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How to Test and Validate Large Language Models

Picture of Mitchell Crum Mitchell Crum: Feb 21, 2025 8:30:00 AM

Artificial intelligence has been advancing at lightning speed, and Large Language Models (LLMs) are at the forefront of this revolution. However, with rapid innovation comes the critical need to thoroughly test and validate these models to ensure...

AI
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A person wearing glasses and a white shirt is seated at a desk, focused on a large computer screen displaying graphs, likely pondering data integration challenges. A laptop with more charts is beside them, while a small plant adds life to the workspace.

5 Common Data Integration Challenges & How to Overcome Them

Picture of Jeff Rogers Jeff Rogers: Feb 14, 2025 9:00:00 AM

It’s hard to imagine running a business without relying on data in some way. Yet many organizations still struggle with disjointed systems, outdated...

Data
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How to Build Process Automation That Actually Works

Picture of Eric Carr Eric Carr: Jan 31, 2025 12:59:30 PM

There’s a lot of pressure these days for businesses to automate their manual processes. Talk to any mid-level manager or director, and you’ll find...

AI
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Three people stand around a table, examining a whiteboard filled with diagrams and colorful sticky notes crucial to the product validation process. A laptop and office supplies are scattered on the table, while sunlight streams through a window, casting shadows.

How to Validate Your Product Idea Before You Build It

Picture of Paul Hilsen Paul Hilsen: Jan 21, 2025 4:15:00 PM

Mastering the Product Validation Process "You can build anything. The challenge is building the right thing." I find myself saying this almost daily...

Strategy
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A person holds a smartphone displaying a login screen typical of enterprise mobile apps, with fields for username and password. The intuitive user experience includes a

FAQ: Mobile App Questions You Actually Need Answered

Picture of Compoze Labs Compoze Labs: Dec 30, 2024 9:46:35 AM

Almost every organization we work with is under pressure to deliver mobile solutions - whether it's streamlining internal operations, improving...

App Dev
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A person is typing on a laptop displaying the ChatGPT webpage, exploring enterprise AI applications. A bowl of apples and a glass of orange juice rest on the wooden table beside the laptop, while a notebook is partially visible in the background.

Enterprise AI Beyond ChatGPT & Copilot

Picture of Eric Carr Eric Carr: Dec 18, 2024 8:45:00 AM

The pressure to "do something with AI" is overwhelming. Maybe you've bought Copilot licenses or played with ChatGPT, but find yourself wondering:...

AI
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Isometric illustration of cloud computing: a laptop, monitor, keyboard, and smartphone seamlessly connected to a cloud showcases efficient design on a purple grid background. This visual elegantly hints at streamlined operations that optimize cloud cost management.

Are Your Cloud Costs Higher Than They Need to Be?

Picture of Compoze Labs Compoze Labs: Dec 5, 2024 11:18:28 AM

Every successful business today relies on cloud infrastructure. Whether you're using Amazon Web Services (AWS), Microsoft Azure, or Google Cloud,...

App Dev Cloud
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Digital blueprint-style illustration of a suspension bridge, symbolizing b2b integration, with a surrounding city skyline against a blue background. The structures are depicted in white linework with the grace of data quality and consistency under the full moon in the sky.

Should I Modernize My B2B Integration Strategy?

Picture of Jeff Rogers Jeff Rogers: Nov 4, 2024 1:19:24 PM

A recent conversation about B2B integration brought an interesting insight: what seems like a basic business need—letting partners view inventory and...

Data
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A woman and a man stand by a desk with a computer, discussing graphs on the wall. The room features charts, a plant, globe, and office decor set against an orange background—an ideal setting for sharing IT leader tips.

3 Tips for IT Leaders to Stay Ahead

Picture of Compoze Labs Compoze Labs: May 23, 2024 10:45:00 AM

We all know that IT leaders are under constant pressure to keep up with the demand for innovation. But with the widespread adoption of Generative AI...

Strategy
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A person taps on a smartphone screen with a glowing bot icon and speech bubbles hovering above, symbolizing the innovative rag chatbot technology. The background is dark blue, emphasizing the digital interface elements.

Concepts to Consider While Building a RAG Chatbot

Picture of Compoze Labs Compoze Labs: Feb 21, 2024 1:45:00 PM

The world is still only at day one of the Artificial Intelligence (AI) era, yet AI adoption has been much faster compared to the adoption of other...

AI
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