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The Case for Smaller Models: Why Frontier AI Is Not Always the Answer

Frontier models are incredible. They are also overkill for 80% of what enterprise teams use them for.

Published 12/25 3 minute read
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Shadow AI: The Silent Budget Killer Inside Every Company

Your AI spend doubled last quarter. Your engineering team swears they’re only using approved models. Yet somewhere between those approved workflows...

Published 12/25 6 minute read
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Predicting Patient Outcomes Using the Industry’s Largest Cancer Imaging Dataset

Cake supports a leading computational imaging company using AI trained on the industry’s largest cancer imaging dataset to advance precision...

Published 12/25 3 minute read
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The Hidden Costs Nobody Expects When Deploying AI Agents

AI agents are now everywhere on roadmaps. They plan, reason, call tools, retrieve context, and complete multi-step tasks with a degree of autonomy...

Published 11/25 4 minute read
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The AI Budget Crisis You Can’t See (But Are Definitely Paying For)

AI spend is increasing across every organization, yet most teams still cannot answer the simplest operational question: What does our AI actually...

Published 11/25 4 minute read
Best open-source RAG tools for an enterprise data infrastructure with servers and data cubes.

7 Best Open-Source RAG Tools for Your Enterprise

Think of a standard large language model (LLM) as a brilliant new hire who aced their exams but has zero on-the-job experience with your company....

Published 10/25 20 minute read
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7 Best Open-Source AI Governance Tools Reviewed

Building an AI model without a governance plan is like constructing a house without a foundation. It might look fine at first, but it won't withstand...

Published 10/25 18 minute read
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Practical Guide to Regression Techniques for Enterprise Data Science

Think of running a business like navigating a ship. You can rely on your gut and a compass, or you can use advanced instruments that analyze weather...

Published 10/25 20 minute read
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How to Use Regression Models for Business Forecasting

Making confident business decisions can feel like trying to hit a moving target in the dark. You might have a gut feeling about how much inventory to...

Published 10/25 19 minute read