A new round of scientific and technological revolution and industrial transformation are sprouting. The formation of big data, theoretical algorithm innovation, computing power improvement, and network infrastructure evolution drive the development of artificial intelligence into a new stage, and intelligence has become an important direction for the development of technology and industry.
The development of artificial intelligence has transitioned from technology-driven to data-driven. Big data is an essential production factor for artificial intelligence. The decentralized and non-tamperable characteristics of the blockchain can promote collaboration between different entities at the resource level, and help the artificial intelligence industry improve production efficiency in a decentralized model.
AICHAIN ​​aims to provide a public blockchain platform for more complex AI applications, allowing data resources, application developers, operating platform resources, and users to freely publish and use their own resources and applications on this blockchain. Lower technical threshold and cost will build the AI ​​application ecology on the blockchain platform.
AICHAIN ​​will build a benign ecosystem, promote resource sharing, encourage more people to participate in the development and implementation of intelligent applications; promote the development of artificial intelligence in a credible and reliable environment; allow privately generated data to be transformed into Personal more precise service.
AICHAIN ​​technology introduction1. AICHAIN ​​design concept
Aiming at the underlying consensus mechanism level of the blockchain, AICHAIN ​​introduces the technology and concepts of AI artificial intelligence, and the blockchain is controlled by machine learning intelligent algorithms. The method of improving the performance of the blockchain mainly relies on the weakly centralized working mechanism of the super nodes. However, the manual selection of the super nodes has brought efficiency improvements, but it has abandoned the fairness of participation, and it is inevitable. The introduction of the potential threat of human factors.
For the AI ​​application platform, in addition to considering the importance of data value, it also needs to include developer software, platform resources (with a large number of graphics card servers) and consumers to run AI applications. In the end, all parties trade these resources and then apply them to the AI ​​application system. AICHAIN ​​publishes data, software, operating platform resources and other digital assets on the blockchain, and uses the decentralized data asset trading platform DAE to provide information Release channels and promote the exchange of resources to form a combined platform for AI application transactions and product customization.
1. AICHAIN ​​stores application executable file data, resource data, etc. outside the blockchain, and stores the description information (or tags) of the application and resource data on the blockchain. Allows for larger data size and more complex applications.
2. AICHAIN ​​provides a block link interface dedicated to the deployment and extraction of application data resources on the blockchain, and transaction record query, and defines the rules for asymmetric encryption and decryption to verify user identity, which can provide application providers without knowing the block In the case of the underlying technology of the chain, the connection between the service and the blockchain can be easily completed.
3. AICHAIN ​​has agreed on 4 roles: data provider, application provider, operating platform resource provider, and resource consumer. The first three roles all have different types of resources; resource consumers are the people who use these resources. Consumers can be ordinary users or companies that are developing AI applications (requiring a lot of data for machine learning).
2. AI consensus technology model
AICHAIN ​​uses AI machine learning methods to perform statistical analysis on historical block data, to make decisions to select super nodes, and adopt a POA+POW hybrid consensus mechanism. The process of analysis and selection is as follows:
This process is entirely based on the results of the POW work of each mining accounting node to select qualified nodes to become super nodes; and the super nodes themselves use the POA mechanism to ensure high-speed block creation speed and improve transaction confirmation speed.
1. Everyone has the opportunity to participate in mining and become a super node. As long as they have made an outstanding contribution to the bookkeeping of other nodes in the POW mode, the AI ​​robot will analyze and select this node to enter the super node queue.
2. When all super nodes are killed and unable to work, all other nodes still have the opportunity to conduct POW mining, and will be selected by the AI ​​robot to become a new super node in the next round and continue to work.
3. AICHAIN ​​can automatically adapt to the network environment, and nodes near areas with a large number of transactions have a greater chance of becoming a super node. To achieve the purpose of self-adjustment and adaptation.
3. AICHAIN ​​technical model
The operating logic of the data asset trading platform DAE can take the typical AI application practice of "cat and dog image recognition" as an example, set four roles, and describe the specific operating mode of AICHAIN ​​through three scenarios.
Suppose there are the following 4 entities (companies or individuals):
· A company that specializes in image labeling, expects to provide the data needed by AI to gain revenue.
· Companies that specialize in the development of AI applications expect to rely on the developed AI applications to obtain benefits.
· Companies with many graphics servers and tensorflow and caffe platform operating environments expect to make money by renting out these operating platform resources.
· Ordinary user, he has a bunch of pictures of cats and dogs in his hand, and he hopes to have tools to help him sort and store them.
Scenario 1: Developers need data to complete machine learning and develop AI applications
A: It is the data provider, there are pictures of cats and dogs, and the marking result of each picture (whether it is a cat or a dog).
