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Understanding machine translation pre-editing

Everyone’s talking about machine translation post-editing, but just as important is machine translation pre-editing. Despite the advances in neural machine translation and large language models—which we can’t deny, the quality of machine-generated translations still depends on the quality of the source text. And that’s what we’re going to discuss in today’s article. What is machine […]

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How to reduce bias in AI localization

We know that localization comes with its fair share of problems, which we can luckily avoid or fix easily. However, as AI became more integrated in localization workflows, we began seeing new issues emerge—AI-related issues. One of the most common is bias. Bias can mean many things, and it’s not limited to translation quality. If […]

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POEditor Updates: MCP Server, Dark Mode & More [2026]

At POEditor, we ship improvements continuously to help localization teams work faster and with fewer errors. Here’s a full rundown of the latest POEditor updates, from AI-ready integrations to quality-of-life fixes across the platform. Major updates POEditor MCP server We launched the POEditor MCP server so you can connect any AI tool directly to your […]

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Inclusive localization for modern digital products

To be inclusive means avoiding assumptions about what’s “normal” and making space for a wider range of identities and experiences. This applies to many aspects of life and business, including localization. Inclusive localization considers the full experience surrounding translated text to ensure all users feel accommodated. If you’re interested in making all your users feel […]

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Don’t make these common translation mistakes

You work in localization so you probably already know this (but allow us to highlight it either way): translation is rooted in meaning, tone, and culture. There are so many ways in which a translation can turn bad. We agree, translation mistakes can be funny, but sometimes they really damage a brand. In today’s article, […]

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About the data annotator role in localization and translation

With the explosion of generative AI, data annotators are in the spotlight again. There’s a surge in demand for this position, which can offer you quite a lot of opportunities today. So let’s discuss what this role involves and how to enter the field. What a data annotator is A data annotator is someone who […]

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Machine Translation vs. AI Translation

People tend to use machine translation and AI translation either interchangeably, or as two processes completely different. In reality, one is a broad technical field with decades of history, while the other is a technological evolution built on… No, we’re not revealing this already. Read on to see why the shouldn’t be a debate on […]

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Localization in niche markets

Today we’re talking about niche markets, a smaller group of a market, yet one with unique preferences. There’s less competition here, but it’s no easy task to cater to the needs of these audience. Especially when you also have to localize your product(s). Let’s see what localization in niche markets means. What are niche markets? […]

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About the internationalization engineer role

The internationalization engineer has become sought after role over the last years because software ships globally by default now. These professionals build the technical foundation that lets software adapt across languages and regions without turning into a maintenance nightmare. Here’s exactly what they do. What an internationalization engineer is An i18n engineer has its place […]

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Hreflang tags and localization

Do you want your localized content to reach the right audience? Then you need hreflang tags. When you implement them correctly, your users will land on the most relevant version of your content. Let us explain how they work and why you need them. What are hreflang tags? Hreflang tags are HTML attributes that tell […]