Sep 8, 2025 · Artificial Intelligence

How High‑Quality Inference Data Is Powering the Next AI Revolution

This article explores how high‑quality inference data has become a new paradigm driving AI breakthroughs, detailing Ant Group's research on inference data paradigms, financial‑sector applications, intelligent labeling and quality inspection, and the AIGD AI data synthesis platform, followed by a technical Q&A.

AI dataAIGDFinancial AI

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How High‑Quality Inference Data Is Powering the Next AI Revolution

Top Architect

Apr 12, 2023 · Artificial Intelligence

Data‑Centric AI Perspective on GPT Models: Training, Inference, and Maintenance

This article examines how large language models such as GPT‑1 through GPT‑4 succeed largely due to high‑quality, large‑scale training data, and explains the Data‑centric AI framework—training data development, inference data development, and data maintenance—while discussing prompt engineering, data‑driven improvements, and future trends in AI.

AIData‑Centric AIGPT

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Data‑Centric AI Perspective on GPT Models: Training, Inference, and Maintenance