Upwork Says AI Works Best With Humans: New Index Shows Big Boost When People Step In
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Upwork says AI works best with humans: new index shows big boost when people step in. If AI agents were employees, Upwork's new research basically says: don't leave them unsupervised. Upwork has released its new Human+Agent Productivity Index (HAPI), calling it the industry's first large-scale look at how human experts improve the performance of AI agents on real client work. The company says the findings challenge the idea that AI agents can run independently without oversight. Andrew Rabinovich, Upwork's CTO and head of AI & ML, summed up the core finding in an interview with VentureBeat, saying, "AI agents aren't that agentic, meaning they aren't that good." But he added that collaboration changes the picture: "When paired with expert human professionals, project completion rates improve dramatically." HAPI is built on more than 300 completed, paid-for marketplace projects on the platform. Upwork notes that these tasks were intentionally chosen for their simplicity, nearly all under $500 and representing less than 6% of its total gross services volume. Why the study matters. Most AI benchmarks rely on synthetic data or academic-style tests. HAPI uses real client jobs. These are tasks that freelancers have completed and clients have paid for, providing the index with a rare glimpse into authentic work rather than controlled experiments. Upwork says this approach...
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