O'Reilly Media

NOVEMBER 19, 2024

One popular term encountered in generative AI practice is retrieval-augmented generation (RAG). 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.

Database 130

Database AI AI Natural Language Processing 130

AWS Machine Learning Blog

MARCH 31, 2023

The key to making this approach practical is to augment human agents with scalable, AI-powered virtual agents that can address callers’ needs for at least some of the incoming calls. Call volumes increased further in 2020 when the COVID-19 pandemic struck and driver licensing regional offices closed.

AWS 102

AWS Natural Language Processing System Architecture Machine Learning 102

Google Research AI blog

FEBRUARY 14, 2023

In 2020, we introduced Performers as an approach to make Transformers more computationally efficient, which has implications for many applications beyond robotics. Further improvements are gained by utilizing a novel structured dynamical systems architecture and combining RL with trajectory optimization , supported by novel solvers.

Algorithm 139

Algorithm System Architecture Deep Learning Deep Learning 139

AssemblyAI

NOVEMBER 8, 2023

New Models The development of our latest models for Punctuation Restoration and Truecasing marks a significant evolution from the previous system. Overview of the previous system : Architecture : A two-stage hybrid model combining a DistilBERT -like transformer with rule-based post-processing. Susanto et al., Mayhew et al.,

System Architecture 59

System Architecture Deep Learning Deep Learning AI 59

Flipboard

JANUARY 15, 2025

System architecture for GNN-based network traffic prediction In this section, we propose a system architecture for enhancing operational safety within a complex network, such as the ones we discussed earlier. He received his PhD in computer systems and architecture at the Fudan University, Shanghai, in 2014.

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AWS Machine Learning Machine Learning System Architecture 139