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Know before you go: 6 lessons for enterprise GenAI adoption

CIO

Lesson 1: Don’t start from scratch to train your LLM model Massive amounts of data and computational resources are needed to train an LLM. That makes it impractical to train an LLM from scratch. Training GPT-3 was heralded as an engineering marvel. One workaround is to build a system with multiple LLMs.

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Balancing latency and sustainability

CIO

To get the compute resources they need while also optimizing energy efficiency, some enterprises—and the service providers they partner with—look to position data centers in colder environments, far away from major population centers. The requirements of AI training workloads are very different from those of inference workloads.

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4 paths to sustainable AI

CIO

Concerns that AI contributes to global warming stem from estimates that GPUs used to develop and keep AI models running use four times as much energy as those serving conventional cloud applications, and that AI could be on track to use as much electricity as Ireland. All those 13,000 new models didn’t require any pre-training,” he says.

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Infogrid raises $90M for its AI-driven building monitoring tech

TechCrunch

Infogrid , a startup that uses AI to collect and analyze data on things like air quality, occupancy and energy consumption, today announced that it raised $90 million in a Series B round led by Northzone and AO Proptech. “This trains our AI, which is then refined with user feedback, making it better.”

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AI and generative AI are revolutionizing manufacturing…here’s how

CIO

Now, manufacturing is facing one of the most exciting, unmatched, and daunting transformations in its history due to artificial intelligence (AI) and generative AI (GenAI). That’s how automation via AI-powered systems helps manufacturers identify areas of improvement and proactively deliver process enhancements and better business outcomes.

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Guarding the gates: a look at critical infrastructure security in 2023

CIO

With 2022 now in our rearview mirror, we still reflect on a time marked by global upheavals, like the Russia – Ukraine war, to the skyrocketing energy prices and global inflation. As technology advances, so too does the sophistication of threats to these essential systems.

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Salesforce certification guide: Roles, paths, exams, cost, training, requirements

CIO

The most performant CRM system today, Salesforce is a core technology for digital business, and its associated applications and ecosystem help make it in a leading platform for those seeking a lucrative IT career. Salesforce Administrator A Salesforce Certified Administrator manages and maintains an organization’s Salesforce CRM system.

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