My Complete Manifesto

The Omni-Cognitive Ecosystem: A Technical Manifesto for Post-Capitalist AI

10 papers outlining a fractal architecture that unifies multimodal reasoning, adaptive cognition, and recursive agent societies into a single cognitive stack. From reasoning atoms to civilizations of mind.

The Papers

Paper Topic PDF

1 UCA Unified Cognitive Architecture - giving AI multiple reasoning modes pdf 2 The Cluster Recursive Multi-Agent Societies with latent communication pdf 3 UCA-Cluster The full stack from neuron to civilization pdf 4 The Omni-Diffuser One weight space for text, image, video, and vision pdf 5 Latent Field Theory Mathematical foundations of unified multimodal representation pdf 6 Omni-Directional Diffusion Parallel denoising across modalities pdf 7 Multi-Token Prediction Foresight mechanisms in diffusion models pdf 8 Omni-Diffuser x UCA-Cluster Integrating the multimodal brain with agent societies pdf 9 The Omni-Cognitive Ecosystem Capstone: from atoms to civilizations pdf 10 The Complete Stack A technical manifesto for post-capitalist AI pdf

Key Innovations

Unified Cognitive Architecture (UCA): 6 reasoning paradigms in one adaptive pipeline Recursive Agent Societies: 4-20+ specialist agents with spawn/dissolve dynamics Omni-Diffuser: Single-weight multimodal architecture (text + image + video + vision) Latent Field Theory: Mathematical foundations for cross-modal diffusion Multi-Token Prediction: Foresight through parallel denoising steps Cognitive Continuum Hypothesis: Intelligence as emergent property of organization across scales

Author

zayne (MC7ever) - your local neurodivergent doomer transfem pup

License

CC-BY-SA 4.0 - because the revolution will be open-source.

Links

GitHub M-A-N-I-F-E-S-T-O Author