https://example.org/tags/llm/Recent content in LLM on Arsh ChawlaHugo -- gohugo.ioenarshsecondary@gmail.com (Arsh Chawla)arshsecondary@gmail.com (Arsh Chawla)© 2026 Arsh ChawlaWed, 10 Jun 2026 10:00:00 +1000https://example.org/blog/openmyst/Wed, 10 Jun 2026 10:00:00 +1000arshsecondary@gmail.com (Arsh Chawla)https://example.org/blog/openmyst/A research collaborator that physically cannot invent a citation. Every claim it writes is anchored to a verbatim line in a source you gave it—and if there’s no anchor on disk, the claim doesn’t get written. Shipped as an MCP connector and a full multi-agent app, given away because it solves a real pain point.https://example.org/blog/zelusbench/Fri, 17 Apr 2026 12:30:00 +1000arshsecondary@gmail.com (Arsh Chawla)https://example.org/blog/zelusbench/For the Google DeepMind AGI hackathon I took on the attention pathway—a genuinely hard thing to measure. My answer was to make relevance a mathematical fact instead of a judgement call: ZelusBench grounds attention tasks in 3D geometry, and the results reveal distinct cognitive profiles across frontier models.https://example.org/projects/riddleforge/Wed, 29 Jan 2025 16:51:23 +1100arshsecondary@gmail.com (Arsh Chawla)https://example.org/projects/riddleforge/Ever since I was young, I’ve always loved solving riddles. But for me, the real magic of a riddle wasn’t just in reading a question and reasoning out an answer, it was in the interaction. This led me to developing RiddleForge, an LLM-engine based riddle game!