---
title: ProZ.com Blog | mtpe
description: mtpe | ProZ.com blog for translators, interpreters, translation companies, and others working in the language services industry.
---

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[![](https://go.proz.com/hubfs/Banners%202.jpg)](https://go.proz.com/blog/post-editing-in-translations-from-english-to-italian)

## [AI texts and the need for post-editing in translations from English to Italian](https://go.proz.com/blog/post-editing-in-translations-from-english-to-italian)

 August 29, 2025

[Guest post by](https://www.proz.com/tv/ITD2025)[Mirko Tavosanis](https://go.proz.com/blog/author/mirko-tavosanis)

I am the Director of an online Master’s program in Translation at a time when neural networks, AI technologies, and Large Language Models (LLMs) are transforming the industry. These rapid changes have required us to adapt the way we teach, since the Master’s program I am honored to lead started its activities nearly 20 years ago, in a very different context. Today, however, genuine innovations are often surrounded by so much hype that it can be difficult to distinguish reality from marketing. How should we steer our teaching?

![Mirko Tavosanis](https://go.proz.com/hs-fs/hubfs/Prof-Mirko-Tavosanis.jpg?width=45&name=Prof-Mirko-Tavosanis.jpg) 

[Mirko Tavosanis](https://go.proz.com/blog/author/mirko-tavosanis) 

[Read More](https://go.proz.com/blog/post-editing-in-translations-from-english-to-italian)

[![](https://go.proz.com/hubfs/data_not_data.png)](https://go.proz.com/blog/bad-data-good-insights)

## [Bad Data, Good Insights](https://go.proz.com/blog/bad-data-good-insights)

 July 10, 2024

*Translators and Executives Need to Talk.*

Last week, Bureau Works [published some serious data](https://my.decklinks.com/bureau-works/shared/z91wMhE9K8en?_se=ZGFubnlAd3JpdGV5b3UuY28%3D) about our context-sensitive translation technology. It was a rigorous study that evaluated over 4 million translated segments. Our engineering team works closely with our data scientists to produce good data that will be helpful in advancing our industry. They are scientists through and through, dissecting the data we collect for deep and nuanced insights.

I, on the other hand, am more of a data backhoe. I roll into a mine of potential information, scoop out a rough chunk, and see what I find inside. I do this by asking questions on LinkedIn. They are opinion questions, but opinions and emotions are their own type of data. They are data on where we are as a community, and they tell us what we need to develop in the relational part of the localization business.

![Gabriel Fairman](https://go.proz.com/hs-fs/hubfs/1700096146881.jpg?width=45&name=1700096146881.jpg) 

[Gabriel Fairman](https://go.proz.com/blog/author/gabriel-fairman) 

[Read More](https://go.proz.com/blog/bad-data-good-insights)

[![](https://go.proz.com/hubfs/Untitled%20(1).png)](https://go.proz.com/blog/mtpe-is-dead)

## [MTPE Is Dead](https://go.proz.com/blog/mtpe-is-dead)

 July 3, 2024

#### *And Bureau Works Killed It.*

MTPE died today. Or yesterday maybe, I don't know. I got a report from the data team: "MTPE deceased. Funeral tomorrow. Faithfully yours." That doesn't mean anything. Maybe it was yesterday.

I had good fun writing that intro out, and kudos to anyone who catches my very forced reference, but today I am sitting down to write about something less literary and existentialist than the opening would have you believe (the reference is to Camus’s “The Stranger”).

I came to write about cold, hard data, and the pretty amazing things we have found at Bureau Works. My intro may have been thematically irrelevant, but the claim is exactly what I will be explaining here- MTPE is dead and Bureau Works killed it.

![Gabriel Fairman](https://go.proz.com/hs-fs/hubfs/1700096146881.jpg?width=45&name=1700096146881.jpg) 

[Gabriel Fairman](https://go.proz.com/blog/author/gabriel-fairman) 

[Read More](https://go.proz.com/blog/mtpe-is-dead)

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