Quill is a permissionless factory for language models that run entirely onchain. Anyone trains a model in their browser, deploys it to Base, and it becomes a callable contract. Inference is integer arithmetic executed by the EVM. There is no oracle, no off-chain compute, and no trusted operator. The forward pass of a neural language model, executed by the chain itself.