%0 Journal Article %1 mitchell2019artificial %A Mitchell, Melanie %D 2019 %J Information %K ai deep_neural_networks meaning mitchell understanding %N 2 %P 51 %R 10.3390/info10020051 %T Artificial Intelligence Hits the Barrier of Meaning %U https://www.mdpi.com/2078-2489/10/2/51 %V 10 %X Today’s AI systems sorely lack the essence of human intelligence: Understanding the situations we experience, being able to grasp their meaning. The lack of humanlike understanding in machines is underscored by recent studies demonstrating lack of robustness of state-of-the-art deep-learning systems. Deeper networks and larger datasets alone are not likely to unlock AI’s “barrier of meaning”; instead the field will need to embrace its original roots as an interdisciplinary science of intelligence.

@article{mitchell2019artificial, abstract = {Today’s AI systems sorely lack the essence of human intelligence: Understanding the situations we experience, being able to grasp their meaning. The lack of humanlike understanding in machines is underscored by recent studies demonstrating lack of robustness of state-of-the-art deep-learning systems. Deeper networks and larger datasets alone are not likely to unlock AI’s “barrier of meaning”; instead the field will need to embrace its original roots as an interdisciplinary science of intelligence.}, added-at = {2024-03-07T11:35:27.000+0100}, article-number = {51}, author = {Mitchell, Melanie}, biburl = {https://www.bibsonomy.org/bibtex/25e930fddb35d0e46830e84357c730ba6/tabularii}, description = {Information | Free Full-Text | Artificial Intelligence Hits the Barrier of Meaning}, doi = {10.3390/info10020051}, interhash = {56df8974811946ab0a66e1956c857b0f}, intrahash = {5e930fddb35d0e46830e84357c730ba6}, issn = {2078-2489}, journal = {Information}, keywords = {ai deep_neural_networks meaning mitchell understanding}, number = 2, pages = 51, timestamp = {2024-03-07T11:42:16.000+0100}, title = {Artificial Intelligence Hits the Barrier of Meaning}, url = {https://www.mdpi.com/2078-2489/10/2/51}, volume = 10, year = 2019 }