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Today's best AI agents can only complete 33% of common online tasks like booking appointments or filling out job applications, revealing a significant gap between current capabilities and real-world utility.
Current video understanding benchmarks and post-training datasets are riddled with linguistic biases, meaning VLMs might be acing tests without actually "watching" the video.
