Singularity creator: people arguing LLMs might be conscious don't understand how they work
dansitu · x · 2026-10-08
gmkurtzer (creator of Singularity/Apptainer) published a long thread pushing back on the recurring "LLMs might be conscious" debate, arguing that many who entertain the idea simply don't understand how LLMs actually work.
His core points:
- There is no magic inside an LLM: inference consists of fully understood mathematical operations — matrix multiplication, attention, normalization, nonlinear functions, probability calculations — every step defined, implemented, and in principle hand-computable.
- The debate isn't about the nature of consciousness or comparing to human experience; it's purely about understanding the capabilities and mechanics of the model.
- He notes he's been dragged into this argument more than he ever expected.
A representative mechanism-first rebuttal in the ongoing LLM consciousness controversy.
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