Let Skills Evolve Collectively with Agentic Evolver
The participatory democracy framework. A generator and multiple gems made with Ruby on Rails
First Principles Framework (FPF): AI-native pattern languages for systems engineering, research and management. Shared human-AI reasoning for architecture decisions, evidence, trade-offs and method engineering. FPF Core and domain frameworks (DPFs).
Go Vocal is a digital democracy platform that facilitates community participation and co-creation. Participants can post ideas, contribute to discussions, or choose to vote and prioritize community projects.
Ailin¹ is an open-source collective intelligence engine where tens of thousands of AI models collaborate through dozens of coordination strategies, applying structured diversity and independent reasoning to improve reliability, auditability, and resilience.
A deployable web platform for collaborative conversation, ideation & sense-making. Use it for free at
the 🔵 superintelligence
Official implementation of E(n)-equivariant Graph Neural Cellular Automata
Collective Knowledge crowd-tuning extension to let users crowdsource their experiments (using portable Collective Knowledge workflows) such as performance benchmarking, auto tuning and machine learning across diverse platforms with Linux, Windows, MacOS and Android provided by volunteers. Demo of DNN crowd-benchmarking and crowd-tuning:
Borg Internet Operating System - Just something I dreamed up. To try it out clone the client borgHUI. https://github.com/bitmonky/borgHUI
Real-time, collaborative knowledge graph platform for structured thinking, scientific discourse, and collective intelligence.
A distributed AI agent orchestration layer enabling transformation of Codex for macOS into collective intelligence networks. Features neural mesh networking, swarm intelligence algorithms (PSO/ACO/Flocking), Byzantine fault-tolerant consensus, Metal-accelerated computations, and autonomous agent collaboration.
A work of meta-recursive experiential fiction exploring the boundaries between truth, perception, consciousness, and reality.
A DIMensional REDuction library for reproducing and experimenting with Polis-like data pipelines.
MVP for ProjectLiminality's vision for a collective intelligence protocol
Challenge, Rethink, Ascend
CGW Repo: A comprehensive toolkit for helping in the creation and optimization of Custom GPTs (Generative Pre-trained Transformers) with openAi's builder, designed to guide users through the process of tailoring AI models for specific tasks. Features include step-by-step instructions, troubleshooting tips, and frameworks for evaluating GPT quality.
Core Python Programming and Designing Learning Algorithms from toby segaran's book for Building Smart Web Applications using machine learning Algorithms
Community list of awesome projects, apps, tools and more related to Polis.
A minimalist, discrete multi-agent predator-prey archytype environment.
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