LLMON: An LLM-Native Markup Language, now in Granite 4.1 3B and 8B
Back to Articles a]:hidden"> LLMON: An LLM-Native Markup Language, now in Granite 4. 1 3B and 8B Enterprise Article Published November 12, 2026 Upvote 6…
Summary
Back to Articles a]:hidden"> LLMON: An LLM-Native Markup Language, now in Granite 4. 1 3B and 8B Enterprise Article Published November 12, 2026 Upvote 6 Abraham Daniels abedaniels Follow ibm-granite Basel Shbita basels Follow ibm-granite Chad DeLuca delucac Follow ibm-granite Dan Gutfreund Gutfreund Follow ibm-granite Michael Hind mikehind Follow ibm-granite Shub A shubs90 Follow ibm-granite:last-child]:mb-0"> LLMs rely on their context to generate the next set of tokens. Over a long trajectory, the context fills with numerous types of components: a system prompt, past conversation turns, instructions that act on retrieved documents, tool responses or user data, requirements constraining the allowed output, and reasoning chains. The context carries a rich structure, most of which is either implicit to the model or encoded in formats such as JSON that were not designed to be digested by LLMs.
Positives
- The report adds a new data point to the technology market.
- The development may create new product, research, or competitive opportunities.
Risks & concerns
- This is one of the main reasons LLMs, particularly those on the smaller end of the scale, are brittle and sometimes fail in unexpected ways.
- The lack of explicit structure can also be exploited by attackers, for example, in the form of prompt injections.