Archive: 2025/09
Model Lifecycle Management: Versioning, Deprecation, and Sunset Policies Explained
Learn how versioning, deprecation, and sunset policies keep AI models reliable, compliant, and safe. Real-world examples, industry standards, and actionable steps for managing AI lifecycles.
- Sep 24, 2025
- Collin Pace
- 0
- Permalink
Top Enterprise Use Cases for Large Language Models in 2025
In 2025, enterprise LLMs are transforming customer service, compliance, fraud detection, and document processing. Discover the top real-world use cases driving ROI, the critical factors for success, and why security and integration matter more than model size.
- Sep 19, 2025
- Collin Pace
- 2
- Permalink
Contextual Representations in Large Language Models: How LLMs Understand Meaning
Contextual representations let LLMs understand words based on their surroundings, not fixed meanings. From attention mechanisms to context windows, here’s how models like GPT-4 and Claude 3 make sense of language - and where they still fall short.
- Sep 16, 2025
- Collin Pace
- 0
- Permalink
How to Use Large Language Models for Marketing, Ads, and SEO
Learn how to use large language models for marketing, ads, and SEO without falling into common traps like hallucinations or lost brand voice. Real strategies, real results.
- Sep 5, 2025
- Collin Pace
- 4
- Permalink