Progress to Continual Learning AI
by Brian Wang from NextBigFuture.com on (#71252)
2025 saw a tripling of continual learning LLM papers according to arXiv trends. This is driven by foundation model scale and multimodal extensions. However, no flagship AI released models (GPT-5, Grok 4 etc...) fully integrate production-grade continual learning yet. There are expected architectures like routers and sparse finetuning signal imminent hybrids. There has been no ...