LLM reasoning types and how it works
A. Types of LLM reasoning Deductive reasoning: In deductive reasoning, one draws a conclusion by assuming the validity of the premises. Since the conclusion in deductive reasoning must always flow logically from the premises, if the premises are true, then the conclusion must also be true. Inductive reasoning: A conclusion is reached by inductive reasoning when supporting evidence is considered and accepted.Based on the facts provided, it is probable that the conclusion is correct, but this is by no means a guarantee. Example: Observation: Every time we see a creature with wings, it is a bird. Observation: We see a creature with wings. Conclusion: The creature is likely to be a bird. Abductive reasoning: In abductive reasoning, one seeks the most plausible explanation for a collection of observation in order to arrive at a conclusion. This conclusion is based on the best available information and represents the most plausible explanation; nonetheless, it should not be ...