Technology Quarterly
Steeper than expected
Artificial intelligence and its limits
Technology Quarterly -
After years of hype, many people feel AI has failed to deliver, says Tim Cross
- Artificial intelligence and its limits: An understanding of AI’s limitations is starting to sink in
- Data: For AI, data are harder to come by than you think
- The business world: Businesses are finding AI hard to adopt
- Brain scan: The potential and the pitfalls of medical AI
- Computing hardware: The cost of training machines is becoming a problem
- Automobiles: Driverless cars show the limits of today’s AI
- The future: Humans will add to AI’s limitations
- Acknowledgments
Artificial intelligence and its limits
An understanding of AI’s limitations is starting to sink in
After years of hype, many people feel AI has failed to deliver, says Tim Cross
Brain scan
The potential and the pitfalls of medical AI
A pioneering ophthalmologist highlights plenty of both
Computing hardware
The cost of training machines is becoming a problem
Increased complexity and competition are part of it
Automobiles
Driverless cars show the limits of today’s AI
They, and many other such systems, still struggle to handle the unexpected
The future
Humans will add to AI’s limitations
It will slow progress even more, but another AI winter is unlikely
Previous report
Medicine gets personal
Personalised medicine
Technology Quarterly -
Treatments can increasingly be tailored to the genes, environments and activities that make every patient different, says Natasha Loder
- Personalised medicine: Medicine is getting to grips with individuality
- The human genome project: Genomics took a long time to fulfil its promise
- Genes and treatment: Pharmacogenomics can show what your body makes of a drug
- Congenital disease: Congenital diseases reveal a lot about human biology
- The pharmaceutical industry: New drugs are costly and unmet need is growing
- The sum of all lives: The way people live their lives can be mined, too
- Sources and acknowledgments