Concrete thinking is a more literal form of thinking that focuses on the physical world. Concrete thinkers may take information at face value without thinking beyond or generalizing the information ...
When faced with something new, human beings instinctively reach for comparisons. A child learning about atoms might hear that electrons orbit the nucleus “like planets orbit the sun.” An entrepreneur ...
Abstract: The importance of visual abstract reasoning problems in the field of image processing cannot be overstated. Both Bongard-Logo problems and Raven’s progressive matrices (RPM) belong to the ...
This new paper extends our ICML 2023 publication, "Neural Prediction Errors Enable Analogical Visual Reasoning in Human Intelligence Tests", offering a broader framework for supervised and ...
There is nothing better than deductive reasoning to win a test, belief or an argument. This type of logical argument produce rock-solid conclusions, and not everyone can use it with certainty.
git clone --recurse-submodules https://github.com/yukang123/LLMSymbMech.git cd LLMSymbMech conda env create -f environment.yaml conda activate LLMSymbMech Two GPUs ...
Recent research indicates that LLMs, particularly smaller ones, frequently struggle with robust reasoning. They tend to perform well on familiar questions but falter when those same problems are ...
New reasoning models have something interesting and compelling called “chain of thought.” What that means, in a nutshell, is that the engine spits out a line of text attempting to tell the user what ...
AI reasoning models were supposed to be the industry's next leap, promising smarter systems able to tackle more complex problems and a path to superintelligence. The latest releases from the major ...
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