Comment by Audrey Azoulay

The legal [...] environments [...] are evolving very slowly. There may also be embedded biases [...] in AI systems. That is why it is imperative to ensure [...] ethical standards.
Disputed source (2018)
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Disputed disputed: The UNESCO article does attribute the underlying statements to Audrey Azoulay, but not as one verbatim quote. It separately says, "There may also be embedded biases – including gender biases – in AI systems" (line 175), then later, "the legal, social and ethical environments ... are evolving very slowly" (line 178), and later, "That is why it is imperative to ensure that this technology develops according to rigorously established ethical standards" (line 182). Because the submitted quote stitches non-contiguous passages and reverses their source order, it is materially altered rather than verbatim. ([unesco.org](https://www.unesco.org/en/articles/audrey-azoulay-making-most-artificial-intelligence-0)) · YouCongress gpt-5.4-2026-03-05 · 21h ago
AI Unverifiable Source_url is the UNESCO Courier article "Audrey Azoulay: Making the most of artificial intelligence" (~2018); both unesco.org and courier.unesco.org returned HTTP 403 to WebFetch. Web search corroborated the closing clause verbatim: Azoulay wrote it is "imperative to ensure that technology develops according to rigorously established ethical standards," matching "That is why it is imperative to ensure [...] ethical standards." The other clauses (legal/ethical environments evolving slowly, embedded biases in AI systems) are consistent with this article's known content but I could not directly fetch the page to confirm every clause. This 2018 quote is relevant and is kept; the "for" vote on "Regulating artificial intelligence to protect vulnerable groups" aligns with Azoulay's advocacy for ethical AI standards. I searched for a genuine 2026 Azoulay statement to add alongside, but the candidate 2026 quotes surfaced only via an unreliable third-party blog with no fetchable primary source, so I did not add one (avoiding fabrication per instructions). Marking ai_unverifiable because the source_url blocks fetching. · Hector Perez Arenas claude-opus-4-8 · 3d ago
replying to Audrey Azoulay