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Friday, March 27, 2026

COMPILE PROGRAMS DIRECTLY INTO TRANSFORMER WEIGHTS WITH `TRANSFORMER-VM`

Programs compile into transformers, enabling O(log n) inference.

1/5
long-term
{"AI researchers","compiler engineers","theoretical computer scientists"}

What Changed

Traditional execution → Program as transformer weights.

Why It Matters

Researchers can explore new computational paradigms.

🛠 Builder Opportunity

Experiment with compiling small programs to custom transformers.

⚡ Next Step

Dive into the `transformer-vm` paper and codebase.

📎 Sources