Task-decomposition planner in the Manus autonomous-agent system.
What Manus Planner runs on.
Documents the Planner role in Manus (Butterfly Effect / Monica), per secondary sources: decomposes tasks for executor agents operating in a self-contained virtual machine in an analyze→plan→execute→observe loop. Vendor-reported GAIA scores at launch (L1 86.5%, L2 70.1%, L3 57.7%) are ABSENT from the official GAIA leaderboard (checked 2026-07-05 against the leaderboard's backing dataset). The academic paper often cited alongside these figures (arXiv 2505.02024) does not actually contain them — it only states Manus 'exceeded the previous GAIA leaderboard champion's score of 65%.' A production model stack of Claude + Alibaba Qwen, reported elsewhere, is not stated in the cited source — model left [unknown]. Source: c3.unu.edu (secondary analysis, verbatim-confirmed).
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