AI that ships. This is the stuff nobody tells you about the gap between theory and reality.

List2025-10-12

7 Lessons on EU AI Act Compliance

Seven non-obvious lessons on making an AI product comply with the EU AI Act: risk tiers, documentation, data rules and the costs founders underestimate.

List2025-10-12

7 Lessons on EU AI Act Compliance

Seven non-obvious lessons on making an AI product comply with the EU AI Act: risk tiers, documentation, data rules and the costs founders underestimate.