Add EIP: Zero-Knowledge AI-Generated Content Token #7007

xhyumiracle · 2023-05-10T10:57:53Z

No description provided.

eth-bot · 2023-05-10T10:58:22Z

✅ All reviewers have approved.

github-actions · 2023-05-10T14:13:28Z

The commit 0b311f1 (as a parent of 228e334) contains errors.
Please inspect the Run Summary for details.

socathie · 2023-05-28T19:38:44Z

@axic @Pandapip1 @SamWilsn @xinbenlv Sorry for tagging. We are just wondering if this issue has been mislabeled as a-review instead of e-review and whether this has delayed the review process? Thanks.

SamWilsn · 2023-05-30T15:40:27Z

EIPS/eip-7007.md

+eip: 7007
+title: zkML AIGC-NFTs
+description: An ERC-721 extension interface for zkML based AIGC-NFTs.
+author: Cathie So (@socathie), Xiaohang Yu <xhyumiracle@hyperoracle.io>, Huaizhe Xu (@HuaizheXu), Kartin <kartin@hyperoracle.io>


You'll want to add your GitHub username as an author or else you won't be able to edit the proposal without getting approvals from the other authors.

EIPS/eip-7007.md

SamWilsn · 2023-05-30T15:42:17Z

EIPS/eip-7007.md

+
+The zkML AIGC-NFTs standard includes the following interfaces: 
+
+ERC-7007: Defines a mint event and a mint function for minting AIGC-NFTs. It also includes a verify function to check the validity of a combination of prompt and proof using zkML techniques.


I'm assuming the bot made you put a dash here? If you use backticks to indicate inline code, the bot won't complain:

Suggested change

ERC-7007: Defines a mint event and a mint function for minting AIGC-NFTs. It also includes a verify function to check the validity of a combination of prompt and proof using zkML techniques.

`IERC7007`: Defines a mint event and a mint function for minting AIGC-NFTs. It also includes a verify function to check the validity of a combination of prompt and proof using zkML techniques.

SamWilsn · 2023-05-30T15:43:39Z

EIPS/eip-7007.md

+The zkML AIGC-NFTs standard aims to extend the existing [ERC-721](./eip-721.md) token standard to accommodate the unique requirements of AI Generated Content NFTs representing models in a collection. This standard provides interfaces to use zkML to verify whether or not the AIGC data for an NFT is generated from a certain ML model with certain input (prompt). The proposed interfaces allow for additional functionality related to minting, verifying, and enumerating AIGC-NFTs. Additionally, the metadata schema provides a structured format for storing information related to AIGC-NFTs, such as the prompt used to generate the content and the proof of ownership.
+
+With this standard, model owners can publish their trained model and its ZKP verifier to Ethereum. Any user can claim an input (prompt) and publish the inference task, any node that maintains the model and the proving circuit can perform the inference and proving, then submit the output of inference and the ZK proof for the inference trace into the verifier that is deployed by the model owner. The user that initiates the inference task will own the output for the inference of that model and input (prompt).


Both of these paragraphs seem more like they belong in the motivation section. The rationale section should explain individual technical decisions made within the EIP itself, while the motivation section should justify the EIP as a whole.

EIPS/eip-7007.md

xinbenlv · 2023-06-01T03:17:04Z

I personally think this EIP snapshot is sufficient for moving to draft. Please update based on @SamWilsn 's editorial suggestion. (For technical peer review feel free to address it in etheruem-magician.org, those peer review comments doesn't block merging into EIP repo.)

socathie · 2023-06-07T09:27:35Z

@SamWilsn @xinbenlv We have made some changes. Please review. For the Motivation/Rationale - can we make the changes after merging with an edit PR? It seems to us that based on discussions on ethereum-magician as well as some internal discussions. There might be quite some changes in functionality and hence would drastically change the wording in the Rationale section as well. We would like to do the functional changes first before editing the wording.

SamWilsn

For the Motivation/Rationale - can we make the changes after merging with an edit PR? [...] There might be quite some changes in functionality and hence would drastically change the wording in the Rationale section as well. We would like to do the functional changes first before editing the wording.

@socathie You can just throw the offending paragraphs into the correct sections and then we can merge the draft. Can fix the specific wording and make any technical changes after that.

SamWilsn · 2023-06-08T18:53:14Z

EIPS/eip-7007.md

@@ -0,0 +1,160 @@
+---
+eip: 7007
+title: zkML AIGC-NFTs


This title is still a bit too much alphabet soup. How about:

Suggested change

title: zkML AIGC-NFTs

title: Zero-Knowledge AI Generated Content Token

SamWilsn · 2023-06-08T18:53:47Z

EIPS/eip-7007.md

+
+## Abstract
+
+The Zero-Knowledge Machine Lerning (zkML) AI Generated Content (AIGC) non-fungible token (NFT) standard is an extension of the [ERC-721](./eip-721.md) token standard for AIGC. It proposes a set of interfaces for basic interactions and enumerable interactions for AIGC-NFTs. The standard includes a new mint event and a JSON schema for AIGC-NFT metadata. Additionally, it incorporates zkML capabilities to enable verification of AIGC-NFT ownership. In this standard, the `tokenId` is indexed by the `prompt`.


Suggested change

The Zero-Knowledge Machine Lerning (zkML) AI Generated Content (AIGC) non-fungible token (NFT) standard is an extension of the [ERC-721](./eip-721.md) token standard for AIGC. It proposes a set of interfaces for basic interactions and enumerable interactions for AIGC-NFTs. The standard includes a new mint event and a JSON schema for AIGC-NFT metadata. Additionally, it incorporates zkML capabilities to enable verification of AIGC-NFT ownership. In this standard, the `tokenId` is indexed by the `prompt`.

