Understanding Generative AI Models: A Guide (as of GPT-5.2 Release, Dec 2025)
Analysis
This article aims to help engineers choose the right generative AI model for their projects. It acknowledges the rapid evolution and complexity of the field, making it difficult even for experts to stay updated. The article proposes to analyze benchmarks and explain the characteristics of major generative AI models based on these benchmarks. It targets engineers who are increasingly involved in generative AI development and are facing challenges in model selection. The article's value lies in its attempt to provide practical guidance in a rapidly changing landscape.
Key Takeaways
Reference
“生成AIモデルは種類も多く、更新サイクルも早いため、この領域を専門としているデータサイエンティストであっても「どのモデルが良いか」「自分の担当する案件に適したモデルは何か」を判断することは容易ではありません。”