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Three cheap Qwen solvers vote; a Skeptic, tool-using Verifier, and flagship Judge escalate only on the 37.8% that split, closing most of the gap to the flagship at 11% lower cost.
A panel of AI personas that debate your startup pitch, an Orchestrator agent decides live who speaks, when to summon a specialist, and when to conclude. Built on Qwen Cloud + Alibaba Cloud.
CodeNova turns noisy documents into compressed data automatically. Custom CNN, OCR, and hand-built Huffman encoding 3:1 compression, fully lossless. Built by a team of 4 exceptional students at luddy
Attend events. Earn points. Top the board. EngageIU turns campus participation into friendlycompetition, so showing up actually means something.
DocWeaver is a multi-agent clinical intelligence platform that demonstrates sophisticated AI orchestration using Gemini 3 Flash.
