Doom
Beyond Market Intelligence keeps Doom in one place: 2 stories so far. The section currently leads with “Why AI's existential warnings deserve your attention, not your panic” and “Porting Doom's renderer into a transformer with zero training”. The latest doom talk from the AI industry isn't about killer robots; it's about focus. A 21-billion-parameter transformer just rendered Doom's iconic first frame, and it never saw a single training example. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every Doom story on Beyond Market Intelligence, newest first.
Why AI's existential warnings deserve your attention, not your panic
The latest doom talk from the AI industry isn't about killer robots; it's about focus. When leaders warn of existential threats, they're really asking us to confront how quickly we're handing over decisions to systems we don't fully understand. That tension is worth exploring, not dismissing. It's a call to stay curious and critical. If you're wrestling with what these models actually grasp, our piece on verifying your AI's understanding offers a practical starting point.
Porting Doom's renderer into a transformer with zero training
A 21-billion-parameter transformer just rendered Doom's iconic first frame, and it never saw a single training example. The trick: a custom compiler that bakes a computation graph directly into weights, then runs the classic renderer inside that fixed structure. The result is a standard Hugging Face checkpoint, no special code needed. One frame takes 3,614 prompt tokens plus 53,747 generated ones, about 40 minutes on a B200. That is 35 frames per day, a fitting pace for a project this gloriously impractical.