Our creations approach or exceed our capabilities in areas long believed to be uniquely human: deduction, recall, reasoning, pattern recognition, the processing of language, the modelling and prediction of the world.
Flow is a term coined by psychologist Mihalyi Csikszentmihalyi to describe a person's optimal balance between boredom (the task falls short of our capabilities) and anxiety (the task exceeds our capabilities).
They are symptoms of a deeper condition — which is the reality that medicine's complexity has exceeded our individual capabilities as doctors.
As Atul Gawande said in his second Reith lecture on 2 December, the volume of knowledge and skill in medicine has exceeded our individual capabilities, and this is certainly true in general practice.
If ever there was time of greatest need, it would be most useful to implement the Golden Rule and Peace on Earth at last, even though they have proven to exceed our mental capabilities since no institution has made a breakthrough in many thousands of years of trying with far too many millions of lives sacrificed to make the right things happen to perpetuate the human race.
The optimization includes three major themes (1) developing algal strains that are thoroughly characterized (genetically and physiologically) for all aspects of the production process (2) demonstrating performance at the pilot scale and (3) improving the design and engineering of the process or apparatus – until sustained performance values are equal to or exceed our present capabilities.
We first sought to reduce the number of Haar-like features in the tongue images, which exceeded our computing capabilities.
From beginning to end this is a story about capability, about our reach exceeding our grasp.
But if AI systems can be designed to learn from humans in this way, it should ensure that they remain under human control even when they develop capabilities that exceed our own.
With the genome in hand, we can decipher the methods used by these simple animals to produce materials that far exceed our current engineering and chemistry capabilities". The research was funded primarily by the Department of Energy through JGI and by the Australian Research Council.
We deferred using multiple imputation methods given the complex survey design and the number of records (millions) requiring computation power exceeding the capability of our research team.
