BIT-0002: Proof of Weights

[HudsonGraeme]

This proposal introduces Proof of Weights, a real-time cryptographic solution for Bittensor's ecosystem. It ensures subnet owners' incentivization mechanisms are faithfully executed by validators, safeguarding intended behavior and reward distribution. By leveraging scalable, configurable zero-knowledge proofs, Proof of Weights maintains network bandwidth while rewarding honest validators for their genuine contributions, providing subnet operators with enhanced tools to direct validator behavior. Additionally, Proof of Weights benefits miners by ensuring that feedback on their performance remains immediate and uninterrupted. This allows miners to maintain the current level of insight into their real-time performance, facilitating faster adjustments and sustaining high operational and network efficiency.

[camfairchild]

@HudsonGraeme Can't access the repo: https://github.com/inference-labs-inc/pow-simulations

[HudsonGraeme]

@HudsonGraeme Can't access the repo: inference-labs-inc/pow-simulations

Thanks for catching that, that repo was made public just now! Expect more commits there for the simulation codebase as well. All experiments are within the static/weight_copy directory as it's a fork of https://github.com/opentensor/developer-docs