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Top 10 Trends for Data in 2024

Tom Tunguz

LLMs Transform the Stack : Large language models transform data in many ways. If you’re curious about the evolution of the LLM stack or the requirements to build a product with LLMs, please see Theory’s series on the topic here called From Model to Machine.

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Meet the Rockstars of Risk: Essential insights for software companies navigating payments, compliance, and security

Payrix

At Payrix from Worldpay, we have an internal team of risk management experts dedicated to helping software companies, like yours, manage payment processing, fraud prevention, and compliance. Mike’s key takeaway: Data modeling has become a cornerstone of effective risk management. Explore risk and compliance advice for platforms.

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The Bar Has Gone Up: The New Era of HyperFunctional SaaS with Jason Lemkin

SaaStr

Security and compliance are strong, with Wiz turning down billions from Google. And we talked about security compliance. There is no downturn in security compliance. There is no downturn in security compliance. But Zscaler , CrowdStrike, Rubrik , for all of these folks in security compliance, there is no downturn.

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Clouded Judgement 1.24.25 - The Year of Enterprise AI

Clouded Judgement

In AI terminology, “generalizing” refers to a model’s ability to apply learned knowledge to new tasks or unseen data. However the pace of innovation in large language models is extraordinary. Early research, including projects like R1 from DeepSeek, has shown promising results in this area.

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Build Trustworthy AI With MLOps

In our eBook, Building Trustworthy AI with MLOps, we look at how machine learning operations (MLOps) helps companies deliver machine learning applications in production at scale. AI operations, including compliance, security, and governance. AI ethics, including privacy, bias and fairness, and explainability.

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Which AI Model Should You Pick for Your Startup?

Tom Tunguz

A product manager today faces a key architectural question with AI : to use a small language model or a large language model? the company would prefer to rely on external experts to drive innovation within the models. the company would prefer to rely on external experts to drive innovation within the models.

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Top 5 Risk and Compliance Trends for 2025

Scytale

As technology continues to evolve, compliance industry trends and requirements adapt accordingly. Compliance trends in 2025 continue to be influenced by emerging technologies such as artificial intelligence, Internet of Things, blockchain, and cloud computing.