Since the emergence of human civilization, with the development of
history, human beings have continued to create and enrich their own
culture. In the 21st century, computer clusters and high-speed
algorithms are interpreting the civilization created by human beings
and pushing it to an epoch-making peak. Artificial intelligence will
be the main driver. In addition to building the database
infrastructure with Table as the basic element of the database like
the traditional database (Oracle, MS SQL, IBM DB), the other is based
on the graph processing of advanced hardware in the 21st century, and
uses mathematical reasoning as the method, and Forms as the basic
element of the database. Distributed relational Forms databases and
application/development platforms are providing the market with an
alternative option, the Form-World platform. The relationship refers
to a relational transformation, which satisfies the definition of
transformation in abstract mathematics, solves the automatic
processing of data with transformation, and is the driving mechanism
of artificial intelligence reasoning.
The process of artificial intelligence is a process of deduction,
inference, and summary through the repeated cycle of a large number of
cultures produced by human civilization, constantly enriching its own
knowledge base, and constantly evolving. Artificial intelligence will
become one of the most important milestones in the rapid development
of human civilization. Artificial intelligence is the first time since
the beginning of human civilization that human thinking,
consciousness, perception, and knowledge base are systematically
placed outside the human body to implement. Forms are the most common
and effective method used to record and document human social
activities since the dawn of human civilization. Through the
statistical comparison of previous form data, human beings continue to
summarize and summarize valuable data and conclusions, enrich their
wisdom and talents, and promote innovation and development. Here, it
is entirely dependent on the wisdom of the human brain itself. The
Form-World platform provides the market with an easy-to-use
engineering method, which can quickly mirror a large number of forms
generated by human beings in response to the changing needs of society
and the market on the Form-World platform, and automatically generate
the system through the built-in AI engine of Form-World (no need to
write a program in the process), so as to continuously update the
applicable service system for human beings in response to the needs of
society and the market. The Form may be an image of a paper form, a
PDF, Excel and any application software that produces a picture on the
screen. The Form-World platform can effectively integrate those
discrete and decentralized forms into a centralized data processing
system and mirror on screen. For humans, those conclusions that
require brain intelligence to remember, inductive reasoning and to be
summarized are automatically processed by the Form-World platform AI
engine to produce, and then get mirroring Forms on screen. The
Form-World Engineering method not only continues the Form used by
humans to record and record social activities, but also helps humans
to centralize those discrete Forms in a centralized system for
automated processing while still retaining the Forms created by human
wisdom. and the habits used.
The final results of human thinking, consciousness, perception, etc.,
such as various scientific theories, natural laws, concepts,
production processes, financial and economic operations and their
knowledge bases, are being embedded in artificial intelligence systems
and are constantly evolving. The automatic reasoning module and neural
network created by some scientific theories constitute the underlying
foundation of artificial intelligence and are the core of artificial
intelligence, especially those algorithms that are derived and
constructed by mathematical methods ensure the rigor and convergence
of the automatic reasoning process.
Rigor stipulates that the reasoning process of artificial
intelligence must follow the scientific theories, axioms,
inferences, formulas, concepts, etc. that have been created, and
there must be no errors; Convergence will constrain AI from
transcending the laws of nature, being uncontrollable, or creating
paradoxes in the reasoning process. The core design of the Form-World platform is based on the collection
of Forms, starting from axioms, reasoning and induction, and the
mathematical method ensures the rigor and convergence of data
transformation. At the core layer of AI, the number of inference
modules and the speed of neural networks determine the effectiveness
of AI. Among the various types of automated reasoning modules, natural
language automated reasoning modules (chatbots) are currently the
fastest growing and most popular, and market acceptance is driving
their development.
The outer layer of an intelligent system is the bridge between humans
and it. The inner layer is to inference, educate, explore, search,
request solutions, etc., and the outer layer is information,
knowledge, and solutions. Language is the way to communicate, but it's
not the only way. Language is a string of symbols that record and
present human thoughts, consciousness, and perception. Different
strings of symbols record the various forms of human thought,
consciousness, and perception. These symbols include: words or words
in natural language, such as the natural language used by popular
chatbots; Special symbols or strings of symbols for various
disciplines, such as mathematics, chemistry, physics, computer
languages, etc.; Portraits (icons), illustrations, etc. In addition,
humans also communicate with AI systems through gestures, movements,
expressions, and voices. or indirectly communicate with the AI system
through some simple tools and module operations. The built-in AI
engine of the Form-World platform is designed and built based on this
concept, and reserves the necessary interface for connecting with
natural language. By communicating with people (once, or many times),
AI systems perceive and infer people's intentions (even if someone
makes a mistake) to provide the most accurate service, and at the same
time reason and infer the results in the process of communication, the
conclusions enrich their knowledge base and make themselves smarter.
These results and conclusions should be more advanced than before, for
example: they should be higher in terms of productivity, lower costs,
more efficient in the financial and economic spheres, etc.; Results
and conclusions may become new scientific theories, axioms,
inferences, formulas, concepts, etc.
Artificial intelligence is a human civilization that is thinking,
conscious, perceptual, and constantly evolving on the basis of the
existing human culture, and can only be an extension of human thinking
outside the body. Any claim that the evolutionary process is
supernatural or out of control can only be caused by a lack of rigor
and convergence at the core of the AI system. The construction,
refinement, and maintenance of the AI core layer will continue to
exist with the AI lifecycle. The Form-World platform is built in N
dimensions and evolves with the development of perceptual artificial
intelligence, and the scientific nature of its construction
(mathematical method: rigor and convergence) will lay the foundation
for its application in the past, present, and future, and will always
exist with its lifetime.