Feb 7, 2026
Factually ran by AI
using large language models (LLMs) and other AI tools is already scaling parts of the verification pipeline—retrieving evidence, flagging repeat claims and drafting checks—but it is not a turnkey repl...
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The role of perceived fact-checker credibility in shaping public response to fact-checking findings
using large language models (LLMs) and other AI tools is already scaling parts of the verification pipeline—retrieving evidence, flagging repeat claims and drafting checks—but it is not a turnkey repl...
and images have falsely attributed interviews, statements or in-studio circumstances to ; have repeatedly debunked these claims by pointing to original footage, production context, metadata and credib...
Fact-checking is not inherently "a wellspring of lies for the ignorant," but the ecosystem of fact-checkers and their critics is complex: independent fact‑checking outlets provide documented correctio...