Demystifying AI’s Black Box: Ariana Spring and Andrew Stanco on How Blockchain Tech Can Shine a Light on Hidden Inputs

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Jeff Wilser is the author of 7 books including Alexander Hamilton's Guide to Life, The Book of Joe: The Life, Wit, and (Sometimes Accidental) Wisdom of Joe Biden, and an Amazon Best Book of the Month in both Non-Fiction and Humor.

Part of the magic of Generative AI is that most people have no idea how it works. At a certain level, it’s even fair to say thatis entirely sure how it works, as the inner-workings of ChatGPT can leave the brightest scientists stumped. It’s a black box. We’re not entirely sure how it’s trained, which data produces which outcomes, and what IP is being trampled in the process. This is both part of the magic and part of what’s terrifying.

Joined by her colleague Andrew Stanco , Spring shares how crypto can create more transparent AI, how these tools are already being deployed in service of climate change science, and why these open-sourced models can be more inclusive and representative of humanity at large.We're pioneering new solutions to build trust and innovation in AI. And generative AI is kind of the hot topic right now, and that's the most emergent property, so that's something that we're focused on.

So, in a process as complex as AI training, having those tamper-proof and verifiable attestations — both during the training and afterwards — really helps. It creates trust and visibility.What we do is that at each step of the AI life cycle and training process, there’s a notarization — or a stamp — of what happened. This is the decentralized ID, or identifier, that’s associated with the agent or human or machine that’s taking that action. You have the timestamp.

 

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