OpenAI to go Open Source — Elon Musk was a ‘Huge Idiot’ ¦ Mojo Risin’(openai is not open)

OpenAI is not Open: Understanding the Decision to Abandon Open Source

Introduction

OpenAI, a leading artificial intelligence research lab, has recently decided to abandon its open source policy, causing controversy within the developer community. This article will delve into the reasons behind OpenAI’s decision, the debates surrounding the issue, and the organization’s future plans regarding open source projects.

1. Reasons behind the Abandonment of Open Source

A. OpenAI’s Concerns about Competition and Safety

OpenAI’s decision to cease sharing more information about GPT⑷, their latest language model, stems from concerns about fierce competition and potential safety risks.

  1. The Fear of Intense External Competition:

    OpenAI is apprehensive about the level of external competition it faces. The rapidly advancing field of AI poses a threat to their market position.

  2. Security Concerns:

    OpenAI recognizes the importance of addressing safety concerns related to the release of powerful AI models. The potential misuse or unintended consequences of these models must be taken into account.

B. Financial Challenges to OpenAI’s Idealistic Vision

Although OpenAI initially received $120 million in funding, it realized that this amount was insufficient to sustain its research endeavors and ensure the organization’s growth.

  • Funding Shortfall:

    As OpenAI expanded its research efforts, the need for additional funds became evident. Scaling operations and supporting the development of advanced AI models require substantial financial resources.

2. Controversies Surrounding OpenAI’s Open Source Policy

A. The Misconception about OpenAI’s Past Projects

Contrary to popular belief, OpenAI’s previous projects, including ChatGPT, were not truly open source. The underlying code remained closed source, making OpenAI’s content less transparent than typical open source projects.

3. Reactions from Developers and the Community

A. Disapproval of OpenAI’s Decision

  • Disappointment Over Broken Open Source Promises:

    Developers express disappointment over OpenAI’s decision to deviate from their original commitment to open source projects.

  • Criticisms of Lack of Transparency and Collaboration:

    Many developers accuse OpenAI of lack of transparency and collaboration in its approach to AI research, hindering the progress of open source initiatives.

4. OpenAI’s Future Plans and Attitude towards Open Source

A. Releasing Language Models through APIs

OpenAI intends to share its language models through controlled access via APIs. This approach provides a safer alternative to open sourcing, allowing better oversight and mitigation of misuse.

B. Continued Sharing through Other Means

  • Exploring Alternative Ways to Share Open Source Projects:

    OpenAI may explore alternative methods of sharing certain open source projects, striking a balance between safety concerns and community involvement.

  • Promoting Collaboration with the Community:

    OpenAI emphasizes the importance of collaboration with the developer community to advance open source projects and foster innovation.

5. Conclusion

In conclusion, OpenAI’s decision to abandon its open source policy primarily stems from concerns about competition and security. While developers have expressed disappointment and criticism of OpenAI’s approach, the organization aims to release language models through APIs and continue supporting open source projects through collaboration with the community.

openai is not open的进一步展开说明

Welcome to The Long View—where we peruse the news of the week and strip it to the essentials. Let’s work out what really matters.

1. OpenAI将发布开源版本的大型语言模型(LLM)

分析:Elon得偿所愿

匿名消息人士告知《信息》(The Information)的Jon Victor,OpenAI将发布开源版本的大型语言模型(LLM)。但这真的成心义吗?

  • Ananya Mariam Rajesh:OpenAI准备发布新的开源AI模型
  • Usama Jawad:在ChatGPT获得成功以后,OpenAI可能会发布开源AI模型。
  • 其他玩家已在这个领域获得了突破。Meta几个月前公然发布了其开源语言模型Meta AI (LLaMA)。OpenAI可能也在斟酌类似的想法。
nr2x的观点:

这些工具是由政府资助的学术工作和用户内容生成的结果。专有的AI只是以高价出售公共商品的90%。他们应当被法律强迫开源。

wencc指出关键在于名字:

所以你的意思是OpenAI将开放他们的AI?

