Perhap the highest priority for humanity is to build an open source, decentralized, privacy protecting, and fact checking global platform that can merge the knowledge and sentiment expressed in public conversations with billions of people around the world. This github project is for a demonstration of concept of this collective human and digital intelligence.
Components could include a website at the front end, a language model in the middle, and a vector and graph database such as Neo4j in the back end. A fusion of the Neo4j LLM Knowledge Graph Builder, the Zep Graphiti knowledge graph engine, and the Mem0 memory for conversations could serve as a starting point for a demonstration of concept.
- The language model would extract knowledge and sentiment from selected parts of public conversations to merge into a shared vector and graph representation.
- The platform, with humans in the loop, would continuously fact check statements merged into the shared graph.
- The platform would report which issues are discussed by the most people, the sentiment expressed on proposed solutions, and show how this sentiment changes over time.
- The platform would classify, from the local to the global level, the jurisdictions to which the issues relate.
After the demonstration of concept, the platform could be scaled to merge the knowledge and sentiment expressed in millions of simultaneous conversations with people around the world, becoming a form of collective terrestrial intelligence, CTI. The prompt.txt file in this project is a draft set of instructions to a language model for constructing a knowledge graph of people, claims, evidence, proposals, and sentiment about proposals.
A commission of $10,000 can be paid to help materialize this concept.
John Kintree, jkintree@gmail.com
- The Your Priorities platform for participatory democracy is being used for an Online COP 30 community to prepare for a global referendum on a worldwide carbon tax, https://ypus.org/community/381
- People Powered has a ranked list of existing platforms for participatory democracy, https://www.peoplepowered.org/digital-participation
- Your Priorities is the top rated platform in the People Powered list, https://citizens.is/
- Zep Graphiti KG of conversations, https://github.com/getzep/graphiti
- Mem0 might be more computationally efficient than Zep Graphiti for storing and retrieving memories from conversations, https://mem0.ai/ and https://github.com/mem0ai/mem0
- Neo4j LLM Knowledge Graph Builder, https://github.com/neo4j-labs/llm-graph-builder
- Neo4j LLM Knowledge Graph Builder demo, 4 minutes, https://www.youtube.com/watch?v=LlNy5VmV290&t=188s
- Audrey Tang, 37 minutes video on The Power of Collective Intelligence, https://youtu.be/2OGKzOWplyQ?si=aeJV7ql3JQZKCNoA
- Knowledge Graph of Thought paper, https://arxiv.org/abs/2504.02670
- Project Alexandria, to construct a graph of facts extracted from scientific papers, https://arxiv.org/abs/2502.19413
- Be The World Congress, video less than 2 minutes, such extreme optimism, it's funny, https://youtube.com/watch?v=ecU0BWzmDa0&feature=share
- Talking About A World Constitution, video 3 minutes, a work of art, https://youtu.be/xzICL4v8SOw?si=ss_8YaIogt0sNgei
- Interview on collective intelligence, 34 minutes, https://youtube.com/watch?v=0tCFtsfMFqA&feature=shared
- Third Millennium Thinking, by Saul Perlmutter, John Campbell, and Robert MacCoun, published by Little, Brown Spark, 2024.