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Six Questions About Synthetic Data

Dataversity

Click to learn more about author Dr. Sigal Shaked. What is synthetic data, and why are more and more companies turning to it as an alternative to the real thing? Here’s what you should know about the benefits and uses of synthetic data. What is the buzz about synthetic data?

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IT leaders look beyond LLMs for gen AI needs

CIO

But not all problems are best solved using LLMs, some IT leaders say, opening a next wave of multimodal models that go beyond language to deliver more purposeful results — for example, to handle dynamic tabular data stored in spreadsheets and vector databases, video, and audio data.

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The complex patchwork of US AI regulation has already arrived

CIO

Sixteen states had already enacted AI-related legislation as of late January, and state legislatures have already introduced more than 400 AI bills across the US this year, six times the number introduced in 2023. Those questions will come from consumers, and they will come from regulators,” she adds.

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CIOs still grapple with what gen AI can do for the enterprise

CIO

“After experimenting with both GitHub copilot and ChatGPT for over six months, I’m amazed by the pace at which generative AI is evolving,” says Yves Caseau, global CIO of Michelin. The big question is what to do with it now. To fill the gap, many companies complement the real data with synthetic data.

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CIOs press ahead for gen AI edge — despite misgivings

CIO

Snap, LexisNexis, and Lonely Planet are also developing and training LLM models, each leveraging their own data stored on AWS. “We To this end, many are conducting proof-of-concept projects to assess how generative AI can be leveraged to streamline IT operations, enhance data management, and improve decision-making,” he says.

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Weighing risk and reward with gen AI vendor selection

CIO

So if OpenAI came within a hair’s breadth of collapsing overnight, what does this say about the survival odds of the innumerable start-ups in this space? Synthetic media, which includes AI-generated text, images, audio, and video, grew by 222% compared to the previous year. How is the prompt data stored in their environment?”

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Risk Analytics: A Quick Guide

Netbasequid

Let’s learn more about these risks and how to head them off. Data collected over a period of just one month reveals a vast ongoing conversation about risk. With the current advances in computing power, new techniques, and better technologies, businesses can extract more actionable insights from their ever-growing data piles.

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