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Chatbots, Virtual Assistants and robots are unable to reason logically in natural language.

I have a solution for the long term:

I have knowledge, experience, technologies and results that no one else has. I know what autonomous reasoning is, and how to implement it in software (open source). But my solution is in direct conflict with the current scientific view on natural intelligence and natural language.

I am using fundamental science instead of cognitive science:

• Autonomous reasoning requires both intelligence and language;
• Intelligence and language are natural phenomena;
• Natural phenomena obey laws of nature;
• Laws of nature (and logic) are investigated using fundamental science.

Using fundamental science, I gained knowledge and experience that no one else has:

• I have defined intelligence in a natural way;
• I have discovered a logical relationship between natural intelligence and natural language;
• I am implementing these laws of intelligence in software, which is published as open source;
• And I defy anyone to beat the simplest results of my CNL reasoner in a generic way: from natural language, through algorithms, to natural language.

The Laws of Intelligence embedded in Grammar are demonstrated by:

Programming in natural language;
Reasoning in natural language:
      • drawing conclusions (more advanced than scientific solutions),
      • making assumptions (with self-adjusting level of uncertainty),
      • asking questions (about gaps in the knowledge),
      • detecting conflicts and some cases of semantic ambiguity,
      • displaying of justification reports for the self-generated knowledge;
Multilingualism, proving: Natural languages have one common origin.

The downfall of the theory of evolution:

• Despite centuries of exhaustive research, the theory of evolution still hasn't provided a satisfying explanation for the origin of intelligence and language. Let alone, how both are related;
• According to the biblical world view, God has created laws of nature – including laws of intelligence – to make his creation run like clockwork. Being based on (Natural Laws of) Intelligence embedded in Grammar, only Thinknowlogy implements the intelligent function of words like definite article “the”, conjunction “or”, possessive verb “has/have” and past tense verbs “was/were” and “had”. Other Controlled Natural Language (CNL) reasoners are limited to sentences with present tense verb “is/are”. They don't accept the words mentioned above.

Thinknowlogy 2017r2

will be published in Nov. 2017. It will include the second part of an internal redesign. See my planning for the other planned publications. Follow this project on Twitter, subscribe to project updates on SourceForge, subscribe to project updates on GitHub or receive an email when a new version is available.


Join my Fair Science networking group on LinkedIn to support a fair practice of science, and/or my Fair Science • Artificial Intelligence (AI) and knowledge technology (NLP) group, which is dedicated to a fair practice of Artificial Intelligence and knowledge technology.


God has created laws of nature to make his creation run like clockwork. It includes: laws of intelligence embedded in grammar. Thinknowlogy implements these natural laws of intelligence in software.