Private AI Workflows: Keep Client Secrets Off Someone Else’s GPU

In 2023, two New York lawyers were fined $5,000 for filing a brief full of cases that never existed, ChatGPT invented all six citations. The sanction was for the fabrication. The lesson nobody drew from it: every one of those fake-case prompts, plus the client’s injury facts, went through OpenAI’s servers first. In June 2026,… Continue reading Private AI Workflows: Keep Client Secrets Off Someone Else’s GPU

Published
Categorized as AI, Privacy

How to Run GLM-5.2 Locally (2026): Ollama, VRAM, and the Honest Hardware Bill

You want to run GLM-5.2 on your own hardware. Maybe it’s the MIT license. Maybe it’s the 1M-token context. Maybe you’re just done sending your codebase to someone else’s GPU. Good news: it’s possible. Bad news: probably not on the machine you’re thinking of, and the internet is full of guides that pretend otherwise. This… Continue reading How to Run GLM-5.2 Locally (2026): Ollama, VRAM, and the Honest Hardware Bill

Chat Control 1.0 Passed Through the Back Door (EU, 2026)

Short answer: On July 9, 2026 the European Parliament voted 314 to 276 to kill mass chat scanning, and the law passed anyway through a procedural back door. The text in force is Regulation (EU) 2026/1881, and the fight that matters next is September, when Chat Control 2.0 returns. Here is the timeline, what the… Continue reading Chat Control 1.0 Passed Through the Back Door (EU, 2026)

EU Chat Control 2026: The Deadline Every Builder Should Know

Short answer: Chats get closed, scanned, or asked for ID in 2026 for three reasons, and they stack in order: an encryption backdoor that makes the transport readable, an identity checkpoint that requires verified accounts before anyone can send, and a wallet deadline that pushes the same check down into the payment layer. The EU… Continue reading EU Chat Control 2026: The Deadline Every Builder Should Know

What Is the Sovereign Builder Protocol?

The Sovereign Builder Protocol is a practical operating system for people who want to build useful tools, own more of their stack, spend less, and serve people better with AI, automation, privacy, and discipline.