Blog Posts
- Home /
- Blog Posts
Do LLMs Have Personalities? Or Even a Soul?
How Could LLMs Have Personalities? We know the personalities of our friends. But how to know an LLM’s personality, especially when they adapt their responses to match our input? (Perhaps Claude are somewhat sycophantic though.)
Read More
Why You Should Build AI Agents with Ollama First
The AI PoC Paradox: High Effort, Low ROI Building AI Proofs of Concept (PoCs) has become routine in many DX departments. With the rapid evolution of LLM models, more and more AI agents with new capabilities come every day. But Return on Investment (ROI) doesn’t change in the same way. Why is that?
Read More
Rethinking AI Agent Deployment: Start with Job Design, Not Just Technology
As companies accelerate their adoption of AI, many organizations are leveraging frameworks such as MCP (Model Control Platform) and A2A (Agent-to-Agent) from major LLM vendors. These tools support AI agent collaboration and contextual understanding, but are fundamentally LLM-centric rather than business-centric.
Read More
MCP: Standardizing How AI Interacts with the World—But Capability Negotiation Remains Unsolved
Even though MCP aims to be like a USB-C protocol, differences in knowledge and context windows between LLMs are fundamental barriers. Simply standardizing the exchange of function lists is not enough.
Read More