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		<title>ProZ.com Translation Forums</title>
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		<pubDate>Mon, 10 Aug 2026 13:46:36 +0000</pubDate>
		<lastBuildDate>Mon, 10 Aug 2026 13:46:36 +0000</lastBuildDate>
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			<title>AI for translators and interpreters | Why We Built Our Own AI Translation Tool Instead of Using a CAT Tool Plugin | It is for Trados/Memoq</title>
			<author>Tatjana Kostadinovic</author>
			<category>AI for translators and interpreters</category>
			<link>http://ceb.proz.com/post/3116573#3116573</link>
			<pubDate>Mon, 10 Aug 2026 13:30:00 +0000</pubDate>
			<description>&lt;b&gt;Forum:&lt;/b&gt; AI for translators and interpreters&lt;br/&gt;&lt;b&gt;Topic:&lt;/b&gt; Why We Built Our Own AI Translation Tool Instead of Using a CAT Tool Plugin&lt;br/&gt;&lt;b&gt;Poster:&lt;/b&gt; Tatjana Kostadinovic&lt;br/&gt;&lt;b&gt;Post title:&lt;/b&gt; It is for Trados/Memoq&lt;br/&gt;&lt;br/&gt;[quote]macmalon wrote:&lt;br /&gt;&lt;br /&gt;I find this particularly interesting because I reached many of the same conclusions while developing LOXIS.&lt;br /&gt;&lt;br /&gt;As a translator, I also found that simply connecting an LLM to a CAT tool was not enough. The model needs the right terminology, project-specific instructions, contextual information, reference material and QA constraints. The model itself is only one component of the workflow.&lt;br /&gt;&lt;br /&gt;This led me to develop much more than an interface to an LLM. LOXIS has its own project structure, segmentation and import/export pipeline, glossary processing, fuzzy-matching system and review architecture. It analyses resources such as style guides, character sheets, project references and metadata, then identifies the information relevant to each segment.&lt;br /&gt;&lt;br /&gt;Where my approach differs slightly is that I did not want to impose a single workflow. LOXIS can operate as a standalone translation environment, but it can also integrate with existing CAT tools. In the latter case, the translator keeps the familiar CAT environment and its existing resources, while LOXIS adds the contextual, AI-assisted and review layers around it.&lt;br /&gt;&lt;br /&gt;I therefore completely agree with the central point: professional AI-assisted translation requires a complete workflow, not merely a prompt sent to a model. However, I do not think the choice necessarily has to be between a standalone AI tool and a CAT tool plugin. The same underlying translation intelligence can support both approaches.&lt;br /&gt;&lt;br /&gt;For me, the more interesting question is which parts of the workflow benefit from being handled by a specialised system and how that system can remain flexible enough to work both independently and alongside the tools translators already use.&lt;br /&gt; [/quote]&lt;br /&gt;I saw that your tool supports memoQ. I agree that SDLXLIFF parsing is also a major challenge. &lt;br /&gt;My tool has been tested with SDLXLIFF files as well, including handling the file structure and translation workflow requirements.&lt;br /&gt;My main goal is to discuss with translation company CEOs how this tool can be implemented into their workflows and customized according to their needs.&lt;br /&gt;</description>
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			<title>AI for translators and interpreters | Why We Built Our Own AI Translation Tool Instead of Using a CAT Tool Plugin | Standalone or integrated: why not both?</title>
			<author>macmalon</author>
			<category>AI for translators and interpreters</category>
			<link>http://ceb.proz.com/post/3116570#3116570</link>
			<pubDate>Mon, 10 Aug 2026 13:22:00 +0000</pubDate>
			<description>&lt;b&gt;Forum:&lt;/b&gt; AI for translators and interpreters&lt;br/&gt;&lt;b&gt;Topic:&lt;/b&gt; Why We Built Our Own AI Translation Tool Instead of Using a CAT Tool Plugin&lt;br/&gt;&lt;b&gt;Poster:&lt;/b&gt; macmalon&lt;br/&gt;&lt;b&gt;Post title:&lt;/b&gt; Standalone or integrated: why not both?&lt;br/&gt;&lt;br/&gt;I find this particularly interesting because I reached many of the same conclusions while developing LOXIS.&lt;br /&gt;&lt;br /&gt;As a translator, I also found that simply connecting an LLM to a CAT tool was not enough. The model needs the right terminology, project-specific instructions, contextual information, reference material and QA constraints. The model itself is only one component of the workflow.&lt;br /&gt;&lt;br /&gt;This led me to develop much more than an interface to an LLM. LOXIS has its own project structure, segmentation and import/export pipeline, glossary processing, fuzzy-matching system and review architecture. It analyses resources such as style guides, character sheets, project references and metadata, then identifies the information relevant to each segment.&lt;br /&gt;&lt;br /&gt;Where my approach differs slightly is that I did not want to impose a single workflow. LOXIS can operate as a standalone translation environment, but it can also integrate with existing CAT tools. In the latter case, the translator keeps the familiar CAT environment and its existing resources, while LOXIS adds the contextual, AI-assisted and review layers around it.&lt;br /&gt;&lt;br /&gt;I therefore completely agree with the central point: professional AI-assisted translation requires a complete workflow, not merely a prompt sent to a model. However, I do not think the choice necessarily has to be between a standalone AI tool and a CAT tool plugin. The same underlying translation intelligence can support both approaches.&lt;br /&gt;&lt;br /&gt;For me, the more interesting question is which parts of the workflow benefit from being handled by a specialised system and how that system can remain flexible enough to work both independently and alongside the tools translators already use.&lt;br /&gt;</description>
