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Practical AI insights — defense decision-making, applied research, and how to think about AI vendors.

Jul 2, 2026  ·  The Finserv Minute  ·  Financial Services

How to Get the Most Out of AI

Co-authored with Chris Rigoni, a financial-services practitioner: why most AI implementations in financial services fail for organizational reasons, not technical ones.

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Jan 29, 2026  ·  15 min read  ·  Defense & Government

The Phronetic Frontier: Operationalizing Practical AI for Decision Makers

How the DoD's shift from information dashboards to agentic decision dominance maps onto our TRL-0-to-production approach — and what "practical wisdom" actually means for mission command.

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Aug 14, 2026  ·  6 min read  ·  Small Business

What to Look for Before You Hire an AI Vendor

Fully autonomous AI platforms are a genuinely good fit for some businesses and a real risk for others. Here's how to tell which one you are before you sign up for either.

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Oct 12, 2025  ·  9 min read  ·  Defense & Government

Detecting Botnet Activity in the N-BaIoT Dataset Using Advanced Time-Series Methods

Turning raw IoT sensor streams into actionable threat intelligence with FFT, embedding, and clustering — and how the same methodology applies to predictive maintenance.

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Oct 7, 2025  ·  8 min read  ·  Small Business

Unlocking Hidden Themes: Topic Modeling in Natural Language Processing

How topic modeling uncovers hidden structure in customer reviews and feedback — with a real walkthrough on Amazon review data.

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