Would be nice to have details of their algorithmic approach, instead of some nebulous buzzword like ‘Recursive Cortical Network’. I suppose it does hint somewhat at neural networks...
Their website also seems to emphasize the wrong thing—emphasizing the potential of visual processing algorithms and such. I would be more worried about whether their team is smart/visionary/revolutionary enough to make significant headway on such a difficult problem. Because they’re emphasizing the ‘wrong’ things, it sets off my ‘Solyndra’ alarms.
Modern highly processed food is optimized to our sense of taste, to the extent that they can be called superstimuli. They are also correspondingly unhealthier, on many metrics. (I suppose this is the part in contention… I don’t have any sources for this claim, sorry.)
The paleo diet, as well as the Atkins diet and other diets, inadvertently ‘works’ because highly processed foods tend to be carb-based (crackers, cookies, chips, sugary cereals, sugary yogurts, sugary soft drinks, sugary baked goods), and are thus excluded.