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business#llm📝 BlogAnalyzed: Jan 5, 2026 09:49

OpenAI at 10: GPT-5.2 Launch and Superintelligence Forecast

Published:Dec 16, 2025 14:03
1 min read
Marketing AI Institute

Analysis

The announcement of GPT-5.2, if accurate, represents a significant leap in AI capabilities, particularly in knowledge work automation. Altman's superintelligence prediction, while attention-grabbing, lacks concrete details and raises concerns about alignment and control. The article's brevity limits a deeper analysis of the model's architecture and potential societal impacts.
Reference

superintelligence is now practically inevitable in the next decade.

Research#AI in Healthcare📝 BlogAnalyzed: Jan 3, 2026 06:08

Presentation on DPC Coding at Applied AI R&D Meetup

Published:Nov 24, 2025 14:50
1 min read
Zenn NLP

Analysis

The article discusses a presentation on DPC/PDPS and Clinical Coding related to a hospital product. Clinical Coding involves converting medical records into standard classification codes, primarily ICD-10 for diseases and medical procedure codes in Japan. The task is characterized by a large number of classes, significant class imbalance (rare diseases), and is likely a multi-class classification problem.
Reference

Clinical Coding is the technology that converts information from medical records regarding a patient's condition, diagnosis, treatment, etc., into codes of some standard classification system. In Japan, for diseases, it is mostly converted to ICD-10 (International Classification of Diseases, 10th edition), and for procedures, it is converted to codes from the medical treatment behavior master. This task is characterized by a very large number of classes, a significant bias in class occurrence rates (rare diseases occur in about one in several hundred thousand people), and...