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Benchmarking Amazon Nova and GPT-4o models with FloTorch

AWS Machine Learning

OpenAI launched GPT-4o in May 2024, and Amazon introduced Amazon Nova models at AWS re:Invent in December 2024. script provided with the CRAG benchmark for accuracy evaluations. The script was enhanced to provide proper categorization of correct, incorrect, and missing responses.

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Contact Center Trends 2024: Our Predictions

Fonolo

Our 2024 trends document covers it all. Here’s a snapshot of what you’ll find: 2024 Contact Center Trends Chatbots get a glow-up By now, most of us have had a run-in with the first generation of chatbots. In 2024, we think they will get a major glow-up as companies embrace a much more intelligent version of chatbots.

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Why AI is the Future of CX

CCNG

The Future of AI in Customer Experience: Current Trends Many trends for 2024 aren’t new, but they’re picking up momentum as more and more companies adopt AI. #1. Older chatbots relied on a static script, but now conversation chatbots can react more effectively to whatever inputs a customer is giving them.

Chatbots 195
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Transforming Customer Experience with Contact Center Automation

CCNG

Contact Center Automation Trends 2024 As we progress into 2024, several trends are poised to shape the landscape of contact center automation, reflecting the integration of advanced technologies, evolving customer interactions, and the growing demand for seamless service.

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Accelerate pre-training of Mistral’s Mathstral model with highly resilient clusters on Amazon SageMaker HyperPod

AWS Machine Learning

Reusable scaling scripts for rapid experimentation – HyperPod offers a set of scalable and reusable scripts that simplify the process of launching multiple training runs. cat env_vars Set up lifecycle scripts SageMaker HyperPod uses a collection of lifecycle scripts to bootstrap the cluster. It gets mounted at /fsx.

Scripts 106
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Chatbots vs. Agentic AI: Key Differences and How to Spot Them

TechSee

Chatbots: Reactive and Scripted Most chatbots operate using predefined scripts or flows. For instance, while a chatbot might provide a scripted response when asking about a device (e.g. If there were an MMA match, chatbots vs. agentic AI, where would each of them excel, or how would their approaches to your CX challenges differ?

Chatbots 136
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Node problem detection and recovery for AWS Neuron nodes within Amazon EKS clusters

AWS Machine Learning

compute.internal | grep 'Conditions:' -A7 Conditions: Type Status LastHeartbeatTime LastTransitionTime Reason Message - -- - NeuronHealth True Fri, 29 Mar 2024 17:42:43 +0800 Fri, 29 Mar 2024 17:42:38 +0800 NeuronHasError_DMA_ERROR test NEURON_HW_ERR=DMA_ERROR test. Neuron conditions should show up. Neuron conditions should show up.