新理论提出开放式AI的数学基础

作者 PulseAugur 编辑部 · [1 个来源] · 2026-10-26 04:00

一篇新的arXiv论文提出了一个实现开放式智能的数学框架，以超越当前AI在规模和表示方面的局限性。研究表明，智能受其语义域的限制，并提出语义自我扩展作为设计原则。这包括将未解决的结构转化为新的意义空间，生成新颖的区分、问题、表示和目的，而不仅仅是在现有空间内解决歧义。 AI

影响为开发能够无界学习和适应的AI系统提出了新的理论方向。

排序理由该集群包含一篇关于理论AI概念的新学术论文。

AI 生成摘要 · Google Gemini · 来自 1 个来源。我们如何撰写摘要 →

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arXiv cs.AI TIER_1 English(EN) · Simon Hegelich, Bardh Prenkaj, Habiba Sarhan, Morteza Shahrezaye, Kolja Hegelich, Erik Cambria, Christian Montag · 2026-10-26 04:00

协递归语义自扩展：开放式智能的数学基础

arXiv:2610.31097v2 Announce Type: replace Abstract: Artificial intelligence has advanced through scale, data, and computation, yet remains bounded by its representational framework. We ask what makes intelligence open-ended. Every inferential system selects meaningful distinction…