ORA: Trustless artificial intelligence on Ethereum, reshaping the blockchain AI ecosystem

Original title: "ORA: Ethereum's TrustlessAI"

Author: ORA

Compiled by: Fairy, ChainCatcher

Editor’s note: June 26, Oracle ProtocolORA announced the completion of US$20 million in financing, with investors including Polychain, SevenX Ventures, HF0 and Hashkey Capital. At the intersection of blockchain and artificial intelligence, ORA is pioneering new frontiers. By combining AI, rich data sources, and computing power at any scale, ORA not only breaks the limitations of smart contracts, but also gives developers room for innovation.

This article details the core technologies and products of ORA, including zero-knowledge machine learning (zkML), Optimistic machine learning (opML) and optimistic privacy protection artificial intelligence (opp /ai). Read this article to learn how ORA is driving the development of on-chain AI.

Introduction to ORA

ORA is Ethereum’s trustless artificial intelligence that enables artificial intelligence and computing at any scale on the blockchain.

ORA breaks the limitations of smart contracts by providing AI, richer data sources, and arbitrary computation so that developers can freely innovate.

ORA’s work is trusted by Compound, the Ethereum Foundation, Uniswap, Optimism and more.

1. Oracle ORA on-chain artificial intelligence

ORA makes on-chain artificial intelligence a reality. ORA has contributed a series of cutting-edge research and products to the field of on-chain artificial intelligence. Products include zkML, opML and opp/ai.

a) zkML: Zero-knowledge machine learning

zkML is a cryptographic method of on-chain machine learning.

ORA is a pioneer in the field of zkML and invented the world's first zkML library: Keras2Circom.

According to Ethereum Foundation-backed researchbenchmarks, Keras2Circom outperforms other zkML frameworks.

Additionally, Keras2Circom is production-ready and battle-tested with a rich ecosystem.

Read more here and check out the Keras2Circom library on GitHub.

b) opML: Optimistic Machine Learning

opML is a cost-effective machine learning framework that now enables on-chain machine learning.

ORA is the inventor and creator of opML, both from an academic research and open source implementation perspective.

zkML can generate cryptographic proofs for ML computations that are concise enough to be verified on-chain. However, current computing power makes it virtually impossible to generate proofs efficiently and cost-effectively, especially for large AI models.

In contrast to zkML, opML can effectively bring large models such as Grok’s 314 billion parameter model onto the chain, thereby reducing management costs by more than 1,000,000 times.

Learn more in our paper: https://arxiv.org/abs/2401.17555.

c) opp/ai: Optimistic Privacy Preserving AI

opp/ai, Optimistic Privacy Preserving AI, combines zkML for privacy protection with opML for efficiency improvement.

opp/ai is a hybrid model tailored for on-chain AI.

ORA is the inventor of opp/ai.

Compared to pure zkML, opp/ai performs better while maintaining the same privacy features as zkML.

Read more here and learn more in our paper: https://arxiv.org/abs/2402.15006.

2. ORA Onchain AI Oracle (OAO)

a) Introduction

ORA’s Onchain AI Oracle (OAO) is ORA’s verifiable, decentralized AI oracle.

OAO enables anyone to use on-chain AI inference on any blockchain.

OAO uses opML to create verifiable proofs for ML computations that can be verified on the blockchain. This opens up new possibilities for AI in blockchain.

b) OAO About Ethereum and Optimism

OAO has been running on Ethereum and Optimism based on opML to generate verifiable AI inferences.

Last month, ORA OAO was deployed on the Ethereum mainnet.

Recently, in partnership with Optimism, ORA OAO has been integrated into the Optimism mainnet.

Read more about the OAO deployment announcement on Ethereum and Optimism.

c) Building with OAO

As a developer, you can check out the following resources to build AI-powered on-chain applications:

• OAO Repo: OAO.

• OAO Documentation: AI Oracle.

• Video tutorial on building with OAO: How to interact and build with OAO.

• Get inspired with ideas built using OAO: So you want to build using Onchain AI.

• ORA Ecosystem Project Reference: awesome-ora.

3. ORA Initial Model Offering (IMO)

In the AI ​​era, ORA has introduced a new mechanism IMO (Initial Model Offering) .

a) Introduction

TL;DR: IMO tokenizing AI models on-chain.

• For AI models, IMO provides sustainable funding for open source AI models.

• For the ecosystem, IMO helps coordinate the values ​​and incentives for distribution and continued contribution.

• For token holders, IMO allows anyone to capture the value of on-chain AI models from sources such as on-chain income and inference assets (e.g. ERC-7007) .

Many open source AI models face challenges monetizing their contributions, resulting in a lack of motivation for both contributors and organizations. As a result, the AI ​​industry is currently dominated by closed-source, for-profit companies. The winning formula for open source AI models is the need to raise more funding and build them publicly.

With IMO we can win the open source AI war. IMO can achieve the sustainable development of the open source AI model ecosystem by promoting long-term benefits, encouraging participation and funding the open source AI community. When we have an open source model that is better than a proprietary model, we win.

