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Google Gemma 4 12B: The Model That Signals a Bigger Shift in AI Infrastructure
Over the past year, I’ve spent a considerable amount of time working with both local and production AI environments. On one side, I’ve been experimenting with local LLMs using Ollama, testing quantized models, and exploring how much intelligence can realistically run on developer laptops. On the other side, I’ve been deploying production workloads…
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Revolutionizing Marketing Success: Using Predictive AI
Understanding AI for marketing In today’s fast-paced business landscape, making data-driven decisions is paramount to stay ahead of the competition. This is especially true in the world of marketing, where understanding customer preferences and behaviors is crucial for success. With the large volume of data available, it’s become increasingly challenging for marketers to manually…