|LLM|INTELLIGENCE|REASONING|
Exploring the bounds of synthetic intelligence: why mastering patterns might not equal real reasoning
I’ve hardly recognized a mathematician who was able to reasoning. — Plato
Reasoning attracts a conclusion, however doesn’t make the conclusion sure, except the thoughts discovers it by the trail of expertise. — Roger Bacon
Large Language Models (LLMs) have proven exceptional capabilities, particularly for classical duties in natural language processing (comparable to query answering). Surprisingly, they confirmed enchancment in complicated duties requiring reasoning (comparable to coding and arithmetic). These capabilities have lengthy been thought-about unique to people. So claiming that LLMs can clear up duties that require reasoning has opened a heated debate.
Can Giant Language Fashions (LLMs) really motive? Or are they only refined sample matchers?