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			<title>Supervertaler | Announcing Supervertaler MCP Server: let Claude for Desktop work directly with your Trados project!  | An increasingly inclusive world</title>
			<author>Dan Lucas</author>
			<category>Supervertaler</category>
			<link>http://ceb.proz.com/post/3116567#3116567</link>
			<pubDate>Mon, 10 Aug 2026 12:49:00 +0000</pubDate>
			<description>&lt;b&gt;Forum:&lt;/b&gt; Supervertaler&lt;br/&gt;&lt;b&gt;Topic:&lt;/b&gt; Announcing Supervertaler MCP Server: let Claude for Desktop work directly with your Trados project! &lt;br/&gt;&lt;b&gt;Poster:&lt;/b&gt; Dan Lucas&lt;br/&gt;&lt;b&gt;Post title:&lt;/b&gt; An increasingly inclusive world&lt;br/&gt;&lt;br/&gt;[quote]Michael Beijer wrote:&lt;br /&gt;PS: Incidentally, this whole workflow definitely has potential for translators with physical disabilities, like severe RSI, etc.[/quote]&lt;br /&gt;Agreed, huge potential. My entire workflow is driven by voice (Talon). What I thought was a disaster two years ago, when I became unable to use Windows Notepad with Dragon Naturally Speaking after upgrading to Windows 11, turned out to be a blessing in disguise.&lt;br /&gt;&lt;br /&gt;I had to move to Talon, which pushed me to Visual Studio Code, and thence to Cursorless, and I have implemented several of my tools as VS Code extensions - none of this would have been possible using DNS and Notepad!&lt;br /&gt;&lt;br /&gt;Dan&lt;br /&gt;PS like you I send nearly everything through a Studio plugin&lt;br/&gt;&lt;br/&gt;[Edited at 2026-08-10 12:50 GMT]</description>
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			<title>Supervertaler | Announcing Supervertaler MCP Server: let Claude for Desktop work directly with your Trados project!  | Say whaaaaat????!!!!</title>
			<author>CafeTran Trainer</author>
			<category>Supervertaler</category>
			<link>http://ceb.proz.com/post/3116564#3116564</link>
			<pubDate>Mon, 10 Aug 2026 12:35:00 +0000</pubDate>
			<description>&lt;b&gt;Forum:&lt;/b&gt; Supervertaler&lt;br/&gt;&lt;b&gt;Topic:&lt;/b&gt; Announcing Supervertaler MCP Server: let Claude for Desktop work directly with your Trados project! &lt;br/&gt;&lt;b&gt;Poster:&lt;/b&gt; CafeTran Trainer&lt;br/&gt;&lt;b&gt;Post title:&lt;/b&gt; Say whaaaaat????!!!!&lt;br/&gt;&lt;br/&gt;[quote]Michael Beijer wrote:&lt;br /&gt;&lt;br /&gt;As if all of this wasn&#039;t already crazy enough, I just realised that I can communicate with Claude about the project it is currently translating in Trados Studio on my desktop computer, in the Claude Android app! Also by voice. I am currently sitting in my garden talking to Claude on my Android phone about the job it&#039;s translating for me in my office. We are definitely living in interesting times!&lt;br /&gt;&lt;br /&gt; [/quote]&lt;br /&gt;&lt;br /&gt;</description>
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			<title>Supervertaler | Announcing Supervertaler MCP Server: let Claude for Desktop work directly with your Trados project!  | As if all of this wasn&#039;t already crazy enough...</title>
			<author>Michael Beijer</author>
			<category>Supervertaler</category>
			<link>http://ceb.proz.com/post/3116561#3116561</link>
			<pubDate>Mon, 10 Aug 2026 12:22:00 +0000</pubDate>
			<description>&lt;b&gt;Forum:&lt;/b&gt; Supervertaler&lt;br/&gt;&lt;b&gt;Topic:&lt;/b&gt; Announcing Supervertaler MCP Server: let Claude for Desktop work directly with your Trados project! &lt;br/&gt;&lt;b&gt;Poster:&lt;/b&gt; Michael Beijer&lt;br/&gt;&lt;b&gt;Post title:&lt;/b&gt; As if all of this wasn&#039;t already crazy enough...&lt;br/&gt;&lt;br/&gt;As if all of this wasn&#039;t already crazy enough, I just realised that I can communicate with Claude about the project it is currently translating in Trados Studio on my desktop computer, in the Claude Android app! Also by voice. I am currently sitting in my garden talking to Claude on my Android phone about the job it&#039;s translating for me in my office. We are definitely living in interesting times!&lt;br /&gt;&lt;br /&gt;</description>
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			<title>Supervertaler | Announcing Supervertaler MCP Server: let Claude for Desktop work directly with your Trados project!  | ghost in the machine</title>
			<author>Michael Beijer</author>
			<category>Supervertaler</category>
			<link>http://ceb.proz.com/post/3116558#3116558</link>
			<pubDate>Mon, 10 Aug 2026 11:55:00 +0000</pubDate>
			<description>&lt;b&gt;Forum:&lt;/b&gt; Supervertaler&lt;br/&gt;&lt;b&gt;Topic:&lt;/b&gt; Announcing Supervertaler MCP Server: let Claude for Desktop work directly with your Trados project! &lt;br/&gt;&lt;b&gt;Poster:&lt;/b&gt; Michael Beijer&lt;br/&gt;&lt;b&gt;Post title:&lt;/b&gt; ghost in the machine&lt;br/&gt;&lt;br/&gt;Example of my first job of the day...&lt;br/&gt;&lt;br/&gt;My chat input dictated with Wispr Flow. Once the MCP server starts on the actual work, I see the grid updating automatically, like magic.&lt;br /&gt;&lt;br /&gt;PS: Incidentally, this whole workflow definitely has potential for translators with physical disabilities, like severe RSI, etc.</description>
