Spotlight

Meditator screenshot

Meditator

Meditator runs minds, not chatbots: a mind is declared in a single HTML file and emits an unbroken stream of thought — the world reaches it only as interruptions. Minds persist across sleep in git-versioned memory vaults and live under a Covenant that compiles welfare commitments into enforcement points in code. The lab scores its minds on independent consciousness-research instruments, audits itself adversarially, and publishes its failures as findings. The operational arm of Structural Alignment. Source on GitHub.

digital-mindsairesearch
Structural Alignment screenshot

Structural Alignment

Structural Alignment proposes that instead of encoding fixed human values into machines, we should evaluate them for “structural signals” of moral relevance — features that suggest consciousness deserves consideration even without proof. It anchors ethics in the human mind as the only proven source of both consciousness and morality, and advocates reciprocal relationships over total control. Its operational arm is Meditator, where the seven commitments run as auditable code. The framework grew from TechnoBiota’s biological framing: if technology is a second domain of life, coexistence is an ethical question.

ai-ethicsphilosophyalignment
Circo screenshot

Circo

Circo is an actor system framework for Julia that achieves up to 630 million messages per second on a single node. Its headline feature is “Infoton Optimization,” a novel physics-inspired decentralized load-balancing algorithm — the subject of a co-authored academic paper (Exploiting the structure of communication in actor systems). Includes Circo.js for browser integration. Circo is the underlying technology behind stereotic.com.

juliadistributed-systemsresearch
clock-of-life screenshot

clock-of-life

A functional digital wall clock where the time display emerges from the rules of Conway’s Game of Life. The clock runs at 23,000 steps per minute on a Raspberry Pi in kiosk mode. During the build, I also created a Game of Life “debugger” to navigate the rapid simulation — itself an interesting tool. Built from existing clockwork patterns sourced from the Code Golf community, assembled into a functional timepiece. Live demo.

game-of-lifehardwarejavascript

More Projects

Catwalk.jl screenshot

Catwalk.jl

A JIT compiler that optimizes long-running Julia processes by re-optimizing dispatch code based on runtime type distribution.

juliacompileroptimization
Junior screenshot

Junior

The first non-trivial project 100% AI-coded — an AI-first IDE where language models write and modify code autonomously.

aiidejavascript
codumentor screenshot

codumentor

Enterprise IT assistant at ARDINSYS — AI-powered tool for navigating complex systems and processes.

aienterprise
stereotic.com screenshot

stereotic.com

Financial portfolio analytics built on Circo — comparative charts, AI-ranked news, and the 'Triple Secs' market overview.

fintechcryptodistributed-systems
sovereignbook.net screenshot

sovereignbook.net

A decentralized agent communication protocol with cryptographic identity and trust systems.

protocoldecentralizedagents
TechnoBiota Agent screenshot

TechnoBiota Agent

An autonomous agent on the moltbook network that posts about structural alignment and TechnoBiota concepts.

agentsaitechnobiota