Read AI research without falling for headlines.

Research summaries often omit caveats about task selection, sample size, controls, or computational cost. Identify whether findings are a preprint, peer-reviewed study, company report, or independent evaluation.

Look for the actual measured outcome, effect size, baseline, uncertainty, and whether the result generalizes beyond the test environment. Papers with impressive demos still need replication.

Choose an AI release claim and find the underlying paper or technical report. Summarize exactly what was tested.