Kannan Murugapandian

Researcher, Builder & 12th-grade student based in Singapore

My research spans LLM Architecture, Inference Economics, AI-(Law & EdTech) Intersection and Tech & Climate Policy.

Email: kannan [dot] mp [at] proton [dot] me

Links to CV (as of September 2026); Google Scholar; Mastodon; LinkedIN.

Recent focus:

• Statutory Myopia: Mapping where legislation lags behind innovation.
• CSCN: Drafting early theoretical frameworks.
• AI in EdTech: Prototyping transparent, economically viable architectures.
• Earth Status: Previously co-led (now archived).

This site documents my research, technical projects, and the ideas that shape my thinking.

Latest post covering my suggestions on what should be taught to students with regards to AI.

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I am also currently teaching Competitive Cybersecurity 101

See what complex, cross-disciplinary edge-cases I am currently trying to solve on my Open Questions page.

I have a wide range of interests, all of which I may not necessarily document in blog posts, but you could get an idea of my interests from the miscellanious page.

Explore by Topic

• Artificial Intelligence in Law – Research on LLM failure modes, "Statutory Myopia," and multi-agent legal reasoning systems.
• EdTech & Democratized Learning – Building transparent, governance-compliant AI tutoring architectures.
• AI Systems Research – Research on LLM Cache Networks, AI Systems.
• Cybersecurity & Informatics – Cryptography, digital forensics, and competitive algorithmic problem-solving.
• Climate & Sustainability – Data-driven modeling for hybrid renewable energy solutions.

Copyright & Licensing Policy: kannan.bearblog.dev/copyright-licensing

Disclaimer: kannan.bearblog.dev/disclaimer