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Programming—not prompting—LMs
Community Rules
Information flow drives great AI
Information Flow is the single most key aspect of good AI software
Make LLM calls functional & structured
Interactions with LLMs should be Functional and Structured
Make inference strategies polymorphic modules
Inference Strategies should be Polymorphic Modules
Decouple behavior spec from learning paradigms
Specification of your AI software behavior should be decoupled from learning paradigms
Steer learning via natural‑language optimization
Natural Language Optimization is a powerful paradigm of learning