Why it matters

Babylon opens Java to AI hardware. Understanding shapes future Java for accelerators.

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The architecture

Code reflection: represent Java code as data model.

Transformation: analyze + modify code models.

Project Babylon aimsCode modelsJava code as dataAnalysis + transformprogrammaticDeploy to acceleratorsGPUs, TPUsSimilar to LINQ (C#) or Scala macros — Java gets equivalent
Babylon capability.
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How it works end to end

Use cases: SQL DSLs, GPU kernel Java, differentiable programming.

Alternative to writing native code from Java.

Long-term project.