O'Reilly Media

NOVEMBER 19, 2024

at Facebook—both from 2020. What’s old becomes new again: Substitute the term “notebook” with “blackboard” and “graph-based agent” with “control shell” to return to the blackboard system architectures for AI from the 1970s–1980s. Here’s a simple rough sketch of RAG: Start with a collection of documents about a domain.

Database 127

Database AI AI Natural Language Processing 127

AWS Machine Learning Blog

MARCH 31, 2023

The lack of flexibility in the existing customer service system prevented them from providing their customers the best user experience and from innovating further by introducing features like the ability to handle redundant queries via chat. He is focusing on system architecture, application platforms, and modernization for the cabinet.

AWS 101

AWS Natural Language Processing System Architecture Machine Learning 101

Google Research AI blog

FEBRUARY 14, 2023

In previous machine-learned approaches, robots were limited to short, hard-coded commands, like “Pick up the sponge,” because they struggled with reasoning about the steps needed to complete a task — which is even harder when the task is given as an abstract goal like, “Can you help clean up this spill?”

Algorithm 139

Algorithm System Architecture Deep Learning Deep Learning 139

Flipboard

JANUARY 15, 2025

In this post, we show how you can use our enterprise graph machine learning (GML) framework GraphStorm to solve prediction challenges on large-scale complex networks inspired by our practices of exploring GML to mitigate the AWS backbone network congestion risk. Patrick Taylor is a Senior Data Scientist in AWS networking.

AWS 139

AWS Machine Learning Machine Learning System Architecture 139