Viewing profile — ptrb25

Been working on a self-hosted AI security agent that runs completely offline — no cloud, no APIs, no external calls. It ingests system logs, embeds them into vector memory, promote…

The article nails it, AI-generated noise is drowning out quality. We need better signal‑to‑noise management: stronger curation, anti‑spam tools, and incentives for real creators to…

So… we’re solving AI’s energy guilt by literally turning it into a future sanitation problem? Feels like trading one mess for another and hoping someone else cleans it up.

The memo reads more like a product roadmap than a research brag sheet — and that's probably a good sign. If OpenAI wants to go from “cool demo” to “daily utility,” this is the way.…

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