The integration of generative AI into professional translation has disrupted legacy workflows, rendering both traditional human translation and unoptimized machine translation post-editing (MTPE) obsolete. As unmanaged automation monopolizes the low-end market, a new analytical [...]
Turn AI potential into operational reality. Knowing that you need to adopt AI-driven translation workflows is only half the battle. The real challenge is in choosing, designing, and integrating these advanced tools into your [...]
The freelance translation industry is shifting rapidly. Many talented professionals are taking a hit to their income, losing confidence in their relevance, and working harder just to keep their heads above water. But imagine [...]
The reality of the modern translation market is stark: many direct clients have walked away, lured by the promise of "free" translation from tools like ChatGPT. But dropping your rates and begging for the [...]
In today's edition: The translation market is shifting, not collapsing. Is the AI losing focus on your big projects? Here’s the fix. Use Mark's routines to improve your workflow. To translators building faster, better workflows, [...]
The problem with conventional machine translation post-editing (MTPE) Training a conventional MT engine for high-quality output requires a significant up-front investment of engineering resources and time. Consequently, few boutique LSPs can actually afford to [...]
In today's edition: The post-editing advice that sounds noble, but may cost you Don't bother asking the AI its name. Changing models in CotranslatorAI Dear translators always trying to deliver your version of perfect: NAVIGATING [...]
The translation industry is undergoing a huge paradigm shift. While the large agencies—I often refer to them as the "Localization Illuminati"—are doubling down on total automation, a profitable path forward remains open for professional [...]
If you are a veteran translator, MTPE might feel like a step backward: lower rates, more cognitive load, and less creative joy. I fiercely resisted it myself. But the market has changed. The sheer [...]
A new way to compete against automated free and cheap alternatives Clients are relentlessly demanding MTPE—or simply using free machine translation—to fit shrinking budgets. If you only offer premium, full-human translation, you are leaving huge [...]
