FAQ
Is AOS an AI network?
Yes.
AOS is the AI verifiable network.
Will all codes of AOS be open-sourced?
Yes.
What is the role of Clock in the AOS network?
The logical clock is able to determine the order and causality of the transaction sequence. Logical clock can solve the time-sequence relationship of network verification under ai chain, and can better express the ordering and coordination of causal network compared with physical clock.
How to use AOS network?
AOS networks provide AI networks with the ability to verify the consistency and similarity of the results of causal reasoning. At the same time, AOS network can support the inference performance of the running model machine and the problem of whether it is evil according to the quality and time of the model output.
How does AOS check for fraud?
The Operator of the AOS network verifies that the node runs in the TEE, ensuring the security of the offchian inference result. AOS determines whether a node is evil based on similarity and consistency. For example, in similarity, we judge whether the inference result meets the expectation by checking the similarity coefficient of two results. We use the sbert framework to process, the result interval is (-1,1), only the result value more than 0.7 is acceptable value. Anything below him will be slash. In consistency, we use the OPML scheme to compare whether the results of two inference tasks are consistent with the vector output. If they are inconsistent, it means that the node may have fraud.
How to stake ETH to AOS network?
AOS's pledge module is integrated in Eigenlayer, and users' assets are also pledged to verification nodes through Eigenlayer to earn liquidity income. For normal Staker, you need to have a wallet that supports the Ethereum network, and prepare enough gas and ETH to complete the pledge. For the Operator, the Dispatcher must register the ETH before pledging the ETH.
How to use POCS in third peoject party?
POCS is a technical solution of AOS network. By combining different modules, POCS can show different capabilities. Its core idea is to use limited resources to solve the need for a large number of reasoning and checking calculations in AI network. POCS is a cheaper and more efficient solution.
What advantages does AOS provide to AI networks?
AOS can help AI networks provide better verification and reasoning capabilities, and save the resources of AI network verification computing. Suitable for cloud-hosted authentication computing scenarios.
Why does AOS test inference results for similarity
In AI inference, temperature is used to describe the randomness of the sample rate for inference words. In general, the temperature is a range of 0 to 1, the lower the temperature, the more the output result is the same. In AI inference, the two output results may not be the same when the temperature is not 0, but we cannot say that he is the wrong result. Therefore, whether the statements describing the two inference results are similar helps to better detect malicious nodes.
Can I verify AOS inference results on on-chain contracts
AOS uses VRF as the proof of sampling, and the sampling can be verified. The probability range of the sample is stored on the chain if an Operator node commits an evil behavior. Anyone can challenge the Operator and Slash the ETH pledged by the malicious node
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