Tuesday, 29 August 2023

OpenAI Controls Meta’s Open Source Models as They Launch

The Concerning Move by Meta: Open Sourcing Llama 3 and 4

Meta has gained a reputation as the open source champion by open sourcing almost all of their creations, including LLaMA, Llama 2, and Code Llama. The developer ecosystem has praised Meta for its commitment to open source. However, recent rumors suggest that Meta plans to build Llama 3 and 4, which are expected to be even more powerful than GPT-4. While Meta has claimed they will still open source these models, this raises concerns about the potential dangers of open sourcing such advanced technologies.

The notion of open sourcing advanced AI models like Llama 3 raises questions about the potential risks involved. Without a kill-switch, there would be no way to stop a bad actor from weaponizing an open source model. This could render the research and efforts made towards AI safety meaningless. While Meta’s commitment to open source is commendable, it is important to consider the potential dangers and implications of releasing such powerful models to the public domain.

Is Open Source Really Worth the Risk?

There have been concerns about AI systems going rogue and getting out of control. While Sam Altman, the CEO of OpenAI, has downplayed these fears, the risks associated with open source models cannot be ignored. OpenAI’s plan to open source a GPT-5 level model means that there would be no way to stop its misuse. This raises the question of whether the benefits of open source outweigh the potential dangers.

One argument against open sourcing advanced AI models is that it removes the control and oversight that companies like OpenAI have over their systems. Without proprietary control, anyone can fine-tune and modify the models, potentially leading to unethical use or unintended consequences. This lack of control could be even more dangerous than the potential risks associated with maintaining closed-door systems.

Open Source Models Still Face Control Measures

While Meta’s push for open source may seem concerning, it’s important to note that OpenAI and its partners have taken steps to mitigate the risks. Yann LeCun, the Meta AI chief, has emphasized that humans will remain the “apex species” even as AI systems become more intelligent. This assertion is met with skepticism by AI doomers, but it highlights the recognition that humans still hold the ultimate control.

OpenAI’s GPT models, including GPT-3 and GPT-4, serve as benchmarks against which open source models are measured. This provides a level of control and evaluation for the performance of open source models. Additionally, OpenAI’s collaboration with Anthropic, Google, and Microsoft through the Frontier Model Forum ensures the safe and responsible development of AI models. In the event that a model like Llama 3 were to go rogue, it can be quickly pulled down from platforms like Hugging Face and GitHub.

While Meta may be on a mission to establish its own open source league, it is important to recognize that it is still operating within the bounds set by organizations like OpenAI. As the field of AI continues to evolve, the control and oversight measures put in place by responsible organizations will play a crucial role in ensuring the safety and ethical use of AI technologies.

Editor Notes

Open sourcing advanced AI models like Llama 3 and 4 may seem like a bold move by Meta, but it comes with inherent risks. While the promise of openness and collaboration is enticing, it’s important to carefully consider the potential dangers of releasing such powerful technology into the wild. The control and oversight measures implemented by organizations like OpenAI are crucial for ensuring the responsible development and use of AI. By striking a balance between open source innovation and responsible governance, we can harness the full potential of AI while minimizing the risks.

For more AI-related news and insights, visit GPT News Room.

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