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Levi: Run AlphaEvolve on your local QWEN 30B

Reddit r/LocalLLaMA · 2026-06-08

LEVI is an open-source AlphaEvolve-like system that runs locally on Qwen3-30B, offering code and prompt optimization with up to 35x cost reduction and better performance than existing frameworks.

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#search-architecture

@yibie: Search as Code: The Next Paradigm Shift in Search Architecture Perplexity just released a new architecture called Search as Code (SaC). Sounds like another marketing term, but after reading their research paper, I think this might be one of the most important architectural decisions in the AI infrastructure space for 2026.

X AI KOLs Timeline · 2026-06-02 Cached

Perplexity released a new architecture called Search as Code (SaC), which lets AI agents write Python code directly to orchestrate search pipelines, replacing traditional function calling. This enables more efficient and accurate searches, achieving superior results across multiple benchmarks.

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