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GPT-OSS Just Dropped — And It’s the AI Power Move for Hustlers and Small Biz Owners

GPT‑OSS is the AI breakthrough that lets you run powerful language models entirely offline — no cloud, no API costs, and no data risk. For small business owners and side hustlers working with sensitive info, this is a total game-changer. In this article, we break down how to build with GPT‑OSS, why it unlocks previously off-limits markets like healthcare and finance, and share a real example of how one client used it to automate sensitive interviews without risking a single data leak.

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How Ulpian Is Eating Legal Research for Breakfast (and Giving Junior Lawyers Their Lives Back)

When I sat down with Filip Boltužić, co-founder of Ulpian, I expected to talk legal tech. What I got was a front-row seat to the reinvention of legal research as we know it.
What started as a side project to index court decisions turned into an AI-powered legal brain that answers complex legal questions in seconds.
We talked about scraping chaos, stacking AI models, and why lawyers who ignore tools like Ulpian might end up dinosaurs in suits.
Oh — and he dropped a startup idea so good, I nearly registered the domain on the spot.
Here’s what he shared.

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