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AI system self-organises to develop features of brains of complex organisms

As neural systems such as the brain organise themselves and make connections, they have to balance competing demands. For example, energy and resources are

United kingdomDanyal akarcaDuncan astleJohn duncanGoogle deepmindJascha achterbergResearch councilCambridge department of psychiatryResearch council cognitionUniversity of cambridgeJamess mcdonnell foundationBrain sciences unitTempleton world charity foundationGates scholarMedical research council cognitionNature machine intelligence

How Sure Is Sure? Incorporating Human Error Into Machine Learning

How Sure Is Sure? Incorporating Human Error Into Machine Learning
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United kingdomAdrian wellerGoogle deepmindMateo espinosa zarlengaMateja jamnikKrishnamurthy dvijothamKatherine collinsUmang bhattKatherinem collinsNaveen ramanMatthew barkerIlia sucholutskyCambridge department of engineeringUnited kingdom researchGonville caius collegeAlan turing institute

Research could improve the safety and reliability of human-in-the-loop AI systems

Researchers are developing a way to incorporate one of the most human of characteristics – uncertainty – into machine learning systems.

United kingdomDanielle ellisKatherine collinsMatthew barkerGoogle deepmindUnited kingdom researchAlan turing instituteGates cambridgeCambridge department of engineeringUniversity of cambridgeMarshall commissionSciences research councilCaius collegeArtificial intelligenceFirst authorCambridge trust

Incorporating Human Error Into Machine Learning Methodologies

Incorporating Human Error Into Machine Learning Methodologies
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United kingdomMatthew barkerGoogle deepmindKatherine collinsAlan turing instituteUnited kingdom researchSciences research councilGates cambridgeUniversity of cambridgeCaius collegeMarshall commissionCambridge department of engineeringArtificial intelligenceCambridge trustLeverhulme trustGates cambridge trust

Quantifying Human Error in Machine Learning: Cambridge Study

Quantifying Human Error in Machine Learning: Cambridge Study
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United kingdomGoogle deepmindMatthew barkerKatherinem collinsKatherine collinsUniversity of cambridgeCambridge department of engineeringMarshall commissionGonville caius collegeGates cambridgeUnited kingdom researchSciences research councilAlan turing instituteArtificial intelligenceCaius collegeCambridge trust