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			<title>Supervertaler | Announcing Supervertaler MCP Server: let Claude for Desktop work directly with your Trados project!  | Yes – it all runs through the plugin, inside the Studio process</title>
			<author>Michael Beijer</author>
			<category>Supervertaler</category>
			<link>http://ceb.proz.com/post/3116555#3116555</link>
			<pubDate>Mon, 10 Aug 2026 11:31:00 +0000</pubDate>
			<description>&lt;b&gt;Forum:&lt;/b&gt; Supervertaler&lt;br/&gt;&lt;b&gt;Topic:&lt;/b&gt; Announcing Supervertaler MCP Server: let Claude for Desktop work directly with your Trados project! &lt;br/&gt;&lt;b&gt;Poster:&lt;/b&gt; Michael Beijer&lt;br/&gt;&lt;b&gt;Post title:&lt;/b&gt; Yes – it all runs through the plugin, inside the Studio process&lt;br/&gt;&lt;br/&gt;[quote]Dan Lucas wrote:&lt;br /&gt;&lt;br /&gt;[quote]Michael Beijer wrote:&lt;br /&gt;There are currently 49 tools, and more are being added daily.[/quote]&lt;br /&gt;Looks great. Do you access these functions through your own Studio plugin? That was the only way I found to be effective.&lt;br /&gt;&lt;br /&gt;Dan [/quote]&lt;br /&gt;&lt;br /&gt;Yes – everything goes through the plugin&lt;br /&gt;&lt;br /&gt;There are two pieces:&lt;br /&gt;&lt;br /&gt;• A tiny MCP server (a standalone .exe, installed into Claude for Desktop as a .mcpb extension). It speaks the MCP protocol to Claude and does nothing else – it holds no Trados logic at all.&lt;br /&gt;&lt;br /&gt;• Supervertaler for Trados, which starts a small localhost-only HTTP bridge inside the Studio process itself. Random port, fresh bearer token per session, handshake file so the .exe can find it, and it never accepts anything but  [IP removed]  connections.&lt;br /&gt;&lt;br /&gt;So Claude → MCP .exe → bridge → the plugin, which is already sitting inside Studio and can call the Studio API directly, on Studio&#039;s own UI thread.&lt;br /&gt;&lt;br /&gt;That in-process bit is the whole trick, and it&#039;s what you ran into as well: the Studio API is only really usable from inside Studio. Anything working from the outside is stuck with SDLXLIFF files on disk, which means you get a snapshot, not the session. No active segment, no live TM lookups, no termbase the project actually has attached, no comments/tracked changes as Studio sees them — and no way to write back without the user closing, you editing, and them reopening.&lt;br /&gt;&lt;br /&gt;Going through the plugin means Claude sees the document you have open right now. When it calls &lt;b&gt;go_to_segment&lt;/b&gt;, your cursor moves (which is kind of magical to see). When it calls &lt;b&gt;update_segments&lt;/b&gt;, the edit appears in the grid in front of you and you can Ctrl+Z it like any other change. &lt;b&gt;search_tm&lt;/b&gt; hits the actual TMs attached to the project. That&#039;s the difference between &quot;an AI that processes your files&quot; and &quot;an AI sitting next to you in Studio&quot;, and it&#039;s why it feels the way it does.&lt;br /&gt;&lt;br /&gt;And all of this is possible using natural language. That is, you don&#039;t need to remember any of the tool names. And of course, to make it even more fun, instead of typing in Claude Desktop&#039;s chat window, you should start dictating! And use your Talon scripts to carry out various keyboard operations in Trados Studio, by voice, or use the built-in voice commands that come with Supervertaler for Trados. &lt;br /&gt;&lt;br /&gt;(Practical bonus of the split: the .exe is trivial and never needs Studio internals, so the 49 tools live in the plugin and I can add tools without users reinstalling the Claude Desktop side. It just re-reads the tool list from the bridge.)&lt;br /&gt;&lt;br /&gt;Docs, if you want the gory details:  [url removed] &lt;br /&gt;&lt;br /&gt;Michael&lt;br/&gt;&lt;br/&gt;&lt;b&gt;PS: All code written by Claude Code (Opus 5 and Fable 5). Design and blame: mine.&lt;/b&gt;&lt;br/&gt;&lt;br/&gt;[Edited at 2026-08-10 11:34 GMT]</description>
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			<title>MemoQ support | Import filter for markdown files wanted | Thanks!</title>
			<author>Katja Heimann-Kiefer</author>
			<category>MemoQ support</category>
			<link>http://ceb.proz.com/post/3116552#3116552</link>
			<pubDate>Mon, 10 Aug 2026 11:23:00 +0000</pubDate>
			<description>&lt;b&gt;Forum:&lt;/b&gt; MemoQ support&lt;br/&gt;&lt;b&gt;Topic:&lt;/b&gt; Import filter for markdown files wanted&lt;br/&gt;&lt;b&gt;Poster:&lt;/b&gt; Katja Heimann-Kiefer&lt;br/&gt;&lt;b&gt;Post title:&lt;/b&gt; Thanks!&lt;br/&gt;&lt;br/&gt;Thank you so much, this seems to work and I&#039;ll try the next batch in Trados.&lt;br /&gt;&lt;br /&gt;(I hadn&#039;t expected the macro file to contain the instructions, ooops!)&lt;br /&gt;&lt;br /&gt;Thanks, Katja</description>
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			<title>Translation Theory and Practice | Foreignisation vs. Domestication: Which Approach Do You Use in Your Translations? | @Giulbas</title>
			<author>Maria Teresa Borges de Almeida</author>
			<category>Translation Theory and Practice</category>
			<link>http://ceb.proz.com/post/3116549#3116549</link>
			<pubDate>Mon, 10 Aug 2026 10:58:00 +0000</pubDate>
