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I’ll be brief. I value your time. You’re in control.
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From a 2% AP Statistics Pass Rate to Jupyter Everywhere in the Classroom

501(c)(3) nonprofit improving data literacy and math outcomes in underserved schools, founded in San Antonio, TX.
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The Lung That Failed and What It Taught Us About AI

A biotech firm saved millions by turning messy data into predictions. Learn how OpenTeams helped them own their AI infrastructure, before it failed.
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Most Popular Open Source Text Mining and Natural Language Processing Technologies

Most Popular Open Source Text Mining and Natural Language Processing Technologies Text mining and natural language processing (NLP) have become increasingly popular over the years, with a wide range of

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What’s pi? What’s a Coding Harness, and Why Should I Care?

I don't use AI much as a programmer. I occasionally ask an LLM a question, but I don't do vibe-coding.
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Introducing REPOS: A Platform for Sustainable Open Source Funding

Introducing REPOS: A Platform for Sustainable Open Source Funding Reimbursed Enhancement Proposals for Open Source (REPOS) connects open source developers with sponsors and potential additional contributors to enable direct funding

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Open Source Isn’t the Real Risk in National Defense.

Government contracts aren’t immune to AI hype circles. Most defense teams face the same wall: slow-moving, locked-in systems built by vendors who sell mystery, not control.
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My Mom Is Scared of AI. She’s Scared of the Wrong Thing.

The immediate danger isn’t AI itself. It’s humans using AI as a tool for unchecked power.
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