While effective, this approach has notable limitations: it heavily relies on human annotations, making it costly and difficult to scale; models only mimic humans, struggling to surpass human reasoning ...

Recently, the research achievements of the DeepSeek team were featured on the cover of Nature magazine under the title "DeepSeek-R1 incentivizes reasoning in LLMs through reinforcement learning," ...

This is a preview. Log in through your library . Abstract The term fuzzy logic is used in this paper to describe an imprecise logical system, FL, in which the truth-values are fuzzy subsets of the ...

Chandan Singh Gughtyal has been teaching Maths in boarding schools in India for about 28 years. He has experience of working as an assistant housemaster, housemaster, resident dorm parent, and dorm ...