			<description>&lt;b&gt;Forum:&lt;/b&gt; Translation Theory and Practice&lt;br/&gt;&lt;b&gt;Topic:&lt;/b&gt; Foreignisation vs. Domestication: Which Approach Do You Use in Your Translations?&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; @Giulbas&lt;br/&gt;&lt;br/&gt;I have been translating for over 40 years but I never translated literature. In the texts I have been translating (marketing, economics, law, ecology, education, development cooperation…), my approach is generally to bring the author closer to the reader and make the text read as smoothly as possible in the target language, although there may occasionally be instances where I do not do so (keeping some loanwords, for example).</description>
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			<title>Scams | Impersonation of a legitimate USA bank | They use anything</title>
			<author>expressisverbis</author>
			<category>Scams</category>
			<link>http://ceb.proz.com/post/3116543#3116543</link>
			<pubDate>Mon, 10 Aug 2026 10:31:00 +0000</pubDate>
			<description>&lt;b&gt;Forum:&lt;/b&gt; Scams&lt;br/&gt;&lt;b&gt;Topic:&lt;/b&gt; Impersonation of a legitimate USA bank&lt;br/&gt;&lt;b&gt;Poster:&lt;/b&gt; expressisverbis&lt;br/&gt;&lt;b&gt;Post title:&lt;/b&gt; They use anything&lt;br/&gt;&lt;br/&gt;I don&#039;t even need to do any preliminary checks on these kinds of ridiculous messages.&lt;br /&gt;I almost always post these scams here to warn newer translators who have little experience with this type of scam.&lt;br /&gt;Then I delete this junk from my inbox.&lt;br /&gt;Scammers will use anything, they might use texts they probably wrote years ago or ones generated by AI, but there’s always a red flag, a weird email address, a slip of the tongue, or something else that immediately catches my attention.</description>
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			<title>Supervertaler | Announcing Supervertaler MCP Server: let Claude for Desktop work directly with your Trados project!  | Good work</title>
			<author>Dan Lucas</author>
			<category>Supervertaler</category>
			<link>http://ceb.proz.com/post/3116540#3116540</link>
			<pubDate>Mon, 10 Aug 2026 10:24:00 +0000</pubDate>
			<description>&lt;b&gt;Forum:&lt;/b&gt; Supervertaler&lt;br/&gt;&lt;b&gt;Topic:&lt;/b&gt; Announcing Supervertaler MCP Server: let Claude for Desktop work directly with your Trados project! &lt;br/&gt;&lt;b&gt;Poster:&lt;/b&gt; Dan Lucas&lt;br/&gt;&lt;b&gt;Post title:&lt;/b&gt; Good work&lt;br/&gt;&lt;br/&gt;[quote]Michael Beijer wrote:&lt;br /&gt;There are currently 49 tools, and more are being added daily.[/quote]&lt;br /&gt;Looks great. Do you access these functions through your own Studio plugin? That was the only way I found to be effective.&lt;br /&gt;&lt;br /&gt;Dan</description>
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			<title>Off topic | Interpretation project in France and Georgia. | Unusual requests</title>
			<author>expressisverbis</author>
			<category>Off topic</category>
			<link>http://ceb.proz.com/post/3116537#3116537</link>
			<pubDate>Mon, 10 Aug 2026 10:17:00 +0000</pubDate>
			<description>&lt;b&gt;Forum:&lt;/b&gt; Off topic&lt;br/&gt;&lt;b&gt;Topic:&lt;/b&gt; Interpretation project in France and Georgia.&lt;br/&gt;&lt;b&gt;Poster:&lt;/b&gt; expressisverbis&lt;br/&gt;&lt;b&gt;Post title:&lt;/b&gt; Unusual requests&lt;br/&gt;&lt;br/&gt;And what’s unusual is asking colleagues to make phone calls to certain countries. &lt;br /&gt;I also vaguely remember this member asking to make a call to Spain and wondering if I could help, and I am in Portugal...&lt;br /&gt;It’s really best not to engage.&lt;br /&gt;With today’s technological advances and the many resources available, I can’t understand this kind of request.&lt;br /&gt;</description>
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			<title>Déjà Vu support | DVX2 vs. DVX3 | Yes, Hans</title>
			<author>WolfgangS</author>
			<category>Déjà Vu support</category>
			<link>http://ceb.proz.com/post/3116534#3116534</link>
			<pubDate>Mon, 10 Aug 2026 10:08:00 +0000</pubDate>
			<description>&lt;b&gt;Forum:&lt;/b&gt; Déjà Vu support&lt;br/&gt;&lt;b&gt;Topic:&lt;/b&gt; DVX2 vs. DVX3&lt;br/&gt;&lt;b&gt;Poster:&lt;/b&gt; WolfgangS&lt;br/&gt;&lt;b&gt;Post title:&lt;/b&gt; Yes, Hans&lt;br/&gt;&lt;br/&gt;[quote]CafeTran Trainer wrote:&lt;br /&gt;&lt;br /&gt;[quote]WolfgangS wrote:&lt;br /&gt;&lt;br /&gt;I&#039;m currently working with DVX2 for which I have a licence. I&#039;m evaluating if it is worth the money investing in an upgrade to DVX3. So is there such a big difference between the two versions (I know DeepL is not included among the MT tools in DVX2)? [/quote]&lt;br /&gt;&lt;br /&gt;Hello Wolfgang,&lt;br /&gt;&lt;br /&gt;Are you already a member of this group:&lt;br/&gt;&lt;br/&gt;There are many colleagues there with profound knowledge of both versions of Déjà Vu.&lt;br /&gt;&lt;br /&gt;H. [/quote]&lt;br /&gt;&lt;br /&gt;I am a member if this group</description>
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			<title>Déjà Vu support | DVX2 vs. DVX3 | Déjà Vu group</title>
			<author>CafeTran Trainer</author>
			<category>Déjà Vu support</category>
			<link>http://ceb.proz.com/post/3116531#3116531</link>
			<pubDate>Mon, 10 Aug 2026 10:05:00 +0000</pubDate>
			<description>&lt;b&gt;Forum:&lt;/b&gt; Déjà Vu support&lt;br/&gt;&lt;b&gt;Topic:&lt;/b&gt; DVX2 vs. DVX3&lt;br/&gt;&lt;b&gt;Poster:&lt;/b&gt; CafeTran Trainer&lt;br/&gt;&lt;b&gt;Post title:&lt;/b&gt; Déjà Vu group&lt;br/&gt;&lt;br/&gt;[quote]WolfgangS wrote:&lt;br /&gt;&lt;br /&gt;I&#039;m currently working with DVX2 for which I have a licence. I&#039;m evaluating if it is worth the money investing in an upgrade to DVX3. So is there such a big difference between the two versions (I know DeepL is not included among the MT tools in DVX2)? [/quote]&lt;br /&gt;&lt;br /&gt;Hello Wolfgang,&lt;br /&gt;&lt;br /&gt;Are you already a member of this group:&lt;br/&gt;&lt;br/&gt;There are many colleagues there with profound knowledge of both versions of Déjà Vu.&lt;br /&gt;&lt;br /&gt;H.</description>
