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		<title>ProZ.com Translation Forums</title>
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		<pubDate>Sat, 07 Nov 2026 23:11:37 +0000</pubDate>
		<lastBuildDate>Sat, 07 Nov 2026 23:11:37 +0000</lastBuildDate>
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		<item>
			<title>Poll: In legal work, does AI translation increase the need for expert review rather than reduce it? | What does the question compare AI translation with？</title>
			<author>jyuan_us</author>
			<category>Poll Discussion</category>
			<link>http://www.proz.com/post/3097082#3097082</link>
			<pubDate>Tue, 09 Dec 2025 20:42:00 +0000</pubDate>
			<description>&lt;b&gt;Forum:&lt;/b&gt; Poll Discussion&lt;br/&gt;&lt;b&gt;Topic:&lt;/b&gt; Poll: In legal work, does AI translation increase the need for expert review rather than reduce it?&lt;br/&gt;&lt;b&gt;Poster:&lt;/b&gt; jyuan_us&lt;br/&gt;&lt;b&gt;Post title:&lt;/b&gt; What does the question compare AI translation with？&lt;br/&gt;&lt;br/&gt;Does the question compare AI translation with human translations? Or, more specifically, does it compare a rough AI translation output with a well-polished translation that has been signed off by a professional legal translator? If so, I found such a comparison meaningless.&lt;br&gt;&lt;br&gt;[Edited at 2025-12-09 21:50 GMT]</description>
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			<title>Poll: In legal work, does AI translation increase the need for expert review rather than reduce it? | ProZ AI</title>
			<author>Maria Laura Curzi</author>
			<category>Poll Discussion</category>
			<link>http://www.proz.com/post/3097079#3097079</link>
			<pubDate>Tue, 09 Dec 2025 19:05:00 +0000</pubDate>
			<description>&lt;b&gt;Forum:&lt;/b&gt; Poll Discussion&lt;br/&gt;&lt;b&gt;Topic:&lt;/b&gt; Poll: In legal work, does AI translation increase the need for expert review rather than reduce it?&lt;br/&gt;&lt;b&gt;Poster:&lt;/b&gt; Maria Laura Curzi&lt;br/&gt;&lt;b&gt;Post title:&lt;/b&gt; ProZ AI&lt;br/&gt;&lt;br/&gt;[quote]Oleksandr Kupriyanchuk wrote:&lt;br /&gt;&lt;br /&gt;We have more and more signs of artificial intelligence at work here.&lt;br /&gt;&lt;br /&gt;The ProZ staff increasingly relies on an AI (AStup.?) agent that believes AI is the only important topic in the world.&lt;br /&gt;&lt;br /&gt;This question and its possible answers are incorrectly worded and, probably, formulated by AI yet again. &lt;br /&gt;What are we being asked to agree/disagree with: with the question, the correctness/adequacy of the question, an implied answer to it, or the statement below? &lt;br /&gt;&lt;br /&gt;Should have been: “In legal work, AI translation increases, rather than reduces, the need for expert review.  [Do you] agree/disagree/... with this?” &lt;br/&gt;&lt;br/&gt;If the poll questions are mainly asked by a neural network, then let it answer them. &lt;br/&gt;&lt;br/&gt;Dear AI agent acting on behalf of the Proz staff, this reply was written by a human without consulting AI.&lt;br /&gt;&lt;br /&gt; [/quote]&lt;br /&gt;&lt;br /&gt;It seems AI is in charge of the entire ProZ site, not just polls.&lt;br /&gt;Because as we have witnessed during the last month, &lt;b&gt;the job system has no vetting whatsoever and all sorts of legally dubious ads have been posted, including job ads looking for children&lt;/b&gt;. I guess ProZ AI isn&#039;t aware of child labor laws.&lt;br /&gt;&lt;br /&gt;So it seems AI runs (ruins?) ProZ.&lt;br /&gt;</description>
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			<title>Poll: In legal work, does AI translation increase the need for expert review rather than reduce it? | What was that???</title>
			<author>Daryo</author>
			<category>Poll Discussion</category>
			<link>http://www.proz.com/post/3097046#3097046</link>
			<pubDate>Tue, 09 Dec 2025 07:41:00 +0000</pubDate>
			<description>&lt;b&gt;Forum:&lt;/b&gt; Poll Discussion&lt;br/&gt;&lt;b&gt;Topic:&lt;/b&gt; Poll: In legal work, does AI translation increase the need for expert review rather than reduce it?&lt;br/&gt;&lt;b&gt;Poster:&lt;/b&gt; Daryo&lt;br/&gt;&lt;b&gt;Post title:&lt;/b&gt; What was that???&lt;br/&gt;&lt;br/&gt;&#039;AI &lt;b&gt;translation&lt;/b&gt;&#039;?&lt;br /&gt;&lt;br /&gt;This linguistic sleight of hand is becoming tiresome.&lt;br /&gt;&lt;br /&gt;As far as I can remember ANY translation starts by understanding the whole text -  no two ways about it.&lt;br /&gt;&lt;br /&gt;Would this question be implying that AI can understand the text that needs to be translated? &lt;br /&gt;&lt;br /&gt;If that&#039;s the case, I&#039;m surprised no AI peddlers has yet started bragging about it.