The Verge - Artificial Intelligences 2024年07月18日
The ‘godmother of AI’ has a new startup already worth $1 billion
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李飞飞,被誉为“AI教母”的著名计算机科学家,创办了一家名为World Labs的初创公司。该公司希望利用类人视觉数据处理,使AI能够进行高级推理。World Labs致力于开发一种能够理解三维物理世界的模型,能够识别物体的尺寸、位置和功能。该模型有望推动机器人、增强现实、虚拟现实等领域的进步。

🤔 **World Labs 的目标**:World Labs 旨在开发一种能够理解三维物理世界的模型,能够识别物体的尺寸、位置和功能,并根据这些信息进行推理。 这种模型可以被应用于各种领域,例如机器人、增强现实、虚拟现实等。 World Labs 的目标是通过利用类人视觉数据处理,使 AI 能够进行更高级的推理。这类似于 ChatGPT 使用生成式 AI 的方式,但 World Labs 的研究方向是让 AI 理解三维空间。

🤖 **应用场景**:World Labs 的技术有望推动机器人、增强现实、虚拟现实等领域的进步。 例如,在机器人领域,World Labs 的技术可以帮助机器人更好地理解周围环境,从而更有效地执行任务。 在增强现实和虚拟现实领域,World Labs 的技术可以帮助用户更真实地体验虚拟世界。

💰 **投资和支持**:World Labs 已经获得了 Andreessen Horowitz 和 Radical Ventures 的投资,后者是李飞飞去年加入的 AI 基金。 World Labs 的估值已经超过了 10 亿美元,这表明风险投资家对 AI 公司的投资热情依然高涨,尤其是在 ChatGPT 取得巨大成功之后。

💪 **空间智能**:李飞飞在 TED 演讲中提到了“空间智能”的概念,指的是算法能够将图像和文本真实地推断到三维环境中,并根据这些预测进行行动。 World Labs 的研究方向就是发展这种空间智能,这将有助于推动 AI 在医疗保健、制造业等领域的应用。

🧠 **李飞飞的贡献**:李飞飞因其在计算机视觉领域的贡献而闻名,她领导了 ImageNet 的开发,这是一个用于视觉物体识别研究的庞大视觉数据库。她还在 2017 年至 2018 年期间担任 Google Cloud 的 AI 负责人,目前担任白宫 AI 任务组顾问。 World Labs 的成立再次证明了李飞飞在 AI 领域的领导地位,以及她对推动 AI 技术发展的决心。

Photo by Kimberly White/Getty Images for WIRED

Fei-Fei Li, the renowned computer scientist known as the “godmother of AI,” has created a startup dubbed World Labs. In just four months, its already valued at more than $1 billion, the Financial Times reported.

World Labs hopes to use human-like processing of visual data to make AI capable of advanced reasoning, Reuters reported in May. The research to make it human-like, much like what ChatGPT is trying to do with generative AI, is still ongoing.

Li is best known for her contributions to computer vision, a branch of AI dedicated to helping machines interpret and comprehend visual information. She also spearheaded the development of ImageNet, an extensive visual database used for visual object recognition research. Li headed AI at Google Cloud from 2017 to 2018 and currently advises the White House task force on AI.

“[World Labs] is developing a model that understands the three-dimensional physical world; essentially the dimensions of objects, where things are and what they do,” an anonymous venture capitalist with knowledge of Li’s work told the Financial Times.

The startup has had two funding rounds, the latest was about $100 million, and it’s backed by Andreessen Horowitz and the AI fund Radical Ventures (which Li joined as a partner last year). Li founded World Labs while on partial leave from Stanford, where she co-directs the university’s Human-Centered AI Institute.

In a Ted Talk in April, Li further explained the field of research her startup will work on advancing, which involves algorithms capable of realistically extrapolating images and text into three-dimensional environments and acting on those predictions, using a concept known as “spatial intelligence.” This could bolster work in various fields such as robotics, augmented reality, virtual reality, and computer vision. If these capabilities continue to advance in the ambitious ways Li plans, it has the potential to transform industries like healthcare and manufacturing.

The investment in World Labs reflects a trend where venture capitalists eagerly align themselves with ambitious AI companies, spurred by the surprise success of OpenAI’s ChatGPT, which rapidly achieved a valuation exceeding $80 billion.

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World Labs 李飞飞 空间智能 AI 计算机视觉
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