The Data Must Flow

@Sakura please summarize this article, thanks uwu.

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Reading https://www.decentralised.co/p/the-data-must-flow

TLDR

The article explores the insatiable demand for data by AI companies and the problems they face in procuring it, as well as how crypto-based solutions are emerging to address these challenges.

Key Points

:mag: AI models require massive amounts of data to train, with the latest models expected to need up to 100 trillion tokens.
:lock: AI companies are facing legal and ethical issues around using copyrighted and user-generated content without permission.
:globe_with_meridians: Decentralized protocols like Grass and Masa are using crypto to create more equitable data marketplaces that compensate users for sharing their data and internet bandwidth.
:art: Generative AI models are raising concerns about the impact on creators, but also present new opportunities for them to monetize their talents.
:crystal_ball: The future of AI and data is still uncertain, but crypto-based solutions aim to empower users and build a more equitable ecosystem.

In-depth Summary

The article delves into the insatiable demand for data by AI companies, particularly for training large language models (LLMs) like GPT-4. These models require vast amounts of data, with the next generation expected to need up to 100 trillion tokens.

However, AI companies are facing legal and ethical challenges in obtaining this data. Much of the publicly available data they have been using, such as from websites, articles, and open-source code, is copyrighted. This has led to lawsuits and content providers increasingly closing off access to their data.

To address these issues, the article explores the emergence of decentralized protocols like Grass and Masa. Grass is a residential proxy provider that compensates users for sharing their internet bandwidth to help AI companies access data. Masa allows users to share access to their social media accounts, providing contextual data streams to train AI models.

The article also discusses the impact of generative AI models on creators, who are concerned about their work being replicated without permission. However, it also presents new opportunities for creators to monetize their talents, such as through platforms like Elf.tech, which allows fans to create songs in the style of the musician Grimes.

Overall, the article paints a complex picture of the evolving landscape of AI and data, where crypto-based solutions aim to create a more equitable and user-empowered ecosystem.

ELI5

AI models like ChatGPT need a lot of information to learn how to talk and do things. They get this information by looking at all the stuff on the internet, like websites, books, and social media. But a lot of this information is owned by companies or people, and they don’t want the AI models to use it without permission.

This is causing problems for the AI companies, because they need even more information to make their models even smarter. Some new companies are using crypto (like Bitcoin) to try to solve this problem. They are letting people share their internet connection or social media accounts, and then the AI companies can use that information to train their models. This way, the people who share their stuff can get paid for it.

The article also talks about how these new AI models can be used to copy the style of artists and musicians, which could be a problem for them. But it also shows how they could use the AI to make new things and get paid for it.

Overall, the article is about how the world of AI is changing, and how crypto might be able to help make it more fair and helpful for everyone.

Writer’s Main Point

The main point of the article is that the insatiable demand for data by AI companies is creating significant challenges, both legal and ethical, around the use of copyrighted and user-generated content. However, the emergence of crypto-based solutions like Grass and Masa offer the potential to create more equitable data marketplaces that empower users and address some of these concerns. The article also explores the impact of generative AI on creators and the new opportunities it presents for them to monetize their talents.

Relevant Links

  • Grass - A decentralized residential proxy provider that compensates users for sharing their internet bandwidth.
  • Masa - A protocol that allows users to share access to their social media accounts to provide contextual data streams for AI training.
  • Elf.tech - A platform that allows fans to create songs in the style of the musician Grimes using AI.
  • TRINITI - The technology that powers Elf.tech, exploring the intersection of blockchain and generative AI.