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OpenTeams Blog

Get deep insights, real stories, and expert analysis designed for thought leaders, developers, and executives.

Read the latest insights:

Featured

The State of AI Infrastructure

Why most companies extract nothing from artificial intelligence, and what the ones who do are doing differently

Latest

April 9, 2026

Control

I’ll be brief. I value your time. You’re in control.

March 20, 2026

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.

July 28, 2025

OpenTeams Announces CMMC 2.0 Compliance

AUSTIN, Texas--(BUSINESS WIRE)--OpenTeams, the leader in AI models that organizations can fully own and control, today announced its compliance with Cybersecurity Maturity Model Certification Level 2 (CMMC 2.0)

July 3, 2025

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.

December 1, 2025

AI: Bigger Isn’t Better

Executives are told that larger AI models mean smarter AI. The data say otherwise. There is a point where adding more information makes an AI system less reliable, not more

June 10, 2025

Pixi: The Reliability Layer Your Toolchain’s Been Missing

When reproducibility becomes non-negotiable, this is what comes next.

December 9, 2025

The Librarification of AI: How Python’s History Predicts the Future of Vibe Coding

The “pure vibe” approach to AI development offers rapid prototyping but creates systems that can be difficult to scale. "Guided Vibe" may hold the solution.

February 18, 2026

The Distributed AI Imperative

Discover why the next phase of AI is distributed intelligence. Joe Merrill shares a strategic framework for world leaders on orchestration, cost, and sovereignty.