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University of California
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WF-Act-PC achieves superior accuracy with deeper networks while eliminating the need for non-local error transport, challenging the dominance of backpropagation.
Current AI agents struggle with long-horizon professional tasks, achieving only 30% success in complex GUI workflows, revealing critical gaps in their capabilities.