Nondeterminism in Agentic AI applications
This blog post was developed by the Exploration Workstream of the Generative AI Commons which is a Working Group in LF AI & Data. The Exploration Workstream has a broad...
LF AI & Data
From Demo to Deployable: What Students Discovered About Building Reliable AI
By Julia Husainzada, Data Science Student and Founder & President of the Responsible Computing Club, San José State University What industry engineers taught us about production-ready AI at Open Source...
Standing on the Shoulders of Giants: The Nanny Connectors That Keep AI’s Context Trustworthy
By Mandy Chessell, Egeria Project Leader, Pragmatic Data Research (PDR) Ltd Part 5 of the series on recent work in the Egeria project, an LF AI & Data project for open metadata...
ONNX v1.23.0 Expands Support for Transformer and Low-Precision AI Workloads
By Dr. Andreas Fehlner, ONNX Steering Committee Modern AI architectures are evolving quickly, and exchanging them between frameworks and runtimes depends on ONNX being able to represent their operators, data...
Egeria Resource Explorer: Effective Exploration and the Survey Funnel – Part 1: Active Scouting Beyond the Catalog Perimeter
Originally posted here by Dan Wolfson, Founder, Pragmatic Data Research Ltd. and member of the LF AI & Data Context Intelligence Work Group Enterprise data catalogs are rarely built in...
Kedro Evolves: Pipelines as Reusable and Callable Services, Data Validation, and AI-Assisted Development
Author: Alice Cima, Kedro community Kedro 1.3.0 through 1.6.0, Kedro Viz 12.4.0, Kedro Datasets 9.6.0, and Kedro skills 0.2.0 introduce new capabilities for serving pipelines, validating datasets and parameters, supporting...
Better Data for Everyone: How Coco Pharmaceuticals Puts Egeria’s Governance Model to Work
By Mandy Chessell, Egeria Project Leader, Pragmatic Data Research (PDR) Ltd Part 4 of a four-part series on recent work in the Egeria project, an LF AI & Data project for open...
Building Open source AI for the Public Sector: ITU GENIE.AI, OPEA and Docling as Building Blocks for Shared Innovation
Authors: Susan Malaika, Senior Technical Staff Member at IBM, David Manset, Senior Advisor Open Source and Digital Public Infrastructure (ITU), Roman Chestnov, Project Officer Digital Public Services (ITU) ITU’s GENIE.AI...
You Don’t Need to Migrate Everything to Catalog It: Egeria’s Growing Connector Library
By Mandy Chessell, Egeria Project Leader, Pragmatic Data Research (PDR) Ltd Part 3 of a four-part series on recent work in the Egeria project, an LF AI & Data project for open...