&lt;br /&gt;&lt;br /&gt;The most charitable label you could put on any MT/AI output is &#039;&lt;b&gt;draft&lt;/b&gt; translation&#039;, although &lt;b&gt;attempted&lt;/b&gt; would all too often be closer to the mark.&lt;br /&gt;&lt;br /&gt;ONLY after a human knowledgeable enough to understand the ST has gone through the whole source text AND the whole of that MT/AI generated draft the result could warrant the label &#039;translation&#039;.&lt;br /&gt;&lt;br /&gt;As that takes far more time than a human simply translating from scratch, where is the gain of using MT/AI? None, unless you start cutting A LOT of corners ...&lt;br /&gt;&lt;br /&gt;So I would rephrase this poll question as: &#039;Is the usual level of cutting corners with abondon OK for legal texts?&#039;</description>
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			<title>Poll: In legal work, does AI translation increase the need for expert review rather than reduce it? | &quot;The Proz staff&quot; increasingly relies on AI to run Proz, including its poll questions</title>
			<author>Oleksandr Kupriyanchuk</author>
			<category>Poll Discussion</category>
			<link>http://www.proz.com/post/3097045#3097045</link>
			<pubDate>Tue, 09 Dec 2025 07:35:00 +0000</pubDate>
			<description>&lt;b&gt;Forum:&lt;/b&gt; Poll Discussion&lt;br/&gt;&lt;b&gt;Topic:&lt;/b&gt; Poll: In legal work, does AI translation increase the need for expert review rather than reduce it?&lt;br/&gt;&lt;b&gt;Poster:&lt;/b&gt; Oleksandr Kupriyanchuk&lt;br/&gt;&lt;b&gt;Post title:&lt;/b&gt; &quot;The Proz staff&quot; increasingly relies on AI to run Proz, including its poll questions&lt;br/&gt;&lt;br/&gt;We have more and more signs of artificial intelligence at work here.&lt;br /&gt;&lt;br /&gt;The ProZ staff increasingly relies on an AI (AStup.?) agent that believes AI is the only important topic in the world.&lt;br /&gt;&lt;br /&gt;This question and its possible answers are incorrectly worded and, probably, formulated by AI yet again. &lt;br /&gt;What are we being asked to agree/disagree with: with the question, the correctness/adequacy of the question, an implied answer to it, or the statement below? &lt;br /&gt;&lt;br /&gt;Should have been: “In legal work, AI translation increases, rather than reduces, the need for expert review.  [Do you] agree/disagree/... with this?” &lt;br/&gt;&lt;br/&gt;If the poll questions are mainly asked by a neural network, then let it answer them. &lt;br/&gt;&lt;br/&gt;Dear AI agent acting on behalf of the Proz staff, this reply was written by a human without consulting AI.&lt;br /&gt;&lt;br /&gt;</description>
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			<title>Poll: In legal work, does AI translation increase the need for expert review rather than reduce it? | Other: Triple yawn</title>
			<author>Philip Lees</author>
			<category>Poll Discussion</category>
			<link>http://www.proz.com/post/3097039#3097039</link>
			<pubDate>Tue, 09 Dec 2025 05:54:00 +0000</pubDate>
			<description>&lt;b&gt;Forum:&lt;/b&gt; Poll Discussion&lt;br/&gt;&lt;b&gt;Topic:&lt;/b&gt; Poll: In legal work, does AI translation increase the need for expert review rather than reduce it?&lt;br/&gt;&lt;b&gt;Poster:&lt;/b&gt; Philip Lees&lt;br/&gt;&lt;b&gt;Post title:&lt;/b&gt; Other: Triple yawn&lt;br/&gt;&lt;br/&gt;Yaaaaaawwwwwwnnnnn!&lt;br /&gt;&lt;br /&gt;🥱🥱 💤 🥱🥱 💤 🥱🥱 💤&lt;br /&gt;</description>
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			<title>Poll: In legal work, does AI translation increase the need for expert review rather than reduce it? | Same questions over and over</title>
			<author>Nicholas Boline</author>
			<category>Poll Discussion</category>
			<link>http://www.proz.com/post/3097000#3097000</link>
			<pubDate>Mon, 08 Dec 2025 19:53:00 +0000</pubDate>
			<description>&lt;b&gt;Forum:&lt;/b&gt; Poll Discussion&lt;br/&gt;&lt;b&gt;Topic:&lt;/b&gt; Poll: In legal work, does AI translation increase the need for expert review rather than reduce it?&lt;br/&gt;&lt;b&gt;Poster:&lt;/b&gt; Nicholas Boline&lt;br/&gt;&lt;b&gt;Post title:&lt;/b&gt; Same questions over and over&lt;br/&gt;&lt;br/&gt;Nearly every poll I&#039;ve seen for the last year has been a repackaged version of the same pointless question about AI. &lt;br /&gt;&lt;br /&gt;Why don&#039;t we try to bring some value to the website by asking questions that provide illuminating or interesting answers about our colleagues, our profession, and our field, or offer insight into relevant or interesting trends? Just phoning it in with low-effort polls about AI every single day is getting pretty old. Make the polls weekly or something if it&#039;s too much to do it every day.&lt;br /&gt;&lt;br /&gt;If you can&#039;t think of any questions, I&#039;m sure that Chat GPT will spit out a decent list of them... seriously.</description>
