general
15 min read
AI-Generated Content Provenance: What Can Be Verified?
A file lands in your review queue. Someone asks, "Is this AI?" The honest answer is not yes or no. It is: it depends on which signal survived the trip.
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Evidence Assessment
Practices for judging the strength, independence, chronology, scope, and uncertainty of claims about AI and its effects.
Tagged articles
Evidence Assessment articles
9 articles in this tag.
general
11 min read
AI Models, Products, and Capabilities: How to Tell What Actually Changed
A founder opens a launch post. The headline says the new model "can do research for hours." The demo video is impressive. The benchmark chart is green all…
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professional
15 min read
AI Search and Web Discovery: What Changed Beyond the Chatbot
For some queries, Google's AI Overviews no longer wait for you to press "Show more." They expand on their own, filling the top of the results page with a…
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professional
13 min read
How to Assess AI Trend Claims: Sources, Chronology, and Uncertainty
That sentence is not one claim. It is three claims stacked on top of each other, and most readers collapse them into a single object, then argue about the…
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general
13 min read
Bridging the AI Skills Gap
Your company bought the AI tools. Your people are not using them. That distance — between the capability you paid for and the capability your workforce…
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general
11 min read
How AI Changes Knowledge Work: Tasks, Jobs, and the Evidence
A draft that used to take two hours now takes twenty minutes. The team celebrates. Then someone asks the question nobody has a good answer for: saved for…
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professional
11 min read
AI Adoption in Education: Institutional Choices and Evidence of Learning Impact
Education now reports the highest generative-AI usage rate of any industry. The same surveys show training and policy lagging behind that usage. That gap…
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professional
14 min read
Publisher Workflows for AI Search: Evidence, Updates, and Attribution
A page that was accurate on publication day becomes a liability the moment an answer engine quotes one sentence from it six months later. The sentence…
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general
12 min read
Uncertainty in AI Search Answers: Dates, Disagreement, and False Confidence
You ask an AI search tool a specific question. It answers in two clean sentences, cites three sources, and sounds like it checked. You paste the answer…
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