My 2017 Undergrad Thesis on AGI (Artificial General Intelligence)

Derek Johnson
27 min readNov 13, 2024
Photo by julien Tromeur on Unsplash

In 2015, I declared my major in philosophy. A big reason why is because I was interested in artificial intelligence and the philosophical implications of artificial “minds” on society. I pondered on questions such as “What is intelligence?” “What is knowledge?” and “What does it mean to be human?”. Ironically, those questions are more relevant than ever in the new age of AI. And for that, it seems fitting to post my paper. I hope you enjoy it!

Summary,

Efficient​ ​Artificial​ ​Intelligence​ ​and​ ​Effective​ ​Human​ ​Intelligence

In​ ​this​ ​essay,​ ​I​ ​argue​ ​that​ ​the​ ​terminology​ ​of​ ​‘strong​ ​AI’​ ​and​ ​‘weak​ ​AI’​ ​can​ ​often​ ​be​ ​misleading. ​ ​Rather​ ​than​ ​thinking​ ​of​ ​artificial​ ​intelligence​ ​as​ ​‘strong​ ​AI’​ ​or​ ​‘weak​ ​AI’,​ ​we​ ​ought to​ ​more​ ​often​ ​refer​ ​to​ ​the​ ​term​ ​‘machine​ ​learning’​ ​and​ ​use​ ​it​ ​in​ ​contexts​ ​of​ ​‘efficient​ ​intelligence’ and​ ​‘effective​ ​intelligence.’​ ​I​ ​will​ ​first​ ​show​ ​that​ ​these​ ​two​ ​​ ​types​ ​of​ ​intelligence​ ​can​ ​be acquired​ ​by​ ​humans​ ​but​ ​that​ ​through​ ​machine​ ​learning,​ ​humans​ ​can​ ​leverage​ ​efficient intelligence,​ ​and​ ​that​ ​with​ ​the​ ​aid​ ​of​ ​humans,​ ​machines​ ​can​ ​leverage​ ​effective​ ​intelligence.​ ​The second​ ​part​ ​of​ ​my​ ​paper​…

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Derek Johnson
Derek Johnson

Written by Derek Johnson

Philosopher | AI Alignment | Software Engineer | Formerly @ Apple & Amazon

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