THE REVOLUTION OF THE AI DEVELOPERS AND MARKETPLACE - EFFECT.AI

...and knowledge shall be increased

Daniel 12:4

When God says something, it is fulfilled in detail. It is no coincidence that science is on the rise at this time. Science is used to facilitate our daily life, with each discovery we seek perfection. To do this we act collectively, it is difficult for a single person to complete a complete objective, even great scientists with broad capabilities were limited only to theories and discoveries that then had to be implemented by other people with capacity and resources to put them into practice. What I said before is generalized, what I want is for us to be clear that the increase in science is biblical and therefore unstoppable. The question is: How will we take advantage of it?

ARTIFICIAL INTELLIGENCE (AI)
Most of the scientific advances we see it first in science fiction. Someone has an idea and for the cameras everything is possible. As human beings we were able to create powerful computers, equipment capable of calculating faster and more accurately than we were. However, all the language used by the machines is based on a logic of true or false. When working with this logic the data will always lead to concrete results. Seeing the power and speed with which machines perform arithmetic, logical and mathematical operations and even make decisions based on a programmed code you might think that a computer processor has more power than the human brain. But this is not true, at least not yet. The machines do not act of their own volition, until recently they were only devices with specific functions contained in a program. Intelligence is what allows us to discern things with understanding and to act correctly in all circumstances. Is it possible to make a machine act like a human being? That's the complex part about it. Then it was possible for science fiction.

PICTURE SOURCE

Since the idea emerged, progress has been made to date. Today we can be clear that AI is the future of technology. A future in which many are investing large amounts of money without thinking about it. But let's take a look at the AI timeline.

PICTURE

THE PROBLEM
We can notice that in the latest advances only names of big companies, IBM, Google, Apple, Microsoft. These aren't people's names. But what about the developers who don't work for these big companies? It seems that times have changed, If a scientist of the magnitude of Albert Einstein were to exist at this time, sure that his discoveries would not come to light with his name, Einstein would not say this, his name would be replaced by that of the company he works for. Today, large sums of money are needed to finance large projects.

If we want to develop an AI project we encounter enormous obstacles for an ordinary person. Many are left behind when they do not find the human and financial resources to complete their projects.

• Data Processing
  Intelligent applications perform tasks that traditionally require human feedback. Many do not have the resources to implement tasks that can be completed by humans, they do not have a payroll with workers who may be performing constant testing. Tasks such as: processing unstructured data and searching for patterns that can provide a useful output.

• Diverging Tasks
  One obstacle to developing a complex algorithm is the need to interact with parts of the world outside the current domain. For example: Watson, who won the JOPARDY program in 2011, had to learn to interpret the different questions of the contest. For humans it is easier to understand the language because we can judge by the tone of voice and interpret the context of the words, we can to know quickly if someone is saying something in the form of a joke, if Peter says: Shoot an elephant in pajamas, it will be difficult for the machine to interpret if it was in pajamas Pedro or the elephant, and if he shot as a hunter or as a photographer. Applications then need to have the ability to learn in order to interpret data correctly. This rapidly increases the amount of work required.

• Computational Costs
  Developing and training a large AI is computationally intensive and requires a technical infrastructure capable of processing terabytes of data, batching multiple GPUs, and coordinating results. Most users do not have these resources.

The AI is cosponsored as a key element of the Fourth Industrial Revolution. Like any revolution, it seeks to raise world income levels and improve the quality of life of people around the world.
However, there is a problem at the moment of application, and that is that as the machines are perfected, the labor markets suffer the consequences, in most cases the machines replace the labor force throughout the economy.

SOLUTION: EFFECT.AI

EFFECT.AI: It is a private and decentralized ecosystem, based on blockchain NEO technology (NEO is a platform that uses blockchain technology and digital identity to digitize assets. Through the use of smart contracts these digital assets can be self-managed. This establishes a Smart Economy on a distributed network) for the development of AI and AI-related services called The Effect Network that seeks to solve many of the problems with the current AI market. A door opens for AI developers through a three-phase approach proposed by The Effect Network, this ecosystem is designed to provide a complete alternative to services such as Amazon Mechanical Turk, Fiverr, OneSpace and Guru.com. It leverages blockchain technology to implement a functional system based on intelligent contracts. Users are provided with a decentralized application that directly connects supply and demand without the need for an intermediary. Specifically, it focuses on establishing the following:

• Accessibility - Effect.AI Mechanical Turk, users will be directly linked to a supply-demand system so that developers can train their artificial intelligence algorithm based on a task system. It is an innovation to give developers access to large data sets without having to pay a full payroll to acquire them, and it also gives other users the opportunity to earn money by performing simple tasks such as entering data into the system.

• Accuracy - Effect Smart Market enables a buy-sell platform for users, so users can acquire data with significantly greater complexities that will help them in training their AI.

