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An idiot admires complexity, a genius admires simplicity - Terry Davis
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An idiot admires complexity, a genius admires simplicity - Terry Davis

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JoaoAJMatos/README.md

⚡ João Matos

Full Stack Developer | Psychohistory Enthusiast | Decentralized Governance

I get shit done.


🎯 Current Focus

  • Ze: an extensible ecosystem for single user personal assistants
  • Oz: workspace conventions and best practices for the world of agentic development
  • AI Engineering

📊 Development Activity

Core Stats Top Languages

Profile Views


🔬 Philosophical Foundations

Inspired by Isaac Asimov's Foundation Series and the concept of psychohistory - the idea that while individual behavior is unpredictable, the actions of large populations follow statistical laws that can be mathematically modeled.

Core Insight: Rather than attempting deterministic prediction, we can build systems that:

  • Identify critical pressure points where small interventions have large effects
  • Model probable futures based on current social, economic, and political dynamics
  • Enable strategic navigation through complex trade-offs and unintended consequences
  • Preserve human agency while providing collective intelligence for decision-making

The Vision: Governance systems informed by data and probability, but ultimately guided by human wisdom and values. Technology as a tool for democratic enhancement, not replacement.

"Violence is the last refuge of the incompetent." - Isaac Asimov


"The goal is not to predict the future, but to enable it to unfold with wisdom."

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  1. ze ze Public

    A companion I am building for my own life: a living model of me (who I am, my people and projects, what is open or slipping) that outlives every model swap. The language model is rented; the contin…

    Python 2

  2. laya-sparse laya-sparse Public

    Forked from NandhaKishorM/laya

    Scaling Laya's encoder models beyond 2K tokens with sparse attention. Pluggable attention variants, benchmarked against decoder scorers.

    Python

  3. riskos riskos Public

    A portfolio risk operating system that detects when exposure to hidden risk factors silently drifts above safe thresholds -- even when no market event has triggered an alert.

    Go

  4. ProtoIP ProtoIP Public

    Network protocol definitions and boilerplate codebase for introducing students to Network Programming.

    C# 17

  5. WabiSaby/wabisaby-devkit WabiSaby/wabisaby-devkit Public

    Development Kit for WabiSaby Core Developers

    TypeScript

  6. skynet skynet Public archive

    Educational Blockchain implementation in C++

    C++ 3 1