Unifying Large Language Models and Knowledge Graphs: A Roadmap

Commercial Realization

Startups and Open Source tools heavily associated with the concepts explored in this paper.

• GitHub
  FreedomIntelligence/OpenClaw-Medical-Skills
  The largest open-source medical AI skills library for OpenClaw🦞.
• Product Hunt
  Ollang DX
  The AI Language Execution Layer for Enterprise
• Product Hunt
  Tiny Aya
  Local, open-weight AI designed for real-world languages

Associated Media Narrative

• Apple: Embarrassingly Simple Self-Distillation Improves Code Generation
  Arxiv.org • Apr 4, 2026
• LFM2.5-350M: No Size Left Behind | Liquid AI
  Liquid.ai • Apr 4, 2026
• You can just build your own programming language
  R-bloggers.com • Apr 3, 2026