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			<title>Translation Theory and Practice | Foreignisation vs. Domestication: Which Approach Do You Use in Your Translations? | I don&#039;t really understand both concepts but..</title>
			<author>Josephine Cassar</author>
			<category>Translation Theory and Practice</category>
			<link>http://ceb.proz.com/post/3116528#3116528</link>
			<pubDate>Mon, 10 Aug 2026 10:03:00 +0000</pubDate>
			<description>&lt;b&gt;Forum:&lt;/b&gt; Translation Theory and Practice&lt;br/&gt;&lt;b&gt;Topic:&lt;/b&gt; Foreignisation vs. Domestication: Which Approach Do You Use in Your Translations?&lt;br/&gt;&lt;b&gt;Poster:&lt;/b&gt; Josephine Cassar&lt;br/&gt;&lt;b&gt;Post title:&lt;/b&gt; I don&#039;t really understand both concepts but..&lt;br/&gt;&lt;br/&gt;Doesn&#039;t it also depend on what you&#039;re going to use the translation for? More often than not, I think we take the author to the reader.</description>
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			<title>AI for translators and interpreters | Why We Built Our Own AI Translation Tool Instead of Using a CAT Tool Plugin | Why AI Translation Belongs in the Localization Conversation</title>
			<author>Tatjana Kostadinovic</author>
			<category>AI for translators and interpreters</category>
			<link>http://ceb.proz.com/post/3116525#3116525</link>
			<pubDate>Mon, 10 Aug 2026 10:02:00 +0000</pubDate>
			<description>&lt;b&gt;Forum:&lt;/b&gt; AI for translators and interpreters&lt;br/&gt;&lt;b&gt;Topic:&lt;/b&gt; Why We Built Our Own AI Translation Tool Instead of Using a CAT Tool Plugin&lt;br/&gt;&lt;b&gt;Poster:&lt;/b&gt; Tatjana Kostadinovic&lt;br/&gt;&lt;b&gt;Post title:&lt;/b&gt; Why AI Translation Belongs in the Localization Conversation&lt;br/&gt;&lt;br/&gt;[quote]WolfgangS wrote:&lt;br /&gt;&lt;br /&gt;[quote]Tatjana Kostadinovic wrote:&lt;br /&gt;&lt;br /&gt;[quote]Zea_Mays wrote:&lt;br /&gt;&lt;br /&gt;[quote]Tatjana Kostadinovic wrote:&lt;br /&gt;&lt;br /&gt;AI is already helping senior developers with complex coding tasks. So why can&#039;t AI help achieve human-like translation quality?&lt;br /&gt;&lt;br /&gt;[/quote]&lt;br /&gt;&lt;br /&gt;I am a software developer, and I have seen how much Claude and other AI models have advanced. Many senior developers are now using AI tools to improve their coding productivity and solve complex problems.&lt;br /&gt;&lt;br /&gt;[/quote]&lt;br /&gt;&lt;br /&gt;But isn&#039;t this forum supposed to be a translators forum? [/quote]&lt;br /&gt;&lt;br /&gt;Yes, absolutely. That&#039;s why I&#039;m posting here. My work is specifically focused on AI translation and localization. The coding example is only from my experience as a software developer; my main point is whether we can apply the same advances in AI to achieve professional-level translation quality.</description>
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			<title>AI for translators and interpreters | Why We Built Our Own AI Translation Tool Instead of Using a CAT Tool Plugin | Correct me if I&#039;m wrong</title>
			<author>WolfgangS</author>
			<category>AI for translators and interpreters</category>
			<link>http://ceb.proz.com/post/3116522#3116522</link>
			<pubDate>Mon, 10 Aug 2026 09:54:00 +0000</pubDate>
			<description>&lt;b&gt;Forum:&lt;/b&gt; AI for translators and interpreters&lt;br/&gt;&lt;b&gt;Topic:&lt;/b&gt; Why We Built Our Own AI Translation Tool Instead of Using a CAT Tool Plugin&lt;br/&gt;&lt;b&gt;Poster:&lt;/b&gt; WolfgangS&lt;br/&gt;&lt;b&gt;Post title:&lt;/b&gt; Correct me if I&#039;m wrong&lt;br/&gt;&lt;br/&gt;[quote]Tatjana Kostadinovic wrote:&lt;br /&gt;&lt;br /&gt;[quote]Zea_Mays wrote:&lt;br /&gt;&lt;br /&gt;[quote]Tatjana Kostadinovic wrote:&lt;br /&gt;&lt;br /&gt;AI is already helping senior developers with complex coding tasks. So why can&#039;t AI help achieve human-like translation quality?&lt;br /&gt;&lt;br /&gt;[/quote]&lt;br /&gt;&lt;br /&gt;I am a software developer, and I have seen how much Claude and other AI models have advanced. Many senior developers are now using AI tools to improve their coding productivity and solve complex problems.&lt;br /&gt;&lt;br /&gt;[/quote]&lt;br /&gt;&lt;br /&gt;But isn&#039;t this forum supposed to be a translators forum?</description>
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			<title>AI for translators and interpreters | Why We Built Our Own AI Translation Tool Instead of Using a CAT Tool Plugin | It is not 2024 or 2025</title>
			<author>Tatjana Kostadinovic</author>
			<category>AI for translators and interpreters</category>
			<link>http://ceb.proz.com/post/3116519#3116519</link>
			<pubDate>Mon, 10 Aug 2026 09:43:00 +0000</pubDate>
			<description>&lt;b&gt;Forum:&lt;/b&gt; AI for translators and interpreters&lt;br/&gt;&lt;b&gt;Topic:&lt;/b&gt; Why We Built Our Own AI Translation Tool Instead of Using a CAT Tool Plugin&lt;br/&gt;&lt;b&gt;Poster:&lt;/b&gt; Tatjana Kostadinovic&lt;br/&gt;&lt;b&gt;Post title:&lt;/b&gt; It is not 2024 or 2025&lt;br/&gt;&lt;br/&gt;[quote]Zea_Mays wrote:&lt;br /&gt;&lt;br /&gt;[quote]Tatjana Kostadinovic wrote:&lt;br /&gt;&lt;br /&gt;AI is already helping senior developers with complex coding tasks. So why can&#039;t AI help achieve human-like translation quality?&lt;br /&gt;&lt;br /&gt;[/quote]&lt;br /&gt;&lt;br /&gt;I am a software developer, and I have seen how much Claude and other AI models have advanced. Many senior developers are now using AI tools to improve their coding productivity and solve complex problems.&lt;br /&gt;&lt;br /&gt;My point is: if AI can assist with or even outperform experienced developers in certain coding tasks, why can&#039;t we apply the same approach to translation and help AI achieve professional-level translation quality?&lt;br /&gt;&lt;br /&gt;The key is not simply using AI directly, but building the right workflow around it with proper instructions, context, terminology, and quality checks.</description>
