Continual learning in neural networks addresses the challenge of adapting to new information accumulated over time while retaining previously acquired knowledge. A central obstacle to this process is ...
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 ...
Researchers at Google have developed a new AI paradigm aimed at solving one of the biggest limitations in today’s large language models: their inability to learn or update their knowledge after ...
We have all likely been part of a team where someone makes a mistake and hides it. We could have easily mitigated the issue and moved on. However, we are now in panic mode calling tiger teams or ...
The importance of creating a continuous learning culture has been talked about for some time, particularly in the context of moving to an artificial intelligence (AI)-enabled world, which is expected ...
Sutton believes Reinforcement Learning is the Path to to Intelligence via Experience. Sutton defines intelligence as the computational part of the ability to achieve goals. It is rooted in a stream of ...
Laci Loew is an expert & thought leader in Human Resources formerly holding principal level roles at Accenture, UAL, Motorola, & LexisNexis. As reported by the World Economic Forum in 2023, nearly 25% ...
Continuous learning is critical in manufacturing operations. The issue is that the pace of technological progress means that workers’ skills become outdated rather quickly, resulting in the ...
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