Every business that relies on equipment (often in remote or inhospitable environments) knows the challenge: sensors produce oceans of numbers, devices spit out cryptic logs, and your teams are left piecing it together under pressure. Machine learning (ML) has been great at crunching the numbers. Now, tiny language models (TLMs) like Gemma 3 270M provide an opportunity to take this one step further, reading the logs, interpreting anomalies, and explain issues in plain language. There appears to be real potential in combing these approaches. (For those more technically inclined I have included a conceptual design and explanation at the end of the article.)
Tag: #MachineLearning
Existing Skills, New Frontier: How Ops Pros Will Thrive in the Age of AI
The headlines are buzzing with Machine Learning (ML) and Generative AI (GenAI), and it’s easy to think you need a whole new toolkit to stay relevant. While these technologies are transformative, the good news is that many of your existing skills in technology operations are not just relevant, they’re crucial. The game is changing, but the foundations you’ve built are more important than ever. Let’s explore how.