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How type annotation and type checking helped Dropbox maintain a massive Python code base.

Better data annotation—more accurate, detailed or contextually rich—can drastically improve an AI system’s performance, adaptability and fairness.

Social annotation helps students and faculty members collaborate on reading, thinking and marking up of articles, webpages, podcasts, images or videos.

As AI evolves, data annotation—or the work done by humans to train AI—has emerged as a potential way to make money.

Annotate This: How a Common Academic Practice Can Boost Learning A new book on annotation offers inspiration for how to better use the technique in teaching.