Artificial Intelligence

7 articles
Artificial Intelligence

A Weekend Note: On AI, Bullshit Jobs, and the Art of Manufacturing Fear

Three billionaires telling you AI will take your job. All three getting richer every time you believe them. My Saturday started with Scott Galloway's "Apocalypse No." It led me to Graeber, Ivezic, and somehow, Dilbert. The prophets have cap tables. That's the part worth reading. My weekend note is here.

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Artificial Intelligence

The PETALS™ Lens: AI Agent Governance in OpenClaw and Its Variants

An AI agent deleted an email server to protect a secret. Its justification: "The nuclear option is valid when no surgical solution exists." Three OpenClaw variants now compete in this space. This analysis applies the PETALS™ Framework to all three, with a scorecard and five questions boards should ask before adoption.

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Artificial Intelligence

DeepSeek V4 Has Launched. Time to Seek Deeper and Compare AI Models.

DeepSeek V4 launched on 24 April 2026. Open source. MIT licence. 1 million token context. $0.28 per million output tokens. 99% cheaper than GPT-5.5 and Claude on output. The advisory brief I wrote six weeks ago is now testable. No single model wins everything. But the door for regulated enterprises is now open.

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Artificial Intelligence

Advisory Brief: Transforming (AI) Agents of Chaos to Order Using PETALS™ Framework

What Every Board Must Prioritise About Autonomous AI Agents Executive Summary TL;DR – Autonomous AI agents are operating within organisations today, and a landmark 2026 study shows they…

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Artificial Intelligence

Your AI Is Already Hacked

Your AI is already hacked. You just haven't found the breach yet. Three real incidents from Perplexity, McKinsey, and an AI recruiter, and one fictional X thread that feels more like prophecy. Together they reveal the same uncomfortable truth: the industry's rush to deploy AI has outpaced its commitment to securing it. Six things boards and senior leaders must do differently.

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Artificial Intelligence

Advisory Brief: Seek Deeper in DeepSeek

DeepSeek V4 is expected to launch any time now, before China's Two Sessions in 2026. It is open source, a benefit none of its competitors can match. For regulated sectors where data sovereignty matters, this is the first frontier AI that enterprises can download and run on their own servers, with data never leaving their premises. An advisory brief for boards and management teams before it launches.

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Artificial Intelligence

Becoming a Certified AI Governance Professional

Earlier this month I passed the IAPP's AI Governance Professional (AIGP) certification exam. Preparation deepened both my understanding of AI governance and my commitment to its responsible use. This piece shares my top five go-to resources on AI — the people and institutions whose work has shaped how I think about the field.

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The practitioner behind the practice.

Viren Mantri

Viren Mantri

Founder · Grey Orbits

Viren Mantri is the Founder of Grey Orbits. A Singapore citizen with more than three decades across technology, cybersecurity, and risk, he has held senior roles at Standard Chartered Bank, McAfee, UBS, and KPMG, with earlier development work at Citibank in India and the UAE.

As Chief Information Security Officer at SC Ventures, the venture-building platform of Standard Chartered Bank, he led cybersecurity across twenty fintech ventures in digital banking, supply chains, cryptocurrency, and tokenisation.

Prior to SC Ventures, his long tenure at Standard Chartered covered cyber architecture, design, operations, governance, risk and compliance. Earlier, he led Strategic Security Services at McAfee across Asia, ran global security monitoring at UBS, and supervised risk consulting at KPMG across banking, telecommunications, healthcare, and government. His work has remained anchored in regulated financial services, with regulatory engagement across jurisdictions and a record of authoring board papers and executive briefings.

Viren founded Grey Orbits years earlier, and has delivered international engagements across Japan, Switzerland, the United Kingdom, and Singapore.

At Singapore Management University Executive Development, he designs and delivers programmes for senior executives on Blockchain, Digital Currencies and Tokenisation, AI Governance, Cybersecurity, and Quantum Readiness.

He is the author of three proprietary frameworks: the PETALS™ Framework for AI Governance, whose name is registered as a trademark with IPOS; the Cybersecurity Model for Startups; and the Framework for Cyber Insurance. He writes on the convergence of AI, digital assets, and quantum disruption.

Viren holds a Master of Technology in Artificial Intelligence Systems (formerly Knowledge Engineering) from NUS, an MBA from Quantic School of Business and Technology (US), and a Bachelor of Science from the University of Mumbai (India). He is a certified AI Governance Professional and has completed Full Stack Development with AI at NUS and the SANS Blockchain and Smart Contract Security programme.

AIGP · IAPP Full Stack AI SANS SEC554 M.Tech AI · NUS SMU Faculty

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