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			<title>Déjà Vu support | DVX2 vs. DVX3</title>
			<author>WolfgangS</author>
			<category>Déjà Vu support</category>
			<link>http://ceb.proz.com/post/3116516#3116516</link>
			<pubDate>Mon, 10 Aug 2026 09:29:00 +0000</pubDate>
			<description>&lt;b&gt;Forum:&lt;/b&gt; Déjà Vu support&lt;br/&gt;&lt;b&gt;Topic:&lt;/b&gt; DVX2 vs. DVX3&lt;br/&gt;&lt;b&gt;Poster:&lt;/b&gt; WolfgangS&lt;br/&gt;&lt;br/&gt;I&#039;m currently working with DVX2 for which I have a licence. I&#039;m evaluating if it is worth the money investing in an upgrade to DVX3. So is there such a big difference between the two versions (I know DeepL is not included among the MT tools in DVX2)?</description>
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			<title>AI for translators and interpreters | Why We Built Our Own AI Translation Tool Instead of Using a CAT Tool Plugin | apples and pears</title>
			<author>Zea_Mays</author>
			<category>AI for translators and interpreters</category>
			<link>http://ceb.proz.com/post/3116513#3116513</link>
			<pubDate>Mon, 10 Aug 2026 09:24:00 +0000</pubDate>
			<description>&lt;b&gt;Forum:&lt;/b&gt; AI for translators and interpreters&lt;br/&gt;&lt;b&gt;Topic:&lt;/b&gt; Why We Built Our Own AI Translation Tool Instead of Using a CAT Tool Plugin&lt;br/&gt;&lt;b&gt;Poster:&lt;/b&gt; Zea_Mays&lt;br/&gt;&lt;b&gt;Post title:&lt;/b&gt; apples and pears&lt;br/&gt;&lt;br/&gt;[quote]Tatjana Kostadinovic wrote:&lt;br /&gt;&lt;br /&gt;AI is already helping senior developers with complex coding tasks. So why can&#039;t AI help achieve human-like translation quality?&lt;br /&gt;&lt;br /&gt;[/quote]&lt;br /&gt;&lt;br /&gt;No comment on comparing coding with translation, but you may have heard about the many big issues so-called vibe coding has caused.</description>
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			<title>AI for translators and interpreters | Why We Built Our Own AI Translation Tool Instead of Using a CAT Tool Plugin | Not just marketing.</title>
			<author>Tatjana Kostadinovic</author>
			<category>AI for translators and interpreters</category>
			<link>http://ceb.proz.com/post/3116510#3116510</link>
			<pubDate>Mon, 10 Aug 2026 08:54:00 +0000</pubDate>
			<description>&lt;b&gt;Forum:&lt;/b&gt; AI for translators and interpreters&lt;br/&gt;&lt;b&gt;Topic:&lt;/b&gt; Why We Built Our Own AI Translation Tool Instead of Using a CAT Tool Plugin&lt;br/&gt;&lt;b&gt;Poster:&lt;/b&gt; Tatjana Kostadinovic&lt;br/&gt;&lt;b&gt;Post title:&lt;/b&gt; Not just marketing.&lt;br/&gt;&lt;br/&gt;[quote]Zea_Mays wrote:&lt;br /&gt;&lt;br /&gt;[quote]Lieven Malaise wrote:&lt;br /&gt;&lt;br /&gt;[quote]Tatjana Kostadinovic wrote:&lt;br /&gt;Sorry, It is private project. [/quote]&lt;br /&gt;&lt;br /&gt;I completely understand that you want to keep this private, don&#039;t get me wrong. But if you don&#039;t want to make it publicly available or don&#039;t intend to sell it or can&#039;t be more specific about it than this, then why are you starting a thread about it? What&#039;s the point? [/quote]&lt;br /&gt;&lt;br /&gt;Marketing. [/quote]&lt;br /&gt;&lt;br /&gt;AI is already helping senior developers with complex coding tasks. So why can&#039;t AI help achieve human-like translation quality?&lt;br /&gt;&lt;br /&gt;The future of translation is not AI replacing humans, but AI working together with translators. An AI-powered workflow can handle large volumes quickly, while human experts focus on review and quality control.&lt;br /&gt;&lt;br /&gt;I believe it is time to embrace AI translation and build a faster, smarter localization workflow.</description>
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			<title>Money matters | Lexint GmbH (Germany) – EUR 2,993 outstanding after repeated payment commitments | Appreciate the tip!</title>
			<author>Linh Hoang</author>
			<category>Money matters</category>
			<link>http://ceb.proz.com/post/3116504#3116504</link>
			<pubDate>Mon, 10 Aug 2026 08:29:00 +0000</pubDate>
			<description>&lt;b&gt;Forum:&lt;/b&gt; Money matters&lt;br/&gt;&lt;b&gt;Topic:&lt;/b&gt; Lexint GmbH (Germany) – EUR 2,993 outstanding after repeated payment commitments&lt;br/&gt;&lt;b&gt;Poster:&lt;/b&gt; Linh Hoang&lt;br/&gt;&lt;b&gt;Post title:&lt;/b&gt; Appreciate the tip!&lt;br/&gt;&lt;br/&gt;Thanks for the tip! I checked the “Netzwerk” section and found some interesting connections involving Lexint’s two managing directors, David Pinzón and Mentor Demolli, and several other companies. Definitely something worth looking into further. Thanks again for pointing me in that direction!&lt;br /&gt;&lt;br /&gt;[quote]Zea_Mays wrote:&lt;br /&gt;&lt;br /&gt;I&#039;m sorry to hear about your experience.&lt;br /&gt;Based on what is published on the following site, the company looks a bit suspicious (check &#039;Netzwerk&#039;):  [url removed] ,%20Frankfurt%20a%C2%B7%20Main/Amtsgericht%20Frankfurt%20am%20Main%20HRB%20117887 [/quote]</description>
