AGI
- AGI model data consists of 4 components (model code, model parameters, training data = validation data), with each part iterating independently. Except for the model code, the other components have enormous data volumes, so they need to be stored in shards.
- Each data component (model parameters, training data, validation data) is processed through error correction codes and split into k shares, distributed redundantly across n relays. Probabilistically, users only need to randomly find m relays from all n relays to fully reconstruct the complete data. (n>m>k)
- For users' private AGI models, they are first encrypted, then processed through error correction codes and split into k shares, distributed redundantly across n relays.
- Data is primarily divided into two categories: Foundation models shared by all humanity and private Domain-specific models (DSM).
- Foundation models (massive) are stored in shards across all relays in the network
- DSMs (smaller) are stored either in shards or without sharding in a subset of relays
- Private domain-specific models are smaller because they specify a particular version/current version of the Foundation model as master, then the private model acts as its fork, storing only the delta between the private model and Foundation model as $\Delta = dsm-fm$, resulting in a compressible (low-rank) matrix. [1]
Nostr
- Nostr has two components: clients and relays. Each user runs a client, and anyone can run a relay.
- Each user is identified by a public key, every piece of data has a signature, and each client verifies these signatures.
- At startup, the client connects to all m relays it knows about.
- Clients fetch their subscribed data (Foundation model and/or domain-specific model) from m relays they choose and trust.
- They publish their private DSM data, fine-tuned from the Foundation model data, to other relays of their choice.
- Relays do not communicate with other relays, only directly with users.
Nostr as AGI GIT
Decentralized Storage of AGI Models
Competition models are not put on-chain, only championship models from each round are "on-chain".
Incentive Mechanism
Visual Display