Everything on Model Training

Preventing catastrophic forgetting is critical when fine-tuning specialized models. Effective data mixture and continual learning strategies ensure that domain-specific improvements do not degrade general capabilities like coding and math.

Impact: Ensures that specialized models remain versatile and reliable across a broader range of tasks, reducing the risk of unintended performance regressions in production environments.

— from Thomson Reuters Launches Thompson AI Model · Chain of Thought | AI Agents, Infrastructure & Engineering· Aug 24, 2026