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Dynatrace accelerates business transformation with new AI observability solution

Dynatrace

Augmenting LLM input in this way reduces apparent knowledge gaps in the training data and limits AI hallucinations. The LLM then synthesizes the retrieved data with the augmented prompt and its internal training data to create a response that can be sent back to the user. million AI server units annually by 2027, consuming 75.4+

Cache 204
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Migrating a privacy-safe information extraction system to a Software 2.0 design

The Morning Paper

design , Sheng, CIDR’20. ’ design. the majority of our effort goes into curating training data, i.e., specification-by-example of what the system should do. The particular system discussed in this paper is Google’s email information extraction system. But in Software 2.0, (training) data is key.

Systems 84
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Towards federated learning at scale: system design

The Morning Paper

Towards federated learning at scale: system design Bonawitz et al., This is a high level paper describing Google’s production system for federated learning. Federated Learning (FL) is a distributed machine learning approach which enables training on a large corpus of decentralized data residing on devices like mobile phones.

Systems 71
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A Day in the Life of… a Software Training Specialist

Tasktop

Meet Jason Grodan, a Software Training Specialist at Tasktop! We spoke to Jason about the different training classes Tasktop offers, bouldering, and what it’s like to work from home. My role at Tasktop is a ‘Software Training Specialist’. We provide training for Customers and Partners as well as new employees.

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Sydney and the Bard

O'Reilly

It’s been well publicized that Google’s Bard made some factual errors when it was demoed, and Google paid for these mistakes with a significant drop in their stock price. Large language models like ChatGPT and Google’s LaMDA aren’t designed to give correct results. What are the next steps?

Google 85
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Copyright, AI, and Provenance

O'Reilly

Another group of cases involving text (typically novels and novelists) argue that using copyrighted texts as part of the training data for a Large Language Model (LLM) is itself copyright infringement, 1 even if the model never reproduces those texts as part of its output. Is an artist’s style copyrightable, and if so, what does that mean?

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What is FinOps? How to keep cloud spend in check

Dynatrace

The result is smarter, data-driven solutions designed to manage cloud spend. It’s also important to provide training for engineers, developers, chief information officers, and any others as needed. What is FinOps?

Cloud 195