Tag: scaling laws

Choosing Model Families for Scalable LLM Programs: Practical Guidance
Choosing Model Families for Scalable LLM Programs: Practical Guidance

Tamara Weed, Sep, 12 2026

Struggling to pick the right LLM? Learn how to choose between GPT, Claude, Gemini, and Llama based on cost, scale, and specific use cases. Practical guidance for building scalable AI programs in 2026.

Categories:

Enterprise Technology

Tags:

LLM model families scalable AI programs open source LLMs enterprise AI strategy scaling laws
Total Cost of Ownership Models for Scaling Large Language Models
Total Cost of Ownership Models for Scaling Large Language Models

Tamara Weed, Jun, 12 2026

Explore the true Total Cost of Ownership (TCO) for scaling Large Language Models. We break down hidden costs, GPU expenses, and scaling laws to help you build a realistic AI budget.

Categories:

Enterprise Technology

Tags:

LLM TCO scaling laws AI infrastructure costs GPU compute pricing model fine-tuning expenses
Scaling Laws in Practice: When to Stop Training Large Language Models
Scaling Laws in Practice: When to Stop Training Large Language Models

Tamara Weed, Apr, 30 2026

Stop wasting compute. Learn when to move past Chinchilla optimality and enter the overtraining regime to balance training costs with inference performance.

Categories:

Enterprise Technology

Tags:

scaling laws Chinchilla optimality overtraining LLMs training pipeline model performance

Recent post

Categories

Archives

Tags

vibe coding prompt engineering large language models generative AI transformer architecture LLM security AI governance Large Language Models data privacy prompt injection AI coding tools responsible AI AI compliance LLM optimization transformer models AI development AI coding assistants LLM evaluation LLM-as-a-Judge multimodal generative AI

© 2026. All rights reserved.