​🧑‍🏫 Dive into the world of #GenerativeAI with the brand-new InterSystems Learning Path!

Learn about the fundamentals, best practices, prompt engineering techniques, and how to prepare your data for #AI. Discover #InterSystemsIRIS vector search and ensure safe, responsible AI use 👇

https://community.intersystems.com/post/brand-new-learning-path-getting-started-generative-ai

Start your journey today!

​🤖 Watch this #video to get an overview of InterSystems principles for using #GenerativeAI, including:

- Establishing trust through transparency
- Augmenting human #intelligence
- Guarding #privacy
- Avoiding bias Use #AI responsibly!

https://community.intersystems.com/post/video-using-generative-ai-responsibly

​📺 Watch this #video to start developing a #GenerativeAI application and learn how you can make it as effective as possible 👇

https://community.intersystems.com/post/video-planning-your-generative-ai-project
Have fun!

​🚀 Curious about how massive #AI models like #GPT are trained? In the latest Code To Care #video, we dive deep into the fascinating world of AI training. We’ll explore the pre-training process that companies like OpenAI and Google use, covering:

👉 Next-word prediction
👉 Masked sentence prediction
👉 Next-sentence prediction

Discover how AI learns the structure of human language with real-world examples. Watch now and get a clearer understanding of how #GenerativeAI works behind the scenes!

https://community.intersystems.com/post/video-pre-training-first-step-genai-model-training

Unlock the Secrets Behind AI Training! #AI #MachineLearning #GenerativeAI #Python #DataScience

​📽️ Watch this #video to explore how to prioritize #GenerativeAI use cases using a simple 2x2 framework that evaluates value (high/low) and risk (high/low). Inspired by Peter Durlach from Microsoft Nuance, the #model helps identify which projects to tackle first 👇

https://community.intersystems.com/post/use-cases-generative-ai

Make the most informed decision possible based on the data you have!

​🤖 Want to run a local #LLM with #InterSystemsIRIS and keep your data securely on-prem? Learn how to orchestrate #GenerativeAI with Embedded #Python in a lightweight setup 👇

https://community.intersystems.com/post/orchestrating-local-llm-iris-interoperability

Unlock the power of #AI experimentation without cloud dependencies!

​📹 Watch this #video to learn how #dataquality impacts both traditional #MachineLearning and #GenerativeAI models, and learn how normalization, patient matching, and retrieval-augmented generation enhance responses 👇

https://community.intersystems.com/post/video-your-data-ready-ai

Get the most out of your data!

​📺 Watch this #video to learn the importance of #data normalization, patient matching, and adherence to national #standards in both traditional #machinelearning and #generativeAI applications 👇

https://community.intersystems.com/post/video-role-data-and-interoperability-effective-ai-healthcare

Enjoy!

​🤖 Curious about how #GenerativeAI works? Dive into how these models generate text, images, and more by learning patterns from data. It's a game-changer in making #AI accessible to everyone with just a simple prompt 👇

https://community.intersystems.com/post/overview-generative-ai-part1

Start exploring the magic behind Generative AI today!

​🚀 Explore the power of #GenerativeAI & Vector Embedding with #InterSystemsIRIS AI Studio! This tool makes it easy for non-technical users to experiment with #AI and vector DB capabilities without heavy coding👇

https://community.intersystems.com/post/iris-ai-studio-playground-explore-generative-ai-vector-embedding-capabilities

Check out this solution - no coding required!

​🔍 Dive into the world of #VectorSearch and #GenerativeAI with #InterSystemsIRIS VectorLab! This web app lets you perform vector operations, from text-to-embedding translation to advanced vector searches, all powered by #embeddedPython👇

https://community.intersystems.com/post/vector-search-application-demonstrate-vector-search-and-generative-ai-capabilities

Check out the article and the related app!

​⏯️ Automatic bug fixing with #GenerativeAI is one of the most promising, yet challenging, use cases in software development. This #video explores the complexities of this task and highlights how benchmarks like SWE-bench are helping evaluate whether #AI-generated fixes truly work by testing them against both existing and new automated tests 👇

https://community.intersystems.com/post/video-can-ai-fix-bugs-evaluating-progress-and-challenges

Is automated #bug fixing the next big step for generative AI in #software engineering?

​📺 Watch this #video to explore how #GenerativeAI is changing medicine and science, from easing the burden on #healthcare professionals to unlocking new possibilities in biology, molecular modeling, and drug discovery 👇

https://community.intersystems.com/post/video-words-molecules-how-ai-transforming-medicine-and-beyond

Discover how AI is rewriting the future of healthcare and science!

​At #Ready2025, we explored how InterSystems Data Studio (IDS) is transforming how organizations interact with data, bringing together information from relational databases, files, PDFs, Salesforce, SAP, and more into a single unified platform for smarter decision-making.

