长期记忆，正在从工程补丁，变成大模型能力的核心坐标轴。 日前，Google在其发布的论文《Nested Learning: The Illusion of Deep Learning Architectures》中，提出了一个名为 HOPE 的新框架试图解决大模型长期记忆的问题。 这一架构备受关注，因为长期记忆一直困扰着大模型的发展，甚至影响着AI落地到智能体的广度与深度。 今天让 AI 写一段漂 ...

Forbes contributors publish independent expert analyses and insights. Dr. Lance B. Eliot is a world-renowned AI scientist and consultant. We need to give airtime to new AI architectures if we want to ...

在人工智能领域，大模型的长期记忆能力一直是制约其发展的关键瓶颈。近期，谷歌发布的论文《Nested Learning: The Illusion of Deep Learning Architectures》中提出的HOPE框架，再次将这一议题推向行业焦点。该框架试图通过创新架构解决大模型在跨会话、跨场景中保持连续 ...

What if the so-called “AI bubble” isn’t a bubble at all? Imagine a world where artificial intelligence doesn’t just plateau or implode under the weight of its own hype but instead grows smarter, more ...

At the neuron level, the inhibiting autapse is incorporated into the leaky integrate-and-fire neuron model, resulting in a highly parameterized microcircuit with memory ability. At the learning level, ...

Google has announced HOPE, a new AI model that's developed in an effort to help machines learn and adapt over time. The firm describes HOPE as a "self-modifying" system that contains an innovative ...