Key Concepts
Gensyn solves the infinite-chain problem to overcome the problem of verifying compute work. Doing so creates a solution that achieves a >1,350% higher efficiency than existing replication methods.
This is achieved by interlocking the following key concepts into a robust solution:
Gensyn uses metadata (resulting from gradient-based optimization processes) to create certificates of the work performed. These certificates can then be verified cost-efficiently and quickly by replicating certain stages of computation.
The Gensyn network utilizes a graph-based pinpoint protocol providing multi-granular graphs and cross-evaluator consistent execution. This allows Gensyn to re-run and compare verification work, enabling the final confirmation by the blockchain itself.
Staking and slashing mechanisms are used by Gensyn to enrich the protocol with an incentive game designed to ensure that participants behave honestly and to punish malicious behaviors.
Let's take a look at the network participants next.