Armenian AI Company
We research and produce hybrid intelligence software for industries that shape lives. AI engineering and world modelling, fluent in both deterministic and stochastic.
Also via Gemini and Gopher. WCAG 2.2 AA.
Our work
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ARTERY — Crisis Simulation Software
From a plain-language description of a geopolitical shock, ARTERY forecasts how European freight, energy and dual-use trade reorganize — the new routes, the grey and dark channels, the cleared prices, and the enforcement that chases them. A hybrid of exact optimization and learned models.
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MeFirst — The Many Shapes of a Good Interruption
An interruption engine for voice agents. People overlap each other constantly, and most of the time it helps — a reaction on time, a supplied word, shared laughter. MeFirst reads a turn as it streams and decides, token by token, where a second voice can come in and how.
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Tune Search — Retrieval That Critiques Itself
A query goes in and the machinery answers in the open: hybrid retrieval over a vector space, a self-critique loop that re-searches when it is unsure, and a council of independent voices whose nominations a judge adjudicates. The search engine, opened up.
Research
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The Flat Space Problem: Planarization in Vector Retrieval
How we discovered that our embedding space had collapsed into something nearly one-dimensional — every query returning the same confident cluster — and the three things we did to fix it.
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Slow on Purpose: Private Audio Analytics Without Real-time
Analytics and privacy are not opposites. Fuse several deliberately-degraded, time-aligned signals — none of which identifies anyone — into the few numbers a venue actually needs.
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Compatibility of Worlds: Encoding Facts as Binary Vectors
An eight-year-old cognitive-science question about crossover fiction, traced through Leibniz, Carnap and Kripke, and revisited with binary vectors borrowed from hyperdimensional computing.
In the U.S. we are represented through Armageddon. If you're looking to produce games, go through AA! Relative Madness, they know us well. For all other stuff, please see Talk to Us.
Zine
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Code You’ve Never Read
Nearly every tool a programmer now takes for granted was once dismissed as a shortcut for people who couldn’t do the real thing. A short history of programmers distrusting the future, and being wrong about it in the same four ways every time.
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The Good Old Days Were the Bubble
Every warning that AI is gutting software engineering assumes the thing being gutted was sound. It was not. A defense of the engineers being laid off that refuses to pretend the world they are being laid off from was in good shape.
Anno Machinae '27
A field guide to the year in artificial intelligence. Twelve areas where laboratory results are within two years of becoming products — a scientific account and a practitioner's account for each. We participate as publishers and researchers.
Join us
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Old-school crazy-ass UXer
We are starting up a lab that will design for emotion, focusing on non-graphical interfaces: sound, text, and physical objects.
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Writer or Critic of 'Low' Genre Fiction
Perhaps it all began as fanfiction. Along the way you became genuinely skilled at pacing, voice, and the architecture of a series.
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Opinionated Engineer with Experience in Rust
We want engineers with strong opinions about what makes software good. Most of our projects use TypeScript or Python — so why Rust? It cultivates taste.