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Safety Can’t Be Negotiable: AI Governance, EdTech Risk and Structural Guardrails

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Priten Soundar-Shah on Why AI Guardrails in Education Must Be Built In, Not Bolted On

Priten Soundar-Shah is an educator, philosopher, and entrepreneur at the intersection of technology and education. As CEO of Pedagogy Ventures, he leads three nonprofits focused on ed-tech ethics, civics education, and critical thinking instruction. He teaches courses on the Ethics of Ed Tech, Family & Society, and Epistemic Justice at College Unbound, and holds a B.A. in Philosophy and an M.Ed. in Education Policy and Management, both from Harvard.
He is the author of AI & The Future of Education (Wiley, 2023) and the forthcoming Ethical Ed Tech: How Educators Can Lead on AI and Digital Safety in K-12.

Priten Soundar-Shah

CEO, Pedagogy Ventures

The following conversation was developed through CloudTweaks’ Adaptive Interview Program.

My name is Priten. I'm an educator, philosopher, and entrepreneur working at the intersection of...

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Mercedes-AMG’s first ground-up SUV is a 1,150hp electric beast

Earlier this year, Mercedes’ AMG performance brand grabbed our attention with the GT four-door coupe, a souped-up sports sedan with three axial flux motors delivering over 1,150 horsepower. Well, now meet its beefier cousin, the 2028 Mercedes-AMG GT SUV, an equally powerful, ultra-fast-charging electric people-hauler. The AMG GT SUV

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‘The premium market is dominated by two brands; I believe consumers would be interested in a third’: Oppo’s European CEO has a plan for narrowing the smartphone sales gap with Apple and Samsung — and chatbots like ChatGPT could hold the key

Recent data published by Counterpoint Research paints a bleak picture of the smartphone industry as it stands today. Q3 2026 (that’s the period between July and September) marked the lowest Q3 for smartphone sales in 14 years, with challenger brands like Oppo, Xiaomi, and Vivo all experiencing declines in

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I spent two weeks with those wacky headphone-loudspeaker hybrids, but they're the easiest 'pass' recommendation in a long time

I’ll give it to TDM: the Neo is a fun idea, and the company has really tried in the execution of it, with some neat in-box extras. Unfortunately, it really doesn’t work: the Neo sounds pretty awful however you use the product, lacking bass in speaker mode and

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Elon Musk settles lawsuits over $1 million voter giveaway

Plaintiffs claiming Musk’s $1 million voter lottery was a fraud are settling for an undisclosed sum. by Terrence O'Brien Oct 17, 2026, 4:39 PM UTC Image: Cath Virginia / The Verge, Getty Images Terrence O'Brien is the Verge’s weekend editor. He’s covered the

Priten Soundar-Shah on Why AI Guardrails in Education Must Be Built In, Not Bolted On

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Mercedes-AMG’s first ground-up SUV is a 1,150hp electric beast

‘The premium market is dominated by two brands; I believe consumers would be interested in a third’: Oppo’s European CEO has a plan for narrowing the smartphone sales gap with Apple and Samsung — and chatbots like ChatGPT could hold the key

I spent two weeks with those wacky headphone-loudspeaker hybrids, but they're the easiest 'pass' recommendation in a long time

Elon Musk settles lawsuits over $1 million voter giveaway