https://oshan.dev This is my portfolio RSS feed https://oshan.dev/blog/designing-semantic-negotiation-for-heterogeneous-agents Why STRATON-LLM treats ontology mismatch as a negotiation problem rather than a simple alignment problem, and how the end-to-end system is structured. Sun, 05 Apr 2026 00:00:00 GMT https://oshan.dev/blog/why-ontology-alignment-alone-is-not-enough Ontology alignment helps agents find candidate correspondences, but real interoperability needs context, confidence handling, negotiation, and post-dialogue evaluation. Sat, 04 Apr 2026 00:00:00 GMT https://oshan.dev/blog/how-protocol-governed-dialogue-makes-llm-negotiation-inspectable The protocol engine is the control spine of STRATON-LLM. It turns negotiation from a free-form exchange into a replayable, rule-bound process. Fri, 03 Apr 2026 00:00:00 GMT https://oshan.dev/blog/evaluating-agent-agreements-with-dialogue-aware-trust-heuristics STRATON-LLM evaluates the quality of an agreement by scoring the dialogue that produced it, not just the final answer. Thu, 02 Apr 2026 00:00:00 GMT