B: It is a resource consumer, a developer of AI applications for image recognition of cats and dogs, a company.
Scenario 2: The user uses an AI application that recognizes cats and dogs on his computer
B: The AI ​​application provider deploys the developed cat and dog identification AI application information on the blockchain, and provides the download of the AI ​​application executable file data.
D: Ordinary users have their own graphics card computers, which can support running cat and dog recognition AI applications.
Scenario 3: The user uses an AI application that recognizes cats and dogs on a third-party platform
The role setting is the same as above, and the specific process of the three-party interaction is as follows:
Step 1: B Deploy the developed cat and dog identification AI application information to the blockchain, and provide the download of the AI ​​application executable file data.
Step 2: User D does not have a suitable computer to run the cat-dog recognition AI application, and needs to borrow the platform provided by C. Need to transfer money to the address of the operating resource ADU provided by C.
Step 3: C allocates the AI ​​application running platform resources of a graphics server to D.
Step 4: D pays AIT to B, and B provides the address of the ADU unit of the cat and dog identification application.
Step 5: D initiates the loading and running of the cat and dog recognition AI application provided by B on the AI ​​application operating platform allocated by C. Then you can upload the picture to complete the classification.
Details:
1. Data providers, application providers, and operating platform resource providers all deploy their own resources to the AICHAIN ​​blockchain by creating a transaction.
2. The resource consumer needs to transfer AIT to the address of the ADU unit of the above resource in order to apply for the right to use.
3 In the subsequent use process, the resource consumer needs to provide the public key used when transferring AIT to: the data provider, the application provider, and the operating platform resource provider. In this way, the resource provider can have enough information to verify the identity of the user and whether it has enough AIT to pay.
4. All applications are agreed to be developed and run in the Docker IMG operating environment uniformly released by the AICHAIN ​​platform to ensure compatibility.
AICHAIN ​​Ecological ChainAICHAIN ​​sorts out the various links of the entire artificial intelligence ecosystem, further refines the resources and needs of each participant, so as to better characterize the collaborative relationship between participants, promote the win-win cooperation of the entire ecosystem, and promote the development of artificial intelligence. Rapid development.
For AI developers, AICHAIN ​​will build a trading market for AI production factors. Development companies can find the required data resources more conveniently according to their own needs, thereby greatly reducing the time cost of collecting data. In addition, with the increasing number of data resource providers, the pricing power of data resources will gradually be attributed to the market and will no longer be controlled by several monopolies.
For AI demanders, AICHAIN ​​will build a store that provides various AI applications. Individuals or companies do not need to understand the underlying AI development technology, and even without AI operating resources, they can find the required AI application modules on AICHAIN, and combine the personal or company's own data resources to form an AI that suits the needs of individuals and companies application.
For all types of AI resource providers, it is more convenient to grant resource use rights under the premise of ensuring resource ownership, and thus obtain the circulation value of resources.
1. For developers-resource collaboration platform
The current development model of artificial intelligence has shifted from early technology-driven to data-driven. A few data resource monopolies have become the dominant players, and many artificial intelligence developers have difficulty optimizing training models due to lack of data accumulation. Big data, as a necessary production factor, is too concentrated and cannot match the technological productivity developed by artificial intelligence. This leads to the inefficiency of the entire resource collaboration market and largely hinders the development speed of artificial intelligence.
AICHAIN ​​will rely on the underlying architecture of the blockchain to connect data resource parties, application developers and other roles, effectively organize the matching of productivity and production factors, and attract more resource owners to participate through endogenous incentive mechanisms, and gradually enrich data reserves and Application scenarios to achieve a virtuous cycle of the system and create greater value.
AICHAIN ​​will launch an AI search engine and provide open resource information release channels to solve the problem of the circulation of resources required in the AI ​​application development process and improve the efficiency of collaboration at the level of AI development resources.
Through an open and transparent decentralized resource trading platform, various resources required for AI development can be traded on the chain, and resource demanders can pay AIT to resource providers to obtain resource usage rights. With the introduction of more and more resources in the market, market-oriented fair pricing will gradually be realized, thereby promoting the large-scale development of AI application development, so that artificial intelligence can benefit everyone's life faster, better, and more safely.
In terms of data resources, AICHAIN ​​has introduced strategic partners such as Daily Economic News, Easy Live, Three Thousand Krypton, Chuanhuo Live, Huoyan Finance, Badoumao, BingoTalk, Miracle VR, Miracle Media, Scenery Miracle, Matrix Game, Li Guangman Bingdian Time Review has completed the initial deployment of data resources, and more data resource partners will be introduced in the future. At the AI ​​development level, AICHAIN ​​will cooperate with EasyAI, Coolpad, Changhong Electric, Beidou Research Institute, Oriental Net Power, China Mobile, etc., to promote the development and implementation of some AI applications through on-chain resource collaboration.
