MAKER: Million-Step LLM Tasks with Zero Errors

An episode of the Build Wiz AI Show podcast, hosted by Build Wiz AI, titled "MAKER: Million-Step LLM Tasks with Zero Errors" was published on November 19, 2025 and runs 13 minutes.

November 19, 2025 ·13m · Build Wiz AI Show

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Summary

Large Language Models typically fail long-horizon tasks due to persistent error rates, often derailing after only a few hundred steps. This episode explores MAKER, the first system to successfully solve a task requiring over one million LLM steps with zero errors. Discover how Massively Decomposed Agentic Processes (MDAPs) utilize extreme decomposition into focused microagents and efficient error-correcting voting to provide a reliable, scalable paradigm for future AI systems.

Episode Description

Large Language Models typically fail long-horizon tasks due to persistent error rates, often derailing after only a few hundred steps. This episode explores MAKER, the first system to successfully solve a task requiring over one million LLM steps with zero errors. Discover how Massively Decomposed Agentic Processes (MDAPs) utilize extreme decomposition into focused microagents and efficient error-correcting voting to provide a reliable, scalable paradigm for future AI systems.

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