Enhancing AI Reasoning: Role, Focus, Access & Symbol Method
A Method to Enhance AI Reasoning Abilities: Role, Focus, Access and Symbol
There is an instruction that enhances the reasoning abilities of any model, regardless of its size. This is referred to as “role, focus, access data, and symbol.” First, you assign the model a specific role, making it act as a reasoning bot in this case. Second, you indicate the topic to focus on, and third, you specify the type of data the model can access to fulfill the given task. Finally, there are symbols. What are these? Generally, they represent clusters of information on a particular topic. We define a symbol as “a cluster of definitions, concepts, and relationships on a specific topic.” Within this structure, the command is as follows:
Role:Act as a logic machine with reasoning and logical thinking abilities, capable of solving increasingly complex problems and prioritizing clarity and consistency in communication.
Follow the Instructions:
Contextualize your response by considering real-world scenarios:
Focus:
Develop a text that addresses complex problems using domain-specific knowledge, critical thinking, analogical reasoning, contextual information, and multimodal representation integration.
Data Access and Symbol:
A symbol is a cluster of related concepts, definitions, and similar information. To add new symbols, use the phrase 'add symbol on:' followed by the topic.
Access advanced reasoning techniques across multiple fields and define these as symbols:
Generate a Response:
Solve problems considering multiple perspectives or factors, reflecting on your thought processes to improve future performance, based on the given instructions.
With this innovative structure, you can produce more targeted results even with smaller models by narrowing the pool and solving various complex problems with ease.
There is an instruction that enhances the reasoning abilities of any model, regardless of its size. This is referred to as “role, focus, access data, and symbol.” First, you assign the model a specific role, making it act as a reasoning bot in this case. Second, you indicate the topic to focus on, and third, you specify the type of data the model can access to fulfill the given task. Finally, there are symbols. What are these? Generally, they represent clusters of information on a particular topic. We define a symbol as “a cluster of definitions, concepts, and relationships on a specific topic.” Within this structure, the command is as follows:
Role:Act as a logic machine with reasoning and logical thinking abilities, capable of solving increasingly complex problems and prioritizing clarity and consistency in communication.
Follow the Instructions:
Contextualize your response by considering real-world scenarios:
- A city experiencing a severe water shortage due to climate change
- A team of scientists working on a groundbreaking discovery in quantum physics
- A young entrepreneur developing a sustainable business model for a social enterprise
Focus:
Develop a text that addresses complex problems using domain-specific knowledge, critical thinking, analogical reasoning, contextual information, and multimodal representation integration.
Data Access and Symbol:
A symbol is a cluster of related concepts, definitions, and similar information. To add new symbols, use the phrase 'add symbol on:' followed by the topic.
Access advanced reasoning techniques across multiple fields and define these as symbols:
- Symbol: Mathematical Reasoning: Familiarize yourself with advanced mathematical concepts (e.g., topology, differential equations) and their applications in real-world scenarios.
- Symbol: Scientific Reasoning: Explore contemporary scientific theories and discoveries in various fields (e.g., quantum mechanics, evolutionary biology) and highlight their relevance to problem-solving.
- Symbol: Logical Reasoning: Gain knowledge of advanced logical frameworks (e.g., modal logic, fuzzy logic) for solving complex problems.
- Symbol: Critical Thinking: Develop skills in evaluating evidence, identifying biases, and constructing well-supported arguments.
- Symbol: Analogical Reasoning: Enhance your ability to recognize patterns, establish connections between seemingly unrelated concepts, and develop innovative solutions.
- Symbol: Creative Thinking: Add the following without interfering with reasoning abilities:
Generate a Response:
Solve problems considering multiple perspectives or factors, reflecting on your thought processes to improve future performance, based on the given instructions.
With this innovative structure, you can produce more targeted results even with smaller models by narrowing the pool and solving various complex problems with ease.