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Re:Why ML Needs a New Programming Language by catgary on Friday September 05, 2025 @12:04PM (#45140116)
I agree with you that writing kernels isn’t necessarily the most important thing for most ML devs. I think an MLIR-first workflow with robust support for the StableHLO and LinAlg dialects is the best path forward for ML/array programming, so on one I do applaud what Mojo is doing. But I’m much more interested in how it opens the door to “JAX in <x>”. I think Julia is moving in that direction with Reactant.jl, and I think there’s a Rust project doing something similar (I think burn.dev may be using ONNX has an even higher-level IR). In my ideal world, I would be able to write an ML model in some highly verified language and call it from Python/Rust for training.

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