IMO tokenizes ownership of open source AI models and shares their profits with token holders.

b) The core components of IMO

IMO is permissionless, so anyone and any community can IMO their AI models.

In IMO, there are two core components:

• On-chain AI model with verifiability

• On-chain usage revenue sharing

For Onchain AI , we need to tie the tokens to the correct AI models and reasoning. ORA is doing this with the aforementioned ORA OAO, the world’s first AI Oracle that works with any AI model.

For on-chain usage revenue sharing, ORA introduces ERC-7641: Intrinsic RevShare tokens as the basis for fair revenue sharing IMO. IMO tokens are not AI meme coins but represent shares of AI models. Holders can benefit from AI model yields from OAO and inference assets such as ERC-7007: Verifiable AI Generated Content Tokens .

c) IMO Overview

IMO is permissionless, so anyone and any community can IMO their AI models.

IMO tokenizes specific AI models, thereby providing:

1. The community can effectively raise funds for open source.

2. Incentivize contributors to continue improving the globally accessible model.

3. Token holders can gain income opportunities by using the on-chain model.

Meaningful IMO requires Onchain AI and a revenue sharing mechanism of IMO tokens:

• Onchain AI can be achieved through ORA OAO.

• Income comes from model usage in ORA OAO, and inference assets such as ERC-7007 co-authored by ORA.

• The revenue sharing mechanism can be implemented

  via ERC-7641 written by ORA.

Please read more about IMO here

and here . Watch

ORA announced IMO

at ETHDenver.

Watch explained in 60 seconds IMO.

4. OpenLM IMO: The world’s first IMO

$OLM on mainnet: 0xe5018913F2fdf33971864804dDB5fcA25C539032LP

Address on mainnet: 0xB57CFe32dbF5227d9c9A03eF3D2E9E53cb4524B0

a) OpenLM Introduction

OpenLM is an executive language modeling (LM) repository designed to promote research on medium-sized LM.

OpenLM is open, high-performance, decentralized AI, not a closed, centralized, permissioned LLM funded and overseen by big tech oligarchs.

OpenLM is an open source model created by a distributed team under the MIT license. Their contributions will be recognized through this donation, which will also help inspire and promote the development of open source LMs that can be accessed by anyone.

b) OpenLM IMO

On April 10th, we released the world’s first IMO: OpenLM IMO.

OpenLM IMO Tokenize OpenLM’s open source model.

Just like Prometheus stole the fire for civilization, ORA demonstrates the benefits IMO brings to the open source AI community with OpenLM’s first IMO

$OLM is not a token of ORA. It is a tokenization of the OpenLM model on Ethereum, with ownership shared among OpenLM contributors and the community. Nonetheless, ORA’s on-chain AI oracle enables the tokenization of artificial intelligence models.

IMO will be a cornerstone of the OpenLM journey, providing funding and incentives to foster a sustainable ecosystem, democratize access, and drive continued growth.

IMO for OpenLM is expected to revolutionize the LLM landscape by harnessing the power of open source software and community.

Read more about OpenLM IMO here .

c) OpenLM IMO event

OpenLM IMO The world’s first IMO was a huge success.

500 million tokens all sold for 150 ETH (approximately $500,000 USD). This happened within 5 minutes. This is evidence of high demand amid low supply. $OLM continues to change hands on Uniswap’s decentralized exchange.

Unfortunately, the vast majority of people who attempted to purchase $OLM when the sale began did not have their transactions successfully processed as demand far outstripped the limited supply.

This is the first IMO, there will be more to come. Future IMOs will have different parameters to allow more valuable people and wallets to participate.

d) OpenLM IMO Roadmap

IMO’s goal is to cultivate the open source community and grow the ecosystem. OpenLM IMO provides more resources to the OpenLM open source community.

This is the flagship demonstration of IMO technology. This is the beginning of a journey toward a more sustainable, competitive, and open source AI future.

Here is the roadmap to achieve OpenLM IMO success.

1. OAO integration

To achieve revenue sharing of $OLM, ORA integrates the OpenLM AI model into the Onchain AI Oracle. This way, every time a user interacts with an OpenLM model, on-chain revenue can be generated and tracked by OAO.

2. OpenLM ecosystem expansion

For AI models, IMO provides sustainable financial support for open source AI models. With this effort from OpenLM IMO, projects of all kinds can use OpenLM to contribute to $OLM’s revenue pool.

3. Donate to the OpenLM community

As previously announced and planned, 10% of $OLM IMO tokens will go to existing and future OpenLM contributors.

We are finalizing all the details of our support for the open and decentralized AI community.

4. Revenue Sharing Campaign

OpenLM RevShare Token ($OLM) has the following features:

• Revenue Sharing: A portion of the revenue from OAO or other sources will be allocated to $OLM Token revenue sharing pool. Token holders can claim their earnings every 90 days after the snapshot.

• Burn: A portion of the revenue from OAO or other sources will be allocated to the $OLM token burning pool. Token holders can burn their tokens as a buyback mechanism. The burning mechanism will support a “floor price” for the OpenLM token.

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