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class="article-meta-separator">|</span></span><span class="post-meta-date"><i class="far fa-calendar-alt"></i><span class="article-meta-label">发表于</span><time datetime="2024-09-22T08:15:24.000Z" title="发表于 2024-09-22 16:15:24">2024-09-22</time></span><span class="article-meta"><span class="article-meta-separator">|</span><i class="fas fa-inbox"></i><a class="article-meta__categories" href="/categories/%E8%87%AA%E6%88%91/">自我</a></span></div><div class="content">自我介绍</div></div></div><div class="recent-post-item"><div class="post_cover right"><a href="/posts/f51a86eb.html" title="关于空间智能（Spatial Intelligence）的一些理解"><img class="post-bg" src="https://q1.itc.cn/q_70/images03/20240522/cec4f9c4eb744bf5a5e38cf93b1fc1e7.png" onerror="this.onerror=null;this.src='/img/404.jpg'" alt="关于空间智能（Spatial Intelligence）的一些理解"></a></div><div class="recent-post-info"><a class="article-title" href="/posts/f51a86eb.html" title="关于空间智能（Spatial Intelligence）的一些理解">关于空间智能（Spatial Intelligence）的一些理解</a><div class="article-meta-wrap"><span class="post-meta-date"><i class="far fa-calendar-alt"></i><span class="article-meta-label">发表于</span><time datetime="2024-10-08T17:38:39.000Z" title="发表于 2024-10-09 01:38:39">2024-10-09</time></span><span class="article-meta"><span class="article-meta-separator">|</span><i class="fas fa-inbox"></i><a class="article-meta__categories" href="/categories/AI/">AI</a></span></div><div class="content">空间智能（Spatial Intelligence）空间智能是由被称为“AI教母”的斯坦佛教授李飞飞于今年5月提出的概念，她和学生曾在参与一档播客[1]中这样定义过：”Spatial intelligence is about machine’s ability to perceive, reason, and act in 3D space and time”。
这个概念可以从我之前观察到的一个有趣现象出发来理解，我们会发现：婴儿其实不会说话，也听不懂，但是他们可以知道餐桌上的碗是用来盛饭的，沙发上放着的遥控器是用来开电视的，抽屉是可以打开的，篮球是可以扔的。而婴儿能完成这一切依赖的正是空间智能，使得人类在没有语言的情况下就能够自然地与具有物理规律的真实世界交互，理解和生成空间信息，而语言本质上只是人类定义出来的、真实世界信息的有损投影。
当前的AI大模型往往忽略了3D空间和时间（即4D），因为目前大模型底层建模上是把信息压缩成一维进行序列建模，用1D去建模世界。这种方式在文本建模中是很自然的，研究人员也通过对齐2D图像、音频等以实现多模态，它确实能够达到一定程度的智能，但始终是有限 ...</div></div></div><div class="recent-post-item"><div class="post_cover left"><a href="/posts/e9fcfc7d.html" title="享受失败，享受批评，享受痛苦"><img class="post-bg" src="/./img/cover14.png" onerror="this.onerror=null;this.src='/img/404.jpg'" alt="享受失败，享受批评，享受痛苦"></a></div><div class="recent-post-info"><a class="article-title" href="/posts/e9fcfc7d.html" title="享受失败，享受批评，享受痛苦">享受失败，享受批评，享受痛苦</a><div class="article-meta-wrap"><span class="post-meta-date"><i class="far fa-calendar-alt"></i><span class="article-meta-label">发表于</span><time datetime="2023-06-27T13:30:22.000Z" title="发表于 2023-06-27 21:30:22">2023-06-27</time></span><span class="article-meta"><span class="article-meta-separator">|</span><i class="fas fa-inbox"></i><a class="article-meta__categories" href="/categories/%E6%84%9F%E6%82%9F/">感悟</a></span></div><div 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current">1</span></div></nav></div><div class="aside-content" id="aside-content"><div class="card-widget card-info"><div class="is-center"><div class="avatar-img"><img src="/img/egoat.png" onerror="this.onerror=null;this.src='/img/friend_404.gif'" alt="avatar"/></div><div class="author-info__name">JimmyPeng</div><div class="author-info__description">一名CS学生 🙋♂️<br> 喜欢AI 开发 安全🚀</div></div><div class="card-info-data site-data is-center"><a href="/archives/"><div class="headline">文章</div><div class="length-num">5</div></a><a href="/tags/"><div class="headline">标签</div><div class="length-num">5</div></a><a href="/categories/"><div class="headline">分类</div><div class="length-num">5</div></a></div><div class="card-info-social-icons is-center"><a class="social-icon" href="https://github.com/JimmyPang02" target="_blank" title="Github"><i class="fab fa-github" style="color: #24292e;"></i></a><a class="social-icon" href="mailto:[email protected]" target="_blank" title="Email"><i class="fas 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