2. For users-AI application store
AICHAIN ​​has realized division of labor and collaboration and resource exchange, and more AI developers will be able to develop and train application modules more effectively, thereby promoting AI in all fields and promoting the rapid development of AI.
On AICHAIN, an AI application store will be formed to provide a variety of intelligent applications, and users only need to pay for AIT to call the required applications, which is simple and convenient.
By promoting the healthy development of the entire ecosystem, AICHAIN ​​will develop application scenarios suitable for various needs, benefiting all aspects of social life.
2.1 Smart recruitment
The current recruitment process often requires third-party platforms to assist in matching, and these platforms have a large amount of real information about job applicants. For job seekers, they face a serious risk of personal information leakage, and the ensuing telephone and email harassment is also annoying.
In the future, companies or individuals can find AI smart recruitment applications through the AI ​​application store on AICHAIN:
1. In the anonymized blockchain system, the company posts job descriptions and needs, and applicants describe their own educational background, learning ability, work experience, etc.;
2. The smart recruitment application will match the two parties through algorithms and feed back the matching information;
3. If the company has intentions, the resume delivery entry will be opened;
4. At the same time, if the job seeker intends to apply for a job, he will send his resume containing his true identity to the company.
Both companies and individual users only need to select the relevant application in the AI ​​application store and pay the developer AIT to create a personalized intelligent recruitment process with their own data resources. This will greatly improve recruitment efficiency and avoid the risk of storing large amounts of private information on third-party platforms.
2.2 Holographic Smart Tutor
Personalized and intelligent education has always been highly anticipated. With the development of artificial intelligence and the popularization of intelligent applications, this scene will appear in thousands of households.
Parents select the smart education module in the AI ​​application store, and enter the child's learning progress, learning goals, personality and hobbies, etc., to form a virtual smart teacher of their own for the child.
Abundant online learning resources: gather all kinds of online education resources and famous teacher courses to break through the limitations of time and space.
Personalized customized education: through communication with children, customized exclusive learning plans, and continue to deepen from feedback.
Holographic projection mode: There is no need to face the screen for a long time, and it has stronger interaction while relieving children's visual fatigue.
In the future, smart education will extend to more subdivisions, such as learning foreign languages, musical instruments, dance, calligraphy, and painting. A tutoring model for adults will also be launched, so that you can learn something without leaving home. .
2.3 Pan-entertainment virtual intelligent assistant
Having an intelligent assistant of your own can help you arrange your schedule, find information, and accompany you to chat, watch dramas, and clear customs. This is what many people are looking forward to.
With the development of a large number of AI applications, in the future, everyone can call the smart assistant module through the AI ​​application store, enter their own information and needs, and then generate an exclusive virtual smart assistant, just like downloading the APP from the mobile application store now Convenience.
In daily life, chat with you at any time, scream with you when watching a game, and sorrow and joy with you when watching a drama.
In all kinds of meetings, it can help you record the content of the meeting, form the meeting minutes, and also help you remember the identity and appearance of each participant.
In the live broadcast scene, the host’s intelligent assistant will assist in the active atmosphere and interact with fans according to the host’s instructions; the user’s intelligent assistant can send gifts to the host and interact with the host’s assistant.
In the game scene, the image of an exclusive intelligent assistant is used instead of traditional characters to participate in the game, which makes the player feel more in person, and can even continue the game process when you have to leave temporarily.
In the future, virtual intelligent assistants will be more personalized. By recognizing your appearance, your voice, and recording all your habits and preferences, as the interactive scenarios increase and deepen, the accumulated private data will make the intelligent assistant better. Domestication is more personal and unique.
Token introductionAIT is a decentralized blockchain digital asset. It is a digital token issued based on the AICHAIN ​​platform and is used in all application scenarios of the AICHAIN ​​platform. AIT will adopt the POW consensus mechanism in the early stage, with a total of 2,100,000,000 tokens. The initial tokens are generated by the ERC20 contract, and after the AICHAIN ​​main chain is officially operated, arrangements will be made to replace the main chain tokens.
AIT distribution plan
The specific allocation details of AIT are shown in the following table:
·The AIT for distribution to investors is generated at one time and distributed to investors based on private placement registration.
·The remaining part is generated at one time, retained by the AICHAIN ​​Foundation, released according to the development of the project, and an announcement will be issued within 5 working days.
·After the AICHAIN ​​main chain goes online, the released ERC20 tokens AIT will gradually be replaced with main chain tokens, and the unreleased part will be frozen and destroyed forever.
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