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Tech Transforms podcast: How one federal agency is embracing AI to support and empower its cyber workforce

Dynatrace

Is artificial intelligence (AI) here to steal government employees’ jobs? Furthermore, AI can significantly boost productivity if employees are properly trained on how to use the technology correctly. “It’s Can embracing AI really make life easier? There is a lot of concern about AI taking jobs away from humans.

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What is IT automation?

Dynatrace

Expect to spend time fine-tuning automation scripts as you find the right balance between automated and manual processing. While automating IT processes without integrated AIOps can create challenges, the approach to artificial intelligence itself can also introduce potential issues.

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Presentation: Modern Compute Stack for Scaling Large AI/ML/LLM Workloads

InfoQ

Jules Damji discusses which infrastructure should be used for distributed fine-tuning and training, how to scale ML workloads, how to accommodate large models, and how can CPUs and GPUs be utilized? By Jules Damji

Tuning 90
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The New O’Reilly Answers: The R in “RAG” Stands for “Royalties”

O'Reilly

While perfect intelligence is no more possible in a synthetic sense than in an organic sense, retrieval-augmented generative (RAG) search engines may be the key to addressing the many concerns we listed above. Generative AI models are trained on large repositories of information and media.

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AI Has an Uber Problem

O'Reilly

In the case of artificial intelligence, training large models is indeed expensive, requiring large capital investments. OpenAI, for example, has trained not just on publicly available data but reportedly on copyrighted content retrieved from pirate sites. But those investments demand commensurately large returns.

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Best Practices in Cloud Security Monitoring

Scalegrid

To combat this issue, certain strategies are recommended such as prioritizing alerts based on severity levels, reducing false positives through advanced detection techniques, automating response protocols for faster action-taking, and providing adequate training and resources for personnel responsible for managing security.

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Creativity Isn’t Just Remixing

O'Reilly

An AI trained on the works on Haydn and Mozart wouldn’t give you Beethoven; it would give you some (probably rather dull) amalgam, lacking the creativity of either Haydn or Mozart. After his images were removed from Stable Diffusion’s training data, fans developed an alternate model that was tuned to produce images in Rutkowski’s style.