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AI Governance & Strategic Leadership

Applying game theory and strategic frameworks to shape the future of responsible AI

Technical AI Governance • Game Theory • Strategy

Latest Insights

The AI Governance Evolution: From Brake Pedal to Rocket Fuel

The 6-year gap between winners and losers. Why governance is foreplay, not a prenup. How compound trust at scale transforms AI from brilliant but fragile to systematically reliable.

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AI Scorecard: A Game-Theoretic Analysis

Examining the IEEE AI Safety Index through strategic frameworks and competitive dynamics. When the industry leader scores a C, we need to rethink our incentive structures.

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The Strategic Imperative: AI Governance

Why governance frameworks create competitive advantage in the AI landscape. Temporal discounting and strategic positioning in the regulatory environment.

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AI Governance or Pay the FINE

Decision theory and strategic positioning in the age of AI regulation. Operating under Knightian uncertainty requires robust frameworks.

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Telecom & AI: Strategic Partnership Framework

Analyzing competitive dynamics and collaboration strategies in next-gen networks. Multi-player coordination games and comparative advantage.

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AIaaS Unicorns in Telecom

Strategic analysis of value capture and market positioning in AI services. Platform versus application dilemmas in telecommunications.

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Predicting Elections with AI

Strategic analysis and methodological insights from 2020 sentiment analysis. Information cascades and Keynesian beauty contest dynamics.

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LinkedIn Insights

October 21, 2025

The AI Governance Evolution: From Brake Pedal to Rocket Fuel

"Why does our AI feel brilliant but fragile?" Three CEOs asked me this in different words last quarter. The uncomfortable truth: Most organizations treat governance like a prenup. But the companies printing money? Their governance is foreplay—it's why innovation can run at full speed without exploding.

At Airbnb and Ericsson, compliance issues dropped 69% not from more rules, but by teaching data scientists and lawyers to speak the same language. The 2030 winners will be those where trust compounds faster than complexity.

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March 12, 2025

AI Safety Report Card: Strategic Implications

Deep dive into the IEEE AI Safety Index and what it means for competitive dynamics in the AI industry. When the market leader gets a C grade, we need to rethink our incentive structures.

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March 8, 2025

Technical Governance as Competitive Advantage

Organizations that treat governance as a constraint miss the strategic opportunity. Building robust frameworks creates optionality and competitive positioning for an uncertain regulatory future.

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February 28, 2025

Multi-Party Coordination in AI Infrastructure

The future of telecom AI isn't about choosing sides—it's about architecting complex partnerships that leverage comparative advantages across the value chain.

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February 22, 2025

Decision Theory in AI Risk Management

Operating under Knightian uncertainty requires robust decision-making frameworks. Expected value calculations favor proactive governance—even with conservative risk estimates.

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February 15, 2025

Value Capture in AIaaS Markets

Telecom operators have platform advantages but face organizational challenges. The strategic question: can they move fast enough to capture value before pure-play AI companies dominate?

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February 8, 2025

Information Aggregation & Strategic Forecasting

Prediction markets aggregate dispersed information through incentivized belief revelation. But as AI-driven forecasts become influential, they create meta-game dynamics that affect outcomes.

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