The web is entering an awkward phase: users can still read everything, but they cannot easily tell what they are reading. A support answer, product review, help article, sales email, synthetic image, and generated video can all look polished enough to pass at a glance. That is useful for builders. It is also a trust problem. Recent signals point in the same direction. Pew Research Center analyzed roughly 490,000 English-language webpages from Common Crawl and found that 10% of sampled page...