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Re: walterc post# 227978

Saturday, 12/27/2025 3:57:30 PM

Saturday, December 27, 2025 3:57:30 PM

Post# of 232287
I like Groc 😀
And I love AI
( use it everyday)

But wanted to share this today.....since it's very well put, from a nice discussion on Linkedin:

About LLM's:

"It’s that we’ve built systems that don’t know what knowledge is.
They track what’s said most — not what’s true.
As Chomsky would put it:
Language has deep structure. Meaning has grammar.
These models see the surface, not the skeleton.
Popularity is not truth.
Consensus is not understanding.

If 10,000 people repeat the same illusion, the model doesn’t detect illusion — it detects a pattern.
And when you turn crisis, psychosis, and spiritual visions into “entry points” without structure, you’re not meeting people where they are — you’re collapsing categories.
A model without a theory of knowledge will always confuse frequency with fact.
Open data is not the danger.
Structureless learning is.
Truth isn’t democratic.
It’s generative.
And it needs form.

=> https://www.linkedin.com/posts/alexissakova_40-reddit-60-confidence-0-expertise-activity-7410294389173874688-b84Y?utm_source=share&utm_medium=member_desktop&rcm=ACoAAACK3VkBKmG1xV1_1-0llGm7Nl_NVVKsCI0
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