2. Mojo Risin’

分析:Lattner的团队可以做到

Mojo,Python的编译超集,正在努力成为AI的开发语言。目前,大多数模型都是用Python编写的,但速度非常慢。

Jeremy Howard斟酌到了它的优势:

Python是一个用于高效编程的优秀语言,但它有一个大问题——它的速度太慢了。Mojo是Python的超集,比你的祖父的Python快35,000倍。这是你需要知道的五件事:

  1. Mojo不是随意一个人在GitHub上的副业项目,它来自一个由创建了Swift编程语言和LLVM编译器工具链的人创办的公司。
  2. 这是一种专门为在运行Cuda和其他加速器的GPU上进行AI硬件编程而设计的语言。
  3. 它是Python的超集,所以你不需要学习另外一种语言,依然可使用你喜欢的库,比如numpy、pandas等。
  4. 它增加了强大的类型检查和内存管理毛病检查。它具有一种类似于Rust的所有权系统和借用检查器,并支持像C++那样的手动内存管理。
  5. 目前它还不是公然的,仍在初期开发阶段。想要尝试它需要等待名单。荣幸的是,我已有了初期访问权。

最后的教训:

如果他们说我从未爱过你,那就知道他们是在撒谎。

——吉姆·莫里森(Jim Morrison)

作者简介:

Richi Jennings是The Long View的作者,您可以通过@RiCHi或[email protected]联系他。

openai is not open的常见问答Q&A

问题1:OpenAI是甚么?

答案:OpenAI是一个人工智能研究实验室,旨在推动和发展人工智能技术,以使其造福全人类。它由众多计算机科学家和企业家共同创建,并得到了一些知名科技公司的资助和支持,如埃隆·马斯克的特斯拉和亚马逊的AWS。

OpenAI致力于开发和推广先进的人工智能技术,包括自然语言处理、计算机视觉和强化学习等领域。该实验室的目标是创建出具有智能类似程度的人工智能系统,使其可以履行复杂的任务和与人进行自然交互。

同时,OpenAI也致力于将人工智能技术的好处与全球社会分享,和保证该技术的公平和安全性。实验室在推动人工智能发展的同时,也关注着人工智能可能带来的潜伏风险,并制定了相关政策来确保其安全和公道的使用。

问题2:OpenAI为何不开放?

答案:虽然OpenAI的名字中有”Open”这个词,但实际上,OpenAI其实不是一个开源项目。OpenAI选择不开放源代码的缘由可以有多方面斟酌:

  • 机密性:OpenAI的一些技术和算法可能属于商业机密或专有知识,不合适直接公然。这是为保护知识产权和确保竞争优势而做出的决策。
  • 安全性:某些人工智能技术可能具有潜伏的危险性,泄漏源代码可能致使滥用或歹意攻击。因此,保持技术的封闭性可以更好地控制访问和使用。
  • 商业斟酌:OpenAI是一家商业公司,为了确保本身的盈利能力和竞争优势,可能需要保存一些技术和算法作为商业机密,以在市场上取得更大的竞争力。

虽然OpenAI没有开放源代码,但该实验室仍通过其他方式与社辨别享其研究成果,例如发布论文、提供API接口和组织专业会议和比赛等。这些举措旨在增进进一步的研究和创新,并使更多人受益于人工智能的进步。

问题3:OpenAI的GPT⑷是甚么?

答案:GPT⑷是OpenAI开发的一种强大的自然语言处理模型。GPT代表”生成式预训练模型”(Generative Pre-trained Transformer),是一种基于深度学习的模型架构。

GPT⑷是GPT系列模型的第四代,在自然语言处理领域获得了巨大的突破和进展。它使用了大范围的语料库进行预训练,并通过自我监督学习的方式提高模型的表达能力和语言理解能力。

GPT⑷具有一些使人印象深入的特点,如更准确的语言理解、更精确的语义表达和更强大的语句生成能力。它可以用于各种自然语言处理任务,如机器翻译、文本摘要、对话生成等。

  • 更准确的语言理解:GPT⑷可以更好地理解语言中的上下文和复杂的语义关系,提高语言处理任务的准确性。
  • 更精确的语义表达:GPT⑷可以更准确地表达文本中的语义信息,使生成的文本更加准确、流畅。
  • 更强大的语句生成能力:GPT⑷可以生成更有逻辑性和联贯性的文本,使其在对话生成等任务中更加出色。

GPT⑷的推出标志着自然语言处理领域的一个重要里程碑,它将为人们提供更先进和强大的工具来处理和理解自然语言。

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