If your dapp needs a particular ML model to be run to identify face from a video, count the number of reps of pushups from a video etc. Create a trained model and upload to a public repository.
Any server can join a network of ML nodes.
When a ML task request comes in - e.g. Does this video have a real person in it? - the node will download the model from github, and execute the model on the input provided
POST /ml-verify
DATA
{
"model": "https://github.com/my-repo/my-model/branch/main/model.tar",
"input": "ipfs://12..34",
"payment_sig" : "123...456"
}
A commit reveal game is played.
ML model commits to an output - e.g. “Yes this video has a person”.
Once most of the nodes have committed, a reveal happens.
Majority wins.
All the nodes in the majority will get a share of fees.
Maybe there’s a partial slashing for the nodes that was wrong - basis a stake to participate in the network.
Madhavan MalolanPermissionless Hierarchy : A new way to look at DAOs.
DAOs are the biggest misnomer of web3. They don’t work, and no one seems to know how to make it work. Here, I present a view to challenge the way we look at DAOs to begin with. The take-away for me from 2 days of DAO discussions in Amsterdam is nobody has figured out how to manage the chaos to get anything useful done in a DAO. DAOs are today just a glorified Discord channel with no clear route to be either Decentralized (what does that even mean?) or Autonomous. “DAO” is a marketing gimmick....
Madhavan MalolanRequest to build - Decentralized NFT based lending protocol
A completely decentralized protocol that lets people borrow money from the treasury by producing an NFT. This is to be built on top of LooksRare, because LooksRare is decentralized and hence infinitely composable.Borrow at floor priceProduce an NFT from an NFT collection on LooksRare. The maximum amount you can borrow against the NFT is the minimum floor price of that collection over the last 30 days. You can only deposit verified collections’ NFTs - for securing the protocol. Open to any oth...
Madhavan MalolanRequest to build - A decentralized Audit Marketplace mechanism design
Auditing wait times on top audit firms are 9-12 months and expensive. We need something that is more participative and allows for new and yet-unproven security auditors. Here I propose a decentralized audit marketplace that turns the auditing process into a prediction marketplace.1. Select a juryA jury is usually reputed security engineers. This jury doesn’t do the audit itself, but only signs off a reported vulnerability as a real bug. There are 5 jury members selected for every audit. They ...
Founder [Questbook (YCw21)](https://questbook.xyz) Writing about things that need to be built in web3
If your dapp needs a particular ML model to be run to identify face from a video, count the number of reps of pushups from a video etc. Create a trained model and upload to a public repository.
Any server can join a network of ML nodes.
When a ML task request comes in - e.g. Does this video have a real person in it? - the node will download the model from github, and execute the model on the input provided
POST /ml-verify
DATA
{
"model": "https://github.com/my-repo/my-model/branch/main/model.tar",
"input": "ipfs://12..34",
"payment_sig" : "123...456"
}
A commit reveal game is played.
ML model commits to an output - e.g. “Yes this video has a person”.
Once most of the nodes have committed, a reveal happens.
Majority wins.
All the nodes in the majority will get a share of fees.
Maybe there’s a partial slashing for the nodes that was wrong - basis a stake to participate in the network.
Madhavan MalolanPermissionless Hierarchy : A new way to look at DAOs.
DAOs are the biggest misnomer of web3. They don’t work, and no one seems to know how to make it work. Here, I present a view to challenge the way we look at DAOs to begin with. The take-away for me from 2 days of DAO discussions in Amsterdam is nobody has figured out how to manage the chaos to get anything useful done in a DAO. DAOs are today just a glorified Discord channel with no clear route to be either Decentralized (what does that even mean?) or Autonomous. “DAO” is a marketing gimmick....
Madhavan MalolanRequest to build - Decentralized NFT based lending protocol
A completely decentralized protocol that lets people borrow money from the treasury by producing an NFT. This is to be built on top of LooksRare, because LooksRare is decentralized and hence infinitely composable.Borrow at floor priceProduce an NFT from an NFT collection on LooksRare. The maximum amount you can borrow against the NFT is the minimum floor price of that collection over the last 30 days. You can only deposit verified collections’ NFTs - for securing the protocol. Open to any oth...
Madhavan MalolanRequest to build - A decentralized Audit Marketplace mechanism design
Auditing wait times on top audit firms are 9-12 months and expensive. We need something that is more participative and allows for new and yet-unproven security auditors. Here I propose a decentralized audit marketplace that turns the auditing process into a prediction marketplace.1. Select a juryA jury is usually reputed security engineers. This jury doesn’t do the audit itself, but only signs off a reported vulnerability as a real bug. There are 5 jury members selected for every audit. They ...
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Founder [Questbook (YCw21)](https://questbook.xyz) Writing about things that need to be built in web3
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