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Large AI uses quintillions of ops per second | Circular retail spins up

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Week of March 13, 2023

For you this week: AI companies are putting cloud computing architectures to the test as they train extremely large language models, such as ChatGPT. Can retailers profit from prolonging the life of items and then recycling them? The many flavors of data residency. And why CX pros need a new set of tools. Plus: Autonomous Linux 8 offers patching without downtime.

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“Training large language models is extremely network intensive… [it] requires coordinating and sharing information across hundreds or thousands of independent servers.”

— Leo Leung, Vice President of Product Marketing, Oracle

The best AI gym

Just as an athlete needs to train for optimal performance during a competition, a machine learning model must be trained to perform its best. Training a large language model, however, can require superclusters capable of performing quintillions of operations per second. Here’s Oracle’s Leo Leung on what else is unique about AI computing needs.

Sustainable retail

Circular retail puts more focus on reducing waste and prolonging the life of an item and then designing solutions to recycle or reuse products and materials. Beyond the environmental impact and boost to brand value, it can also make operations more efficient and profitable, says Oracle’s Michelle Blichfeldt.

CX reboot

To compose connected, end-to-end customer or employee experiences across an enterprise, CX professionals must become conductors guiding a symphony of data and processes, says Oracle’s Rob Tarkoff, who argues for giving CX pros best-of-breed features in a single, unified, and streamlined suite of applications.

Sovereign cloud

While the definition of data residency can vary by region, the central theme for companies looking to comply is always about retaining more control over their data. Such control can be facilitated by cloud providers, says Oracle’s Scott Twaddle, by offering service options, such as local data center locations, cloud isolation, access management controls, and transparent data access decisions.

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FEATURED TECH

Self-patching in Linux 8

Self-patching Autonomous Linux 8 can help increase security, availability, and performance. It checks for patches and automatically keeps your Oracle Linux operating system patched daily—without the need to reboot and schedule downtime.

Hands-on tech

Autonomous Container Database Version Control

Generate an Oracle Analytics Cloud snapshot using REST API

Announcing the general availability of OCI Anomaly Detection features

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Large AI uses quintillions of ops per second | Circular retail spins up

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