LLM

3 articles tagged "LLM"

Explore our collection of articles about llm. These posts cover practical insights for enterprise AI governance, compliance, and infrastructure teams.

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Open Weight Models DeepSeek

Open-Weight Models in 2026: DeepSeek, Kimi, and Open vs. Closed AI

Open-weight models like DeepSeek and Kimi have closed much of the gap with closed frontier AI. Here is how they work, how open-weight and closed-weight models differ, the pros and cons of each, and how enterprises can adopt open weights without losing governance.

Jul 20, 2026 7 min

MCP Token Optimization

Reducing Token Utilization When Building MCP Tools

Every MCP tool call costs tokens — descriptions injected upfront, arguments sent, results returned. At scale, this adds up fast. Here are the techniques that matter most for keeping token consumption under control.

Apr 4, 2026 13 min

MCP Model Context Protocol

What is MCP? How LLMs Use the Model Context Protocol

A technical deep dive into the Model Context Protocol — the open standard that lets LLMs discover and invoke tools. Learn the architecture, JSON-RPC transport, and the exact tool-call loop that powers AI agents.

Apr 4, 2026 12 min

Weekly governance insights for engineering leaders

Read the patterns behind governed AI delivery, then turn them into tracked workflows with Axiom Studio.

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