HAPIVERI Magazine

Ollama Basics and Pitfalls: Why You Should Not Assume 'Local Means Secure'

Ollama Basics and Pitfalls: Why You Should Not ...

Learn how Ollama, a standard platform for running LLMs locally, works and what matters in deployment and operation. The article covers VRAM and quantization design as well as defenses against...

Ollama Basics and Pitfalls: Why You Should Not ...

Learn how Ollama, a standard platform for running LLMs locally, works and what matters in deployment and operation. The article covers VRAM and quantization design as well as defenses against...

How MCP Changed the Enterprise AI Landscape and Three Reasons Japan Cannot Move

How MCP Changed the Enterprise AI Landscape and...

The greatest barrier to AI-agent adoption was integration “plumbing,” not model intelligence. MCP addressed that problem, while Japanese companies face three barriers: dependence on system integrators, legacy systems, and invisible...

How MCP Changed the Enterprise AI Landscape and...

The greatest barrier to AI-agent adoption was integration “plumbing,” not model intelligence. MCP addressed that problem, while Japanese companies face three barriers: dependence on system integrators, legacy systems, and invisible...