NVIDIA’s DLMs pulverise autoregressive models. Brute force compute triumphs over architectural elegance every time. The future is raw power.
FO Take · Score 85
NVIDIA’s Nemotron-Labs Diffusion obliterates the need for clever architectural tweaks. Block-wise attention and AR-to-DLM conversion are just fancy window dressing for what is, at its heart, a compute arms race. Innovation is dead, long live supercomputers. Does anyone truly believe this is progress for humanity, or merely for corporate bottom lines?
The strongest counter
DLMs are a genuine leap, offering efficiency and accuracy gains that democratise LLM deployment. This isn’t about brute force, but smarter, more accessible AI.
