Fact-Checking What an AI Told You
Checking everything is not a strategy anybody sustains. Checking the three classes of claim that are wrong most often takes about five minutes and catches the errors that cost you something. The five-minute routine Underline the load-bearing claims. Not every sentence — the ones you would repeat to somebody else, or act on. Usually three to six in a long answer. Check every citation exists before…
The process to verify AI-generated claims is outlined in six steps. The first step involves underlining the weight-bearing claims, focusing on those that are crucial to repeat or act upon. Typically, these span three to six sentences in lengthy responses. The second step is to ensure that each citation exists before evaluating its content.
This involves searching for the exact title of the source. Each search should take no more than thirty seconds. The third step is to verify every proper noun accompanying specific facts. This includes identifying a person's job title, a company's founding year, or the organization responsible for a publication. Names often attract confident errors.
The fourth step requires recomputing one number manually if arithmetic is involved. This helps in catching errors that are rarely isolated. The fifth step involves asking what would have to be true about the central claim. This requires identifying the evidence that would support it and checking whether that evidence is presented in the AI-generated response or a plausible substitute.
The final step is to analyze the reasoning behind the claim. This category is the most reliable, as the material is present, and errors here are usually due to omission rather than invention. The underlying mechanism of the pattern should be understood as it predicts new cases. The entire routine is designed to be quick and effective, with each step addressing specific types of errors that AI-generated claims may contain.
Written by urgent.news from Dev.to's reporting — not their text. Machine-written; read the original for the full account.