Watch this #video to discover:
✅ How IDS now includes an embedded #GenerativeAI powered Assistant for natural language queries and insights.
✅ How executives, analysts, and clinicians can explore data, uncover trends, and automate tasks with ease.
✅ How teams can create customized Assistants with unique personalities and domain-specific knowledge, all protected by robust access controls.

https://community.intersystems.com/post/video-generative-ai-intersystems-data-studio

Empower everyone in your organization to make data-driven decisions securely, intuitively, and intelligently!

​📺 Watch this #video to explore how #GenerativeAI can meaningfully support everyday work without replacing your voice or creativity, giving practical, real-world ways #AI can help: from summarizing research and refining recommendations to preparing presentations and brainstorming new ideas 👇

https://community.intersystems.com/post/video-using-genai-real-life-daily-use-cases-work

Integrate AI into your workflow thoughtfully and productively!

​At #Ready2025, we explored how the next generation of #HealthIT is being built on a strong, AI-ready foundation, powered by InterSystems technologies.

Watch this #video to learn:
✅ How #InterSystemsIRIS for Health provides the platform foundation for AI-driven solutions like InterSystems IntelliCare.
✅ How advanced data management and interoperability enable intelligent, scalable #healthcare applications powered by #GenerativeAI.

https://community.intersystems.com/post/video-develop-next-generation-health-it-intersystems

Discover how modern Health IT solutions are designed to unlock the full potential of #AI in healthcare!

​At #Ready2025, we introduced #InterSystemsDataStudio and showed how low-code, fully managed data solutions are expanding access to powerful #analytics and #integration capabilities.

Watch this #video to explore:
✅ How InterSystems Data Studio simplifies connecting, cataloging, integrating, and analyzing distributed data within a smart data fabric.
✅ What’s new in IDS, including industry- and application-specific modules for #GenerativeAI, #SupplyChain, financial services, and the upcoming #healthcare module.

See how Data Studio is enabling more users to unlock the value of enterprise data — faster and with less complexity.

​🗣️What happens when you stop writing code and start describing it?

“Vibe coding” lets #GenerativeAI take the lead, while GenAI-assisted coding keeps developers in control. This #video shows how AI can analyze, plan, build, and test a feature in minutes, revealing both the speed gains and control trade-offs.

At InterSystems, we see this as part of a broader shift: from coding to expressing intent in natural language.

https://community.intersystems.com/post/video-vibe-coding-letting-ai-build-while-you-steer

Watch the video and tell us what you think 💬

#InterSystems #SoftwareDevelopment #AI #GenAI #VibeCoding

​At #Ready2026, we explored how AXS Energia (ROCA Group) is combining #GenerativeAI, Vector Search, and #InterSystemsIRIS to transform complex energy data into predictive #intelligence.

Watch this #video to discover:
✅ How the Orion #AI project uses the InterSystems IRIS Data Fabric to unify data from #IoT, SCADA, meteorology, and other sources.
✅ How #VectorSearch and Generative AI power an integrated predictive model for anticipating critical events.
✅ How a data-driven AI architecture can reduce operational costs and improve overall energy performance.

https://community.intersystems.com/post/video-predictive-power-generative-ai-how-axs-unifies-data-and-optimizes-costs-intersystems-iris

See how real-world predictive AI is helping turn complex data into smarter decisions, greater efficiency, and measurable business value.

🎉 The wait is over — the recording is here!
Missed our InterSystems IRIS AI Hub: Goals, Games & Goodies webinar? Or want to go back and revisit a demo? The full recording is now available on YouTube! ▶️

We packed a lot into one session: an introduction to InterSystems IRIS AI Hub, a technical deep dive, SQL Golf, IRIS Mus, and lessons learned from actually working with AI Hub 🚀

A huge thank you to everyone who made it happen:
👏 Iryna Mykhailova, PhD — webinar host
👏 Benjamin De Boe — AI Hub overview
👏 Gabriel Ing — technical deep dive
👏 Lynn Wu — SQL Golf game
👏 Luis Ángel Pérez Ramos — IRIS Mus game
👏 Gianni Muzzin from Zorgi
👏 Heloisa Tambara Paiva from Zarmik

And thank you to everyone who joined us live, asked questions, and played along!

🎥 Watch the recording: https://youtu.be/OMf3N3MALF4

Want to keep exploring?
🧑‍💻 Try InterSystems IRIS AI Hub through the Early Access Program: https://evaluation.intersystems.com/Eval/early-access/AIHub

💬 Join the AI Hub conversation on Discord: https://discord.com/channels/698987699406766170/1521152420963418122
More AI Hub demos, experiments, and real-world experiences to come. Stay tuned! 👀

#InterSystemsIRIS #AI #AIHub #GenerativeAI #AgenticAI #Developers #InterSystemsDeveloperCommunity #webinar