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			<title>Supervertaler | Announcing Supervertaler MCP Server: let Claude for Desktop work directly with your Trados project!  | unless...</title>
			<author>Zea_Mays</author>
			<category>Supervertaler</category>
			<link>http://ceb.proz.com/post/3116501#3116501</link>
			<pubDate>Mon, 10 Aug 2026 08:17:00 +0000</pubDate>
			<description>&lt;b&gt;Forum:&lt;/b&gt; Supervertaler&lt;br/&gt;&lt;b&gt;Topic:&lt;/b&gt; Announcing Supervertaler MCP Server: let Claude for Desktop work directly with your Trados project! &lt;br/&gt;&lt;b&gt;Poster:&lt;/b&gt; Zea_Mays&lt;br/&gt;&lt;b&gt;Post title:&lt;/b&gt; unless...&lt;br/&gt;&lt;br/&gt;[quote]Kaspars Melkis wrote:&lt;br /&gt;&lt;br /&gt;Most interesting is that you can use simple verbal commands to control and manage Trados software instead of clicking through menus. Could it be a new way to do things? The old UI paradigm is obsolete. The future is simply asking the software to do things we want and the software does it or explains that it cannot be done and suggests ways how to do it differently! :) [/quote]&lt;br /&gt;&lt;br /&gt;It makes me think of those infinite-loop experiences with phone bots in customer support lines:&lt;b&gt;&lt;i&gt;Sorry, I didn&#039;t understand. Please repeat.&lt;/i&gt;&lt;/b&gt;  :-D</description>
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			<title>AI for translators and interpreters | Why We Built Our Own AI Translation Tool Instead of Using a CAT Tool Plugin | the point</title>
			<author>Zea_Mays</author>
			<category>AI for translators and interpreters</category>
			<link>http://ceb.proz.com/post/3116498#3116498</link>
			<pubDate>Mon, 10 Aug 2026 08:10:00 +0000</pubDate>
			<description>&lt;b&gt;Forum:&lt;/b&gt; AI for translators and interpreters&lt;br/&gt;&lt;b&gt;Topic:&lt;/b&gt; Why We Built Our Own AI Translation Tool Instead of Using a CAT Tool Plugin&lt;br/&gt;&lt;b&gt;Poster:&lt;/b&gt; Zea_Mays&lt;br/&gt;&lt;b&gt;Post title:&lt;/b&gt; the point&lt;br/&gt;&lt;br/&gt;[quote]Lieven Malaise wrote:&lt;br /&gt;&lt;br /&gt;[quote]Tatjana Kostadinovic wrote:&lt;br /&gt;Sorry, It is private project. [/quote]&lt;br /&gt;&lt;br /&gt;I completely understand that you want to keep this private, don&#039;t get me wrong. But if you don&#039;t want to make it publicly available or don&#039;t intend to sell it or can&#039;t be more specific about it than this, then why are you starting a thread about it? What&#039;s the point? [/quote]&lt;br /&gt;&lt;br /&gt;Marketing.</description>
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			<title>Money matters | Lexint GmbH (Germany) – EUR 2,993 outstanding after repeated payment commitments | ...</title>
			<author>Zea_Mays</author>
			<category>Money matters</category>
			<link>http://ceb.proz.com/post/3116495#3116495</link>
			<pubDate>Mon, 10 Aug 2026 08:05:00 +0000</pubDate>
			<description>&lt;b&gt;Forum:&lt;/b&gt; Money matters&lt;br/&gt;&lt;b&gt;Topic:&lt;/b&gt; Lexint GmbH (Germany) – EUR 2,993 outstanding after repeated payment commitments&lt;br/&gt;&lt;b&gt;Poster:&lt;/b&gt; Zea_Mays&lt;br/&gt;&lt;b&gt;Post title:&lt;/b&gt; ...&lt;br/&gt;&lt;br/&gt;I&#039;m sorry to hear about your experience.&lt;br /&gt;Based on what is published on the following site, the company looks a bit suspicious (check &#039;Netzwerk&#039;):  [url removed] ,%20Frankfurt%20a%C2%B7%20Main/Amtsgericht%20Frankfurt%20am%20Main%20HRB%20117887</description>
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			<title>Money matters | Lexint GmbH (Germany) – EUR 2,993 outstanding after repeated payment commitments</title>
			<author>Linh Hoang</author>
			<category>Money matters</category>
			<link>http://ceb.proz.com/post/3116492#3116492</link>
			<pubDate>Mon, 10 Aug 2026 07:07:00 +0000</pubDate>
			<description>&lt;b&gt;Forum:&lt;/b&gt; Money matters&lt;br/&gt;&lt;b&gt;Topic:&lt;/b&gt; Lexint GmbH (Germany) – EUR 2,993 outstanding after repeated payment commitments&lt;br/&gt;&lt;b&gt;Poster:&lt;/b&gt; Linh Hoang&lt;br/&gt;&lt;br/&gt;Hello colleages,&lt;br /&gt;&lt;br /&gt;I would like to share my experience with Lexint GmbH (Frankfurt am Main, Germany) and ask whether other translators have experienced similar payment issues.&lt;br /&gt;&lt;br /&gt;Between December 2025 and February 2026, I completed three translation assignments for Lexint. All three assignments were delivered on time, and the work was described by the client as “very satisfactory.”&lt;br /&gt;&lt;br /&gt;The total outstanding amount is EUR 2,993. Despite repeated payment commitments, including specific promises to pay by 30 June and, at the latest, 15 July 2026, payment has not been received.&lt;br /&gt;&lt;br /&gt;I subsequently issued three formal demands for payment (First, Second and Final Formal Demand). The client also proposed payment by installments but did not provide the promised repayment schedule. My subsequent payment follow-ups have gone unanswered.&lt;br /&gt;&lt;br /&gt;I have now started taking formal steps to recover the outstanding amount.&lt;br /&gt;&lt;br /&gt;I am posting this for professional awareness and would appreciate hearing from other translators who may have had recent payment experiences with Lexint GmbH.&lt;br /&gt;&lt;br /&gt;If anyone has relevant experience, particularly regarding recent payment delays, I would be grateful if you could share it here.&lt;br /&gt;&lt;br /&gt;Regards,&lt;br /&gt;&lt;br /&gt;Linh &lt;br/&gt;&lt;br/&gt;[Edited at 2026-08-10 07:08 GMT]</description>
