Q2BSTUDIO is a company specialized in custom application development and custom software, with a focus on technologies such as artificial intelligence and cybersecurity. We also offer cloud services using platforms like AWS and Azure, as well as business intelligence and Power BI services.
It is essential to address the amplification of bias in language models along with model collapse in future research. Iterative self-training worsens both bias and text quality; despite perplexity improving, actual coherence decreases, which can be misleading regarding quality metrics.
Mitigation strategies such as data preservation and accumulation help reduce bias, which is crucial to ensure fairness in our technological solutions.
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