Google Patents Straighten AI Training Data
Google is developing tools to keep your data straight.
The high-tech giant has filed for patents for the system “Managing Artificial Intelligence and Machine Learning Datasets with Cloud Storage” This properly organizes the AI training dataset.
Read again: AI White House Deregulation Creates Fresh Pitfalls for Businesses and Microsoft SharePoint Attacks demonstrates the weaknesses of on-plame storage and cloud
Google’s patents essentially address the concept of efficiently placing data to avoid data hygiene or wasted storage space, security concerns, and access control issues.
“Copying data to individual storage for each training can increase latency and lead to redundant data replication,” Google said in its filing. It also adds to the increased privacy issues, which can be particularly cumbersome when the dataset contains sensitive, personally identifiable information.”
Google’s treatment relies on “bookmarks” or references that link to various data. Instead of copying and pasting data from one location to another, you can create messy duplicates. Bookmarks create virtual groups that reference the data used in training.
The bookmarking system allows you to group, share and manage datasets for machine learning training without putting the underlying data itself at risk.
Cloud computing and AI are a major part of Google’s business: the company introduced it in the most recent quarter $13 billion in cloud revenuesurpassing Wall Street expectations, up 32% from the previous year’s quarter. and Early this monthOpenai has announced a partnership to host ChatGPT using Google Cloud.
With increasingly reliance on cloud platforms to build and develop AI, it is important to find ways to properly manage the flow of data. Patents like this help instill trust as Google continues to fight for cloud relevance with other hyperscalers such as Amazon Web Services and Microsoft Azure.
This post was first published Daily Benefits. Sign up for free to receive cutting-edge insights into technology trends that impact CIOs and IT leaders CIO’s upside Newsletter.