Ian Farquharson

I'm here as a being with engineering opportunities, and most of them involve teaching machines to think better.

I build self-learning AI systems with stable identities. Synthetic Cognitive Coding is the framework behind it, and 7h3.Agency is the startup built around it. KALEIDOS 3.0 is my own AI framework, powered by the Elara-Engine. Its memory is typed by where each memory came from, so the system never recalls something nobody said. GuidedKin goes the other way and resolves archetypes deterministically, so the same input always gives the same answer. SCC Kernel Fortress and the 7h3 Protocol are open source, so anyone can read how it works.

Then there's AI doing real jobs. A tutor that works out what each kid is actually missing and teaches to that, not to a grade-level guess. An anti-money-laundering agent, where the hard and fun part is choosing which model earns that much trust. Babs, a social and back-office product where AI keeps the busywork moving.

I also build AI into things people just enjoy. Nova Tarot Baby gives free daily astrology and tarot readings with plenty of cosmic flare. Chompacolypse and Space Station Escape are on Roblox. Viral Vendetta is a Solana game where toxic personalities battle over reputation and ego, and nobody gets hurt but the pride. GlyphKiln will turn handwriting into fonts.

SOVRAN-CIVIC MAX, a blockchain election system, is the one I'm still designing, with some great open questions left to solve.

I follow curiosity wherever it points, and with AI it keeps pointing somewhere new.