Labor exploitation behind large language models is based on data labeling, content moderation, and fine-tuning jobs carried out under precarious conditions.
These workers often receive per-task payments at very low rates, without social security coverage or protection against mental exhaustion.
Additionally, the pressure to deliver large volumes of data within short deadlines increases the risk of errors and affects the quality of language models.
At Q2BSTUDIO, we approach the development of technological solutions with an ethical focus, ensuring transparency and respect for data providers and collaborators.
Our services include custom software development, custom applications, artificial intelligence, cybersecurity, cloud services AWS and Azure, business intelligence services, AI for businesses, AI agents, and Power BI.
With Q2BSTUDIO, you can trust an ally that combines innovation with social responsibility to drive your digital transformation sustainably.




