Inference & Signals

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Own the Intelligence. Rent the Model.

The advantage in AI isn’t the model, it’s the context underneath it. Why context engineering and owned context beat rented AI. By Travis Oliphant.

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October 2, 2025

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.

July 3, 2025

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

Government contracts aren’t immune to AI hype. Most defense teams hit the same wall: slow-moving, locked-in systems built by vendors who sell mystery boxes.

June 27, 2025

Inside a $1T Firm’s Fight to Build Real AI Infrastructure

The biggest threat to your AI rollout isn’t the tech. It’s the gap between vision and execution.

June 27, 2025

How a Fast-Growing AI Company Rebuilt from the Stack Up

This team had built something remarkable: intelligent agents that could parse documents in seconds, respond around the clock, and surface insights on demand.

June 26, 2025

They Didn’t Want a Vendor. They Wanted Ownership.

Energy infrastructure is changing faster than policy can keep up. Power sources are becoming decentralized. Grids are growing brittle.

June 25, 2025

What NASA Did That Every Tech Leader Should Steal

Behind the missions, the telescopes, and the frontier-breaking discoveries, there’s a quiet frontier most people never see: software infrastructure.

May 23, 2025

The Lung That Failed and What It Taught Us About AI

A biotech firm saved millions by turning messy data into predictions. Here’s how OpenTeams helped them own their AI infrastructure — before it failed.

April 25, 2025

The Democratization of AI Has Already Happened

AI isn’t locked up by Big Tech. It’s already open. The future belongs to those who see that the AI revolution is being led by open source — quietly, but definitively.

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