Mind Matters Natural and Artificial Intelligence News and Analysis

CategoryAutonomous vehicles

Deep learning neural network AI Artificial intelligence concept

Programmer: Deep Learning Can’t Give Us Computers That Think

Artificial general intelligence (AGI) — computers that think like humans — would need to be able to generalize, which he says Deep Learning doesn’t do

At Medium late last year, a programmer/researcher who writes under the name “Rebel Science,” assessed Deep Learning, a favorite of the self-driving car quest, as “useless” because it can’t generalize: The biggest problem with DL is its inherent inability to effectively generalize. Without generalization, edge cases are an insurmountable problem, something that the autonomous vehicle industry found out the hard way after wasting more than $100 billion by betting on DL. Rebel Science, “Deep Learning Is Not Just Inadequate for Solving AGI, It Is Useless” at Medium (Nov 2, 2022) Displaying for readers a picture of a bicycle, he continues, A deep neural network cannot perceive this bicycle unless it has been previously trained to recognize it. Generalization is the Read More ›

Autonomous vehicles driving over the Golden Gate bridge in San Francisco

Driverless Cars Need Smarter Roads: A Tale From San Francisco

As Jonathan Bartlett notes, the recent Frisco foul-up shows the need for roads adapted to include self-driving cars

The future was here, briefly at least. The driverless cars of GM’s autonomous driving unit, Cruise, started charging fares early last month in a limited area in San Francisco. Google’s Waymo also operates driverless cars in Frisco but hasn’t yet started charging fares. With the regulators and the tech media, it certainly seemed like all systems were go: The era of commercial autonomous robotaxi service is here — Cruise officially became the first company to offer fared rides to the general public in a major city as of late Wednesday. The milestone comes after Cruise received official approval from the California Public Utilities Commission in early June to operate driverless in a commercial capacity. Initially, Cruise’s driverless autonomous offering will Read More ›