Neuro symbolic will fail as quickly as LLMs. Intent or agency is an evolutionary threshold, not a cog sci one. You can’t task vary demands by proxies that are arbitrary and craft continual specifics. That’s what separates math computation from analog integration. There’s never a stop, a bug, a crash in a task that isn’t recoverable unless death, injury or sleep (food, etc) is in order.
Neuro symbolic will fail as quickly as LLMs. Intent or agency is an evolutionary threshold, not a cog sci one. You can’t task vary demands by proxies that are arbitrary and craft continual specifics. That’s what separates math computation from analog integration. There’s never a stop, a bug, a crash in a task that isn’t recoverable unless death, injury or sleep (food, etc) is in order.