Humans can take in a remarkable array of stimuli in order to perform tasks that are not cause and effect through optic flow. AI is stuck behind a veil of predicted tokens.
In essence, AI cannot automate mimicry of understanding even when the magic act demonstrates. Events are already tapeworms, but our skillset is so stuck behind the veil of folk psychology and f science, we are merely pretending we understand these events.
So a tapeworm format is probably somewhat like a non-causal contradictory event that may have infinite semantic readings. Think edges of paradox: Kubrick, Escher, Cezanne, Giorgione, Song Dynasty landscapes, Heraclitus, find the Koanic paradoxes of the East and keep conjoining them. Think beyond words, as thoughts are wordless, the tapeworms are out there, math doesn't and can't see them.
This is what's so jarring about meme-culture, which are tapeworms to AI as they are tapeworms to narrative containment culture, what might be viewed as academia/intelligensia/CS engineering/plain English media, the tapeworms are here, CS I think assumes the causal/semantic linkages are simple, meaning is low-bandwidth, but the reality is semantic is both limitless (any event) and illusory (meme-culture ie several memes in sequence). AI has no path in either case.
Once you attach the nearly limitless loads of meaning available to event-perception (use cognitive mapping in neuroscience where behavior has no meaning, it simply has tasks and task demands vary wildly so that semantic loads are factors rather than simple numbers), LLMs appear to be like puppets of folk psychology using tokens predictably in embedded space. These tokens have nothing to do with the reality of knowledge or events. Of course engineers can't grasp this, you've been severely limited to using folk psychology infected cog sci as a base of where your code is developed from, when in reality, it's almost totally illusory. CS has no future game in probability, it's now a bureaucracy. The millions or billions of parameters have zero access to problems like these that sit beyond cog sci, I'll let Kelso zing it
https://drive.google.com/file/d/1oK0E4siLUv9MFCYuOoG0Jir_65T...
Of course we can concatenate meanings from his behavior and clues, but these meanings are not accessible in AI or narratives. You're essentially throwing in the towel as proof legacy explanations have died in automation in AI.
Face it CS, your approach is bureaucratic, for enforcing the dead status-quo of knowledge, not for the leading edges.
But of course we do! The right-wing groyper theory crashed on the rocks so we're left with a deranged leftist who killed in the name of his leftism.
Just want to memorialize that. Calling it here.