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A tweet argues that real-world factory reliability, like handling a crooked bin of parts at 2 a.m., is the true robot benchmark. It notes Figure's previous robot helped build 30,000 BMWs, and its new robot is already back on the factory floor.
Jugmax is a tool that evaluates AI agents by analyzing their full execution trajectory rather than just final outputs, identifying inefficiencies, errors, and wasted tokens. The founders offer free evaluation for two production agents to validate their product.
Open sourcing Mega-ASR, a full-scenario SOTA industrial-grade ASR model designed for challenging audio conditions like far-field and noise, outperforming existing open and closed models by 10-30% on real-world benchmarks.