452 karma · joined November 22, 2020
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There are different opinions and facts
The difference is that human retrieval isn’t a read operation, reconsolidation means recalling a memory destabilizes it and re-stores an altered version. The act of remembering modifies the thing doing the remembering. An LLM’s weights don’t change when you put history in the prompt, and the prompt is discarded intact afterward. There is no state that would indicate any form of consciousness.
There is no form of subjective experience.
We used analogies from nature to describe computers and the same vocabulary and now because of this people now draw reverse conclusions that are not necessarily true
though more an more animals seems to be conscious as we previously thought
No reasoning has nothing to do with what we do. Humans can solve novