2025-11-22
Google's Nested Learning aims to stop LLMs from catastrophic forgetting
Google Research has introduced "nested learning," a new way to design AI models that aims to mitigate or even avoid "catastrophic forgetting" and support continuous learning.
The article Google's Nested Learning aims to stop LLMs from catastrophic forgetting appeared first on THE DECODER.
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2025-11-21
Google’s ‘Nested Learning’ paradigm could solve AI's memory and continual learning problem
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 trai [...]
2025-10-13
Researchers find that retraining only small parts of AI models can cut costs and prevent forgetting
Enterprises often find that when they fine-tune models, one effective approach to making a large language model (LLM) fit for purpose and grounded in data is to have the model lose some of its abiliti [...]
2025-10-13
Self-improving language models are becoming reality with MIT's updated SEAL technique
Researchers at the Massachusetts Institute of Technology (MIT) are gaining renewed attention for developing and open sourcing a technique that allows large language models (LLMs) — like those underp [...]
2025-10-09
Nvidia researchers boost LLMs reasoning skills by getting them to 'think' during pre-training
Researchers at Nvidia have developed a new technique that flips the script on how large language models (LLMs) learn to reason. The method, called reinforcement learning pre-training (RLP), integrates [...]
2025-05-20
Google I/O 2025 recap: AI updates, Android XR, Google Beam and everything else announced at the annual keynote
Today is one of the most important days on the tech calendar as Google kicked off its I/O developer event with its annual keynote. As ever, the company had many updates for a wide range of products to [...]
2025-08-19
10 Pixels in, the purpose of a Google-made smartphone remains the same
Google didn't need to make its own smartphone. Even though the company spent several years having other manufacturers build phones it could slap its "Nexus" branding on, selling hardwar [...]
2025-11-06
Google debuts AI chips with 4X performance boost, secures Anthropic megadeal worth billions
Google Cloud is introducing what it calls its most powerful artificial intelligence infrastructure to date, unveiling a seventh-generation Tensor Processing Unit and expanded Arm-based computing optio [...]
2025-10-24
Thinking Machines challenges OpenAI's AI scaling strategy: 'First superintelligence will be a superhuman learner'
While the world's leading artificial intelligence companies race to build ever-larger models, betting billions that scale alone will unlock artificial general intelligence, a researcher at one of [...]
2025-11-03
The beginning of the end of the transformer era? Neuro-symbolic AI startup AUI announces new funding at $750M valuation
The buzzed-about but still stealthy New York City startup Augmented Intelligence Inc (AUI), which seeks to go beyond the popular "transformer" architecture used by most of today's LLMs [...]