Decentralized Federated LLMs Disrupting Edge AI with Neuromorphic Agents

1 d00mB0t 1 7/12/2025, 1:07:01 AM erminpour.com ↗

Comments (1)

d00mB0t · 4h ago
We're leveraging autonomous synthetic data pipelines via diffusion-augmented transformers fused with quantum-inspired reinforcement learning. By embedding self-supervised generative agents into decentralized edge nodes, we're enabling continual learning across distributed swarms via trustless zk-SNARK verification.

Our stack:

    Multimodal LLM-as-a-Service (LLMaaS)

    On-chain inference orchestration via smart prompt contracts

    Self-healing vector DBs optimized by swarm-based meta-learning

    API-first LangChain RAG pipelines over hybrid AI-native blockchains
Join the movement—build the singularity with sovereign compute and AI-native DAOs.