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Article Gabriel Ing · May 7 4m read

An Introduction to AI Hub, Part 1: Agents in ObjectScript

For those of you that weren't at READY last week, you may have missed the exciting announcement that the Early Access Program for AI Hub is officially open. It was announced during an amazing demo from @Benjamin De Boe and @Jeff Fried, I recommend catching up with this demo when the recording is released!  I had the opportunity to play with AI Hub in advance, and thought I might share an introduction with the community.

#InterSystems IRIS #InterSystems IRIS for Health #Documentation #Other #Artificial Intelligence (AI) #Early Access Program (EAP) #Generative AI (GenAI) #ObjectScript
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Article Jorge Jaramillo Herrera · May 5 19m read

Explainability in ML Models

This article introduces SHAP explainability methods as an approach to understand the reasons behind predictions in machine learning black-box models. It also includes a simple Jupyter notebook that you can use and modify to gain hands-on experience with these concepts:

https://www.kaggle.com/code/jorgeivnjh/explainability-in-ml-models

https://github.com/JorgeIvanJH/Explainability-in-ML-models

We will leverage these concepts for a future implementation in our Continuous Training Pipeline: https://community.intersystems.com/post/complementing-iris-mlflow-continuous-training-ct-pipeline

#Other #Artificial Intelligence (AI) #Machine Learning (ML) #Python
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Question Kenji Kishimoto · Apr 29

IRIS Management Portal lag and terminal input latency when running background automation tasks

Hi everyone,

I’ve been diving into the new IRIS 2026.1 features this week, specifically trying out the opt-in modernized Interoperability UI and the new DTL Explainer, but I’ve recently hit a persistent technical snag where the Management Portal becomes incredibly sluggish and my Terminal sessions start to experience significant input latency.

I am currently using a community setup to handle some automated local logging and script-based data scrubbing for my production archives in the background while I work.

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Discussion Anna Golitsyna · Apr 23

"Ask DC AI" quality and complaints

Is there any dedicated place on the InterSystems site to complain about "Ask DC AI" lack of rather simple knowledge? I'd say, as a bare minimum it should be trained on ALL InterSystems usually excellent documentation and know how to quote from it. A couple of recent examples, all of them "beyond my knowledge", which really should not be "beyond my knowledge". Common language rephrasing did help with a couple of requests below, but AI should be able to rephrase itself.

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