On the AI topic: The problem may be with oversimplified models, rather than a genuine feature of the neural network approach. The original paper states: "Notably, the human recognizability of a model’s metamers was well predicted by other models’ recognition of the same metamers, suggesting that the discrepancy with humans lies in idiosyncratic model-specific invariances." In other words, the AI models are to simplistic, the new patterns that humans cannot recognize are artifacts of a specific model. They disappear if an entire ensemble of models must agree, not just a single model.
The clear difference is that humans have experience dating back thousands of years. AI has no experience other than what is programmed in. That's Not Experience and Never will be.
If you can imagine what 1924 looked like versus today; you have some inkling of how different 2124 will be from today. Given the accelerated pace of change however, 100 years from now AI or Robotics will do most of our complex thinking and tasks for us.
Inspire of our advance tech, we human are still stressed up, inspire of the ax, we have chain saws, laundry - washing machines, math problems- calculator, flows - tractors, mails - telegraphs, phones,internets etc, yet look at humanity, even with Ai humans will always be d same, dissatisfied
On the AI topic: The problem may be with oversimplified models, rather than a genuine feature of the neural network approach. The original paper states: "Notably, the human recognizability of a model’s metamers was well predicted by other models’ recognition of the same metamers, suggesting that the discrepancy with humans lies in idiosyncratic model-specific invariances." In other words, the AI models are to simplistic, the new patterns that humans cannot recognize are artifacts of a specific model. They disappear if an entire ensemble of models must agree, not just a single model.
Useful comments on how these new JWT findings affect or don’t affect the Big Bang models (unlike the click bait hype elsewhere). Thanks.
The clear difference is that humans have experience dating back thousands of years.
AI has no experience other than what is programmed in. That's Not Experience and Never will be.
If you can imagine what 1924 looked like versus today; you have some inkling of how different 2124 will be from today. Given the accelerated pace of change however, 100 years from now AI or Robotics will do most of our complex thinking and tasks for us.
Inspire of our advance tech, we human are still stressed up, inspire of the ax, we have chain saws, laundry - washing machines, math problems- calculator, flows - tractors, mails - telegraphs, phones,internets etc, yet look at humanity, even with Ai humans will always be d same, dissatisfied
If a neural network is trained on dogs and cats, what would it say when shown a culpeo, a margay, a fossa, a hyena, a bear, or a horse?