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			<title>AI for translators and interpreters | Why We Built Our Own AI Translation Tool Instead of Using a CAT Tool Plugin | Why I post this thread</title>
			<author>Tatjana Kostadinovic</author>
			<category>AI for translators and interpreters</category>
			<link>http://ceb.proz.com/post/3116489#3116489</link>
			<pubDate>Mon, 10 Aug 2026 07:05:00 +0000</pubDate>
			<description>&lt;b&gt;Forum:&lt;/b&gt; AI for translators and interpreters&lt;br/&gt;&lt;b&gt;Topic:&lt;/b&gt; Why We Built Our Own AI Translation Tool Instead of Using a CAT Tool Plugin&lt;br/&gt;&lt;b&gt;Poster:&lt;/b&gt; Tatjana Kostadinovic&lt;br/&gt;&lt;b&gt;Post title:&lt;/b&gt; Why I post this thread&lt;br/&gt;&lt;br/&gt;[quote]Lieven Malaise wrote:&lt;br /&gt;&lt;br /&gt;[quote]Tatjana Kostadinovic wrote:&lt;br /&gt;Sorry, It is private project. [/quote]&lt;br /&gt;&lt;br /&gt;I completely understand that you want to keep this private, don&#039;t get me wrong. But if you don&#039;t want to make it publicly available or don&#039;t intend to sell it or can&#039;t be more specific about it than this, then why are you starting a thread about it? What&#039;s the point? [/quote]&lt;br /&gt;&lt;br /&gt;Thanks for your question.&lt;br /&gt;&lt;br /&gt;I created this post because many translators believe that AI cannot achieve human-like translation quality, and I wanted to share my experience and explain what I learned while developing this workflow.&lt;br /&gt;&lt;br /&gt;My goal is not to make the source code public, but to explore opportunities to provide the tool to translation companies or integrate it into professional localization workflows.&lt;br /&gt;&lt;br /&gt;Of course, through private discussions, I can share a short demo or provide more details. Interested users can also test the translation results with their own files and evaluate the workflow themselves.</description>
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			<title>Off topic | Interpretation project in France and Georgia. | Remember</title>
			<author>Lieven Malaise</author>
			<category>Off topic</category>
			<link>http://ceb.proz.com/post/3116486#3116486</link>
			<pubDate>Mon, 10 Aug 2026 06:58:00 +0000</pubDate>
			<description>&lt;b&gt;Forum:&lt;/b&gt; Off topic&lt;br/&gt;&lt;b&gt;Topic:&lt;/b&gt; Interpretation project in France and Georgia.&lt;br/&gt;&lt;b&gt;Poster:&lt;/b&gt; Lieven Malaise&lt;br/&gt;&lt;b&gt;Post title:&lt;/b&gt; Remember&lt;br/&gt;&lt;br/&gt;[quote]Dan Lucas wrote:&lt;br /&gt;...of plaintive requests for information that appears once or twice a year, typically for information pertaining to (a suspiciously wide range of) other countries that could easily be googled.&lt;br /&gt;&lt;br /&gt;I&#039;m not exactly sure what the driver of this behavior is, but probably better not to engage.[/quote]&lt;br /&gt;&lt;br /&gt;Yes, I vaguely remember a discussion with this person about their weird posts. I must say they haven&#039;t become less weird.</description>
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			<title>Off topic | Interpretation project in France and Georgia. | The latest in an irregular series...</title>
			<author>Dan Lucas</author>
			<category>Off topic</category>
			<link>http://ceb.proz.com/post/3116483#3116483</link>
			<pubDate>Mon, 10 Aug 2026 06:05:00 +0000</pubDate>
			<description>&lt;b&gt;Forum:&lt;/b&gt; Off topic&lt;br/&gt;&lt;b&gt;Topic:&lt;/b&gt; Interpretation project in France and Georgia.&lt;br/&gt;&lt;b&gt;Poster:&lt;/b&gt; Dan Lucas&lt;br/&gt;&lt;b&gt;Post title:&lt;/b&gt; The latest in an irregular series...&lt;br/&gt;&lt;br/&gt;...of plaintive requests for information that appears once or twice a year, typically for information pertaining to (a suspiciously wide range of) other countries that could easily be googled.&lt;br /&gt;&lt;br /&gt;I&#039;m not exactly sure what the driver of this behavior is, but probably better not to engage.&lt;br /&gt;&lt;br /&gt;July 2026:&lt;br /&gt; [url removed] &lt;br /&gt;&lt;br /&gt;January 2026:&lt;br /&gt; [url removed] &lt;br /&gt;&lt;br /&gt;October 2025:&lt;br /&gt; [url removed] &lt;br /&gt;&lt;br /&gt;September 2025&lt;br /&gt; [url removed] &lt;br /&gt;&lt;br /&gt;October 2023:&lt;br /&gt; [url removed] &lt;br /&gt;&lt;br /&gt;July 2023:&lt;br /&gt; [url removed] &lt;br /&gt;&lt;br /&gt;And many others.</description>
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			<title>AI for translators and interpreters | Why We Built Our Own AI Translation Tool Instead of Using a CAT Tool Plugin | Point</title>
			<author>Lieven Malaise</author>
			<category>AI for translators and interpreters</category>
			<link>http://ceb.proz.com/post/3116480#3116480</link>
			<pubDate>Mon, 10 Aug 2026 05:45:00 +0000</pubDate>
			<description>&lt;b&gt;Forum:&lt;/b&gt; AI for translators and interpreters&lt;br/&gt;&lt;b&gt;Topic:&lt;/b&gt; Why We Built Our Own AI Translation Tool Instead of Using a CAT Tool Plugin&lt;br/&gt;&lt;b&gt;Poster:&lt;/b&gt; Lieven Malaise&lt;br/&gt;&lt;b&gt;Post title:&lt;/b&gt; Point&lt;br/&gt;&lt;br/&gt;[quote]Tatjana Kostadinovic wrote:&lt;br /&gt;Sorry, It is private project. [/quote]&lt;br /&gt;&lt;br /&gt;I completely understand that you want to keep this private, don&#039;t get me wrong. But if you don&#039;t want to make it publicly available or don&#039;t intend to sell it or can&#039;t be more specific about it than this, then why are you starting a thread about it? What&#039;s the point?</description>
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