Human proofreading of AI translations: Why machine translation requires expert proofreading
The Rise and Limits of Artificial Intelligence in Translation
The last few years have seen incredible progress in the field of machine translation and artificial intelligence. Tools like DeepL or ChatGPT have become part of everyday life. However, translation is not a mere mechanical replacement of words. It is a complex process of cognitive analysis, understanding the context, cultural specificities, legal responsibility and professional terminology. It is in these areas that artificial intelligence regularly fails, creating subtle but extremely dangerous errors.
This is why there is a need for the service:Machine translation post-editing (MTPE)or human proofreading and proofreading of AI translations. An expert human translator thoroughly analyzes and corrects the AI-generated text to ensure that it is grammatically, terminologically, legally and stylistically flawless.
Why are AI translations not good enough for official use?
Language models work on the principle of predicting the probability of words and do not understand the meaning of text in the way that a human does. This leads to several key disadvantages:
- Loss of context:AI often chooses the most commonly used meaning of words, which in professional texts (law, medicine) leads to complete nonsense.
- Lack of localization:AI does not know local customs, idioms, tone of communication or legal specifics of the market.
- Prone to hallucinations:AI models sometimes generate non-existent information or leave out keywords, which can change the meaning of a sentence.
- Zero Legal Liability:AI is not responsible for damages caused by incorrect translation. Licensed court interpreters stand behind their translation with their signature and seal.
Process control and safety standards
In the professional sphere of translation, quality is not left to chance. Every translated document in our agency goes through strictly defined stages of control. The first step is the selection of a translator who has proven experience in the professional sphere (eg a lawyer for contracts, a mechanical engineer for manuals). After the completion of the first stage of translation, the document is forwarded to an independent proofreader who checks and removes stylistic deviations. The final step is proofreading and checking the accuracy of numbers, dates and formats before delivery.
The security of your sensitive corporate or personal data is guaranteed. All our translators sign strict Non-Disclosure Agreements (NDAs), and documents are transmitted exclusively through encrypted channels and stored on secure servers in accordance with GDPR regulations.
Checklist for clients
- Determine whether the certification of a court interpreter is necessary for the needs of foreign authorities.
- Find out if the original document needs an Apostille stamp before sending it zaprevod.
- Prepare an internal glossary with specific corporate terminology if your company has already adopted standards.
- Clearly indicate deadlines and language directions (eg direct translation from German to English).
- Submit documentation in as clear and readable an electronic format as possible.
By following these steps, you ensure the quick implementation of the project without subsequent delays and administration with foreign institutions.