Trilogy AI Center of Excellence

Driving AI innovation and practical application across Trilogy's portfolio. Explore our research, publications, and resources.

Featured Research

Highlights from our ongoing and completed research initiatives.

Generating Engaging Visuals for Education

Education

Presents a pipeline for generating adaptive educational visuals using LLM-driven multimodal models to enhance learning retention.

Multi-Agent System Coordination

Agent Systems

Explore open protocols for AI interoperability (A2A, MCP, OVON) to enable seamless collaboration across agents.

Reference-Free LLM Evaluation with G-Eval

Evaluation

Explore G-Eval metrics for reference-free evaluation using LLMs as evaluators. Examine challenges of reliability and objectivity.

Latest Publications

Stay updated with our newest findings, analyses, and insights.

The 7B vs 34B Reality: When DSPy Can't Save You

Evaluation | 2025-10-07

We built the perfect DSPy pipeline. It had validation, auto-correction, infinite loop detection. Yet, the smaller Falcon model still was unprepared to stand on its own.

DSPy Unleashed: We Built a Self-Improving System That Teaches Anything to Anyone

Education | 2025-10-03

How we're using DSPy to create an autonomous education engine that gets smarter with every question it generates

Scientific Discourse for Builders

Education | 2025-09-19

How to read, question, and apply AI papers