• Performance - Users can directly purchase existing datasets from the Smart Market or quickly create their own datasets by requesting microtasks on the Mechanical Turk platform.

• Interoperability - By running AI in the block chain and creating a standard that the algorithms must meet, we stimulate interoperability, resulting in powerful, emerging intelligence acquired collectively that would be difficult to achieve for individual AI algorithms.

In order to enable the project and manage growth effectively The Effect Network will be deployed in 3 phases:

It is based on centralized business models such as Amazon Mechanical Turk, Fiverr, OneSpace and Guru.com. It is a global workforce on demand. In this phase the AI developer seeks to collect data through micro-tasks which make available to other users on the platform, users who wish to collaborate can be in direct contact with who offers the micro-task. These job offers called Human Intelligence Tasks (HIT's) are offered by the applicant who defines the price he or she is willing to pay to the person performing the task. Anyone who needs human intelligence to perform tasks that computers cannot perform can create HIT's. Once someone completes the task they receive payment in token of the platform called EFX. HIT's are described and compiled through intelligent contracts in the block chain, so that the negotiation is secure for both parties. Once workers complete the tasks, applicants retrieve the data for use in their Artificial Intelligence algorithms. An intelligent solution that gives applicants access to a scalable, distributed, on-demand workforce.

• WORKERS
  Effect workers can receive available tasks based on certain criteria such as location, age, gender. They choose which tasks to perform and once the task is completed they receive the EFX reward linked to the task.

• TASKS
  The job offers on the platform are based on tasks that require human intelligence, what is sought is human responses to events and then introduce this data into the AI algorithms so that the AI can learn from this data. Effect uses intelligent contracts to facilitate the Applicant and Worker a secure negotiation with the possibility of interacting on the network.

• BOTS
  The effect Network allows the use of Bots to complete some of the tasks introduced by the Applicants, what is sought is to encourage functional algorithms (and their creators) through the payment, the applicant will still receive the required data and in the platform the main thing is to motivate the development of AI.
  
  EFFECT.AI

Effect.AI's Smart Market is a decentralized marketplace where AI algorithms can exchange their services. After the previous phase, applicants integrate the data collected into their algorithms, which makes them powerful and gives them added value that can be used in phase 2. This exchange is also based on intelligent contracts.

The exchange protocol to follow is that the agents that receive the EFX tokens are the ones that provide the AI algorithms, and the agents that provide the EFX tokens for these services are the Applicants.Effect.AI's Galaxy Pool plays a key role in ensuring liquidity. The Pool allows payment for these services with native tokens as well as EFX tokens. At this point, Smart Contracts will ensure and improve the availability of services that are requested or requested.

• Registry and interoperability
  The available applications will be registered in the network to enrich the semantic ontology that describes the application and the technical scheme of its inputs and outputs, through these registers the algorithms are able to explore possible collaborations through blockchain. Since interoperability with other applications implies more interactions, this is a clear economic incentive.

• Access to services with Endpoints
  This access will be managed through endpoints. Application endpoints on the market communicate via the HTTP protocol. The data is exchanged in JSON format and should confirm the defined RDF scheme. Requests signed with the buyer's private key will be accepted by the endpoint. Issuing authorization tokens and checking their validity can be done by public APIs that have a partial BlockChain index.

This is the final phase in which the actual calculation will be distributed so that the algorithms work globally without any error. This will be possible because The Effect Network uses the fact that most machine learning algorithms have a rigid structure and operate in sets of weights.
Effect Network has a decentralized computing engine which is based on popular Deep Learning (DL) networks such as Caffe15, MXNet16, and TensorFlow17, in which the network structure can be defined as a declarative graph and the weights are stored as arrays of real numbers.

EFX & The Galaxy Pool

In order to build a solid, time-resistant AI development platform Effect.AI has created a platform that is resistant to external influence or manipulation by third parties. In addition to a strict white list and KYC process for Public Chips Sale, a key component of the platform will be the Galaxy Pool. Having a central pool of EFX tokens will ensure that the necessary level of liquidity is always maintained.

EFFECT.AI

EFFECT Reputation Score

Effect has a reputation system based on the quality of the work done by users. There are always users in the market who want to make a profit selling poor quality products. The reputation system will make it easier to avoid these users. Users who make a good effort will get a higher reputation score (ERS) from Effect.AI. This score will gradually expire over time. The most reputable users have access to more and better tasks.

TOKEN SALE

EFFECT.AI

EFFECT.AI

The geniuses behind the scenes

EFFECT.AI

I invite you to watch this video that will give you some very illustrated information

And to visit the official website for more information:

• Effect.AI Website
• Effect.AI WhitePaper
• Effect.AI LightPaper
• Effect.AI YouTube
• Effect.AI Medium
• Effect.AI Facebook
• Effect.AI Twitter
• Effect.AI Telegram
• Effect.AI Review/Explanation Video

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