Johan Pouwelse
Johan Pouwelse
Related work: AI and economic impact https://thegradient.pub/the-economics-of-ai-today/ Quotes: The arrival of AI systems able to perform some of these tasks impacts on demand for labor, the share of income that...
2025 update, related work is describing our 2018 concept: "Darwin Godel Machine: Open-Ended Evolution of Self-Improving Agents", https://arxiv.org/abs/2505.22954 Our 2018 idea is to use crowdsourcing, thus using directed evolution. This...
### Passive Personalization: learn through consumption Its all about the effortless and frictionless experience. Interesting viewpoint of a two-sides market and [the removal of explicitly following people in TikTok](https://www.eugenewei.com/blog/2020/8/3/tiktok-and-the-sorting-hat). Our...
### Dempster-Shafer Classifier Current federated machine learning frameworks lack the general reasoning, attack-resilience, and _intelligence_ for the global brain. Epistemic AI might be the theoretical grounding we need for reasoning...
### Local-first AI is emerging The key underlying technology for the global brain. We are still far ahead as scientists, but Reddit is catching up. This will be big and...
### Towards a global brain for humanity Human knowledge is expanding at a rapid rate. Inspired by initiatives such as Linux, Wikipedia, and Bitcoin we present our Internet-deployed global brain...
Global Brain architecture is now taking shape in scientific publications! "[Worldwide Federated Training of Language Models](https://openreview.net/pdf?id=YMSLZUmQVV)". Updating an LLM continuously with new facts: [Continual Pre-Training Mitigates Forgetting in Language and...
The AI movement is growing into a global brain. Our cyberpunk principle of replacing old analog governments with digital democracy is also alive. Somebody wrote a book about it called...
Global brain is being build by our lab! # Component | Part of Global Brain | scientific publication of operational component ---|---|--- Trust | TrustZero -- open, verifiable and scalable...
### Deployed Fundamentals for Superintelligent agents {brainstorming} Superintelligent agents are a new hypothetical category of information consumers, they differ from both humans and computers. We explore the _information consumption_ principles...