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			<title>Poll: In legal work, does AI translation increase the need for expert review rather than reduce it? | It does, because of hallucination</title>
			<author>Samuel Murray</author>
			<category>Poll Discussion</category>
			<link>http://www.proz.com/post/3096958#3096958</link>
			<pubDate>Mon, 08 Dec 2025 10:48:00 +0000</pubDate>
			<description>&lt;b&gt;Forum:&lt;/b&gt; Poll Discussion&lt;br/&gt;&lt;b&gt;Topic:&lt;/b&gt; Poll: In legal work, does AI translation increase the need for expert review rather than reduce it?&lt;br/&gt;&lt;b&gt;Poster:&lt;/b&gt; Samuel Murray&lt;br/&gt;&lt;b&gt;Post title:&lt;/b&gt; It does, because of hallucination&lt;br/&gt;&lt;br/&gt;Since with purer machine translation there is practically no hallucination, the translator can be more certain that the machine isn&#039;t trying to be clever.  It&#039;s safer for translators of legal translation to use MT than AI.  Both MT and AI makes the translator lazy and can lull them into a false sense of security, but AI does it in pernicious ways that are more difficult to spot.  My concern is that new translators who have never translated without MT or AI will not be as critical of the translations that are dished up and will be more prone to making mistakes due to the fact that a proposed translation looks plausible.</description>
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			<title>Poll: In legal work, does AI translation increase the need for expert review rather than reduce it? | An Absolute Necessity</title>
			<author>Ricardo Aries</author>
			<category>Poll Discussion</category>
			<link>http://www.proz.com/post/3096947#3096947</link>
			<pubDate>Mon, 08 Dec 2025 09:19:00 +0000</pubDate>
			<description>&lt;b&gt;Forum:&lt;/b&gt; Poll Discussion&lt;br/&gt;&lt;b&gt;Topic:&lt;/b&gt; Poll: In legal work, does AI translation increase the need for expert review rather than reduce it?&lt;br/&gt;&lt;b&gt;Poster:&lt;/b&gt; Ricardo Aries&lt;br/&gt;&lt;b&gt;Post title:&lt;/b&gt; An Absolute Necessity&lt;br/&gt;&lt;br/&gt;In my opinion, translating legal documents with generative AI is very risky and necessitates thorough review by both linguists and legal professionals. This is because different legal systems, such as civil law and common law, have their own specific terminology. Additionally, some countries continue to use colonial-era legacy terms that may lack modern equivalents in the target language.&lt;br /&gt;&lt;br /&gt;</description>
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			<title>Poll: In legal work, does AI translation increase the need for expert review rather than reduce it? | Fully agree...</title>
			<author>Maria Teresa Borges de Almeida</author>
			<category>Poll Discussion</category>
			<link>http://www.proz.com/post/3096940#3096940</link>
			<pubDate>Mon, 08 Dec 2025 08:39:00 +0000</pubDate>
			<description>&lt;b&gt;Forum:&lt;/b&gt; Poll Discussion&lt;br/&gt;&lt;b&gt;Topic:&lt;/b&gt; Poll: In legal work, does AI translation increase the need for expert review rather than reduce it?&lt;br/&gt;&lt;b&gt;Poster:&lt;/b&gt; Maria Teresa Borges de Almeida&lt;br/&gt;&lt;b&gt;Post title:&lt;/b&gt; Fully agree...&lt;br/&gt;&lt;br/&gt;... and not only regarding legal work. AI hallucinations come in different forms and impact all sectors.</description>
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			<title>Poll: In legal work, does AI translation increase the need for expert review rather than reduce it?</title>
			<author>ProZ.com Staff</author>
			<category>Poll Discussion</category>
			<link>http://www.proz.com/post/3096937#3096937</link>
			<pubDate>Mon, 08 Dec 2025 08:10:04 +0000</pubDate>
			<description>&lt;b&gt;Forum:&lt;/b&gt; Poll Discussion&lt;br/&gt;&lt;b&gt;Topic:&lt;/b&gt; Poll: In legal work, does AI translation increase the need for expert review rather than reduce it?&lt;br/&gt;&lt;b&gt;Poster:&lt;/b&gt; ProZ.com Staff&lt;br/&gt;&lt;br/&gt;This forum topic is for the discussion of the poll question &quot;In legal work, does AI translation increase the need for expert review rather than reduce it?&quot;.&lt;br&gt;&lt;br&gt; View the poll results &amp;raquo;&lt;br&gt;&lt;br&gt;</description>
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