We ported how brains manage the cost of thinking to LLM systems
Maker disclosure: I build Macrokit (Apache-2.0, fully open). This is the idea, not a pitch — there's nothing to buy. Links at the end; the demo is keyless and runs entirely in your browser, so you can
macrokit.hashnode.dev12 min read
Synfinity Dynamics Pvt Ltd
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Great read. The concept of "compiled deliberation" versus runtime reasoning is a useful way to think about building cost-efficient AI systems. I especially liked the discussion around failure modes and the importance of routing back to deeper reasoning when automated workflows stop matching reality. Thanks for sharing this perspective.