The Zero-Knowledge Machine Learning (zkML) AI Generated Content (AIGC) non-fungible token (NFT) standard is an extension of the [ERC-721](./eip-721.md) token standard for AIGC. It proposes a set of interfaces for basic interactions and enumerable interactions for AIGC-NFTs. The standard includes a new mint event and a JSON schema for AIGC-NFT metadata. Additionally, it incorporates zkML capabilities to enable verification of AIGC-NFT ownership. In this standard, the `tokenId` is indexed by the `prompt`.

socathie · 2023-06-10T09:47:51Z

@SamWilsn Thanks for the suggestions. We have updated the title and also moved the paragraphs per your comments. Please check! Thanks.

eth-bot

All Reviewers Have Approved; Performing Automatic Merge...

xhyumiracle requested a review from eth-bot as a code owner May 10, 2023 10:57

github-actions bot added c-new Creates a brand new proposal s-draft This EIP is a Draft t-erc labels May 10, 2023

eth-bot added e-consensus Waiting on editor consensus e-review Waiting on editor to review labels May 10, 2023

Add EIP: zkML AIGC-NFTS

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xhyumiracle force-pushed the master branch from ad84277 to 20c4ac3 Compare May 10, 2023 11:00

github-actions bot added the w-ci Waiting on CI to pass label May 10, 2023

socathie force-pushed the master branch from 0b311f1 to 167259d Compare May 10, 2023 14:31

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fix: cleanup, correct errors & typos, add assets

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socathie force-pushed the master branch from 167259d to 1dfdcfd Compare May 10, 2023 14:46

socathie and others added 2 commits May 11, 2023 14:20

fix: implementation inherits IERC721

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fix: add erc165 identifier, update authors info

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socathie mentioned this pull request May 12, 2023

Agenda for 1st AllERCDevs Meetup 2023-05-16 UTC2300 ercref/AllERCDevs#1

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poojaranjan mentioned this pull request May 30, 2023

EIP Editing Office Hour Meeting 18 ethcatherders/EIPIP#234

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SamWilsn reviewed May 30, 2023

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Update EIP7077: author info

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Merge branch 'master' into master

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fix: title edited, moved rationale to motivation

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eth-bot changed the title ~~Add EIP: zkML AIGC-NFTs~~ Add EIP: Zero-Knowledge AI-Generated Content Token Jun 10, 2023

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Add EIP: Zero-Knowledge AI-Generated Content Token #7007

Add EIP: Zero-Knowledge AI-Generated Content Token #7007

xhyumiracle commented May 10, 2023

eth-bot commented May 10, 2023 •

edited

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github-actions bot commented May 10, 2023

socathie commented May 28, 2023

SamWilsn May 30, 2023

SamWilsn May 30, 2023

SamWilsn May 30, 2023

xinbenlv commented Jun 1, 2023

socathie commented Jun 7, 2023

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SamWilsn Jun 8, 2023

SamWilsn Jun 8, 2023

socathie commented Jun 10, 2023

eth-bot left a comment


		The zkML AIGC-NFTs standard includes the following interfaces:

		ERC-7007: Defines a mint event and a mint function for minting AIGC-NFTs. It also includes a verify function to check the validity of a combination of prompt and proof using zkML techniques.

	ERC-7007: Defines a mint event and a mint function for minting AIGC-NFTs. It also includes a verify function to check the validity of a combination of prompt and proof using zkML techniques.
	`IERC7007`: Defines a mint event and a mint function for minting AIGC-NFTs. It also includes a verify function to check the validity of a combination of prompt and proof using zkML techniques.

		The zkML AIGC-NFTs standard aims to extend the existing [ERC-721](./eip-721.md) token standard to accommodate the unique requirements of AI Generated Content NFTs representing models in a collection. This standard provides interfaces to use zkML to verify whether or not the AIGC data for an NFT is generated from a certain ML model with certain input (prompt). The proposed interfaces allow for additional functionality related to minting, verifying, and enumerating AIGC-NFTs. Additionally, the metadata schema provides a structured format for storing information related to AIGC-NFTs, such as the prompt used to generate the content and the proof of ownership.

		With this standard, model owners can publish their trained model and its ZKP verifier to Ethereum. Any user can claim an input (prompt) and publish the inference task, any node that maintains the model and the proving circuit can perform the inference and proving, then submit the output of inference and the ZK proof for the inference trace into the verifier that is deployed by the model owner. The user that initiates the inference task will own the output for the inference of that model and input (prompt).

	title: zkML AIGC-NFTs
	title: Zero-Knowledge AI Generated Content Token


		## Abstract

		The Zero-Knowledge Machine Lerning (zkML) AI Generated Content (AIGC) non-fungible token (NFT) standard is an extension of the [ERC-721](./eip-721.md) token standard for AIGC. It proposes a set of interfaces for basic interactions and enumerable interactions for AIGC-NFTs. The standard includes a new mint event and a JSON schema for AIGC-NFT metadata. Additionally, it incorporates zkML capabilities to enable verification of AIGC-NFT ownership. In this standard, the `tokenId` is indexed by the `prompt`.

Add EIP: Zero-Knowledge AI-Generated Content Token #7007

Add EIP: Zero-Knowledge AI-Generated Content Token #7007

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