Ever wished you had a super-smart assistant that could not only answer your how-to questions but also guide you through complex tasks using multiple sources of information? Researchers are working on just that! A new study introduces InsCoQA, a benchmark designed to push the boundaries of what AI can do with instructional documents. Imagine asking, "How do I fix a leaky faucet?" and your AI assistant not only pulls up relevant articles but also synthesizes the information into a coherent, step-by-step guide, just like a helpful expert. InsCoQA uses real-world how-to content from platforms like Xiaohongshu and Lemon8 to train AI models. These models must go beyond simple fact retrieval and actually understand the procedures involved, pulling together information from different sources to give you the most accurate and comprehensive instructions. To evaluate these AI assistants, the researchers created INSEVAL, a tool that measures how well the AI understands the question and provides a complete and accurate answer. It checks if the instructions are logical, easy to follow, and actually help you get the job done. Early results are promising, with some models showing remarkable skill in deciphering and combining information from multiple how-to guides. While there's still room for improvement, this research paves the way for AI assistants that can truly understand and guide us through complex real-world tasks, making our lives easier and more efficient.