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The Promise and Perils of Synthetic Data – Is AI Training AI the Future, or Are We Heading for Collapse?
Manage episode 444998748 series 1507591
In this thought-provoking episode, we dive headfirst into the game-changing — and somewhat unnerving — world of synthetic data. Is AI training AI the key to unlocking endless possibilities, or are we playing with fire? As access to real-world data becomes increasingly restricted and expensive, giants like Meta, Anthropic, and OpenAI are experimenting with synthetic alternatives. But what happens when the foundation of your data is built on potentially flawed, AI-generated information?
We’re talking about the companies betting big on synthetic data, how it’s transforming AI, and the hidden risks lurking beneath the surface. Will synthetic data solve the AI industry’s data dilemma, or could it lead to “garbage in, garbage out” on a scale we can’t yet comprehend? With millions of workers across the globe feeding the data machine, we explore the ethical, practical, and financial implications — and why you need to care as a lawyer, CEO, or business owner.
Discover why failing to carefully curate and filter synthetic data could lead to catastrophic model collapse and what leaders need to know about safeguarding their AI investments. If you’re serious about staying ahead of the AI curve, this episode is your guide to understanding the promise, the pitfalls, and everything in between.
Tune in now and stay informed on all things AI by subscribing to Mitch Jackson’s LinkedIn AI, Web3, and Metaverse newsletter for the latest updates and insights! https://bit.ly/mitch-linkedin
103 эпизодов
Manage episode 444998748 series 1507591
In this thought-provoking episode, we dive headfirst into the game-changing — and somewhat unnerving — world of synthetic data. Is AI training AI the key to unlocking endless possibilities, or are we playing with fire? As access to real-world data becomes increasingly restricted and expensive, giants like Meta, Anthropic, and OpenAI are experimenting with synthetic alternatives. But what happens when the foundation of your data is built on potentially flawed, AI-generated information?
We’re talking about the companies betting big on synthetic data, how it’s transforming AI, and the hidden risks lurking beneath the surface. Will synthetic data solve the AI industry’s data dilemma, or could it lead to “garbage in, garbage out” on a scale we can’t yet comprehend? With millions of workers across the globe feeding the data machine, we explore the ethical, practical, and financial implications — and why you need to care as a lawyer, CEO, or business owner.
Discover why failing to carefully curate and filter synthetic data could lead to catastrophic model collapse and what leaders need to know about safeguarding their AI investments. If you’re serious about staying ahead of the AI curve, this episode is your guide to understanding the promise, the pitfalls, and everything in between.
Tune in now and stay informed on all things AI by subscribing to Mitch Jackson’s LinkedIn AI, Web3, and Metaverse newsletter for the latest updates and insights! https://bit.ly/mitch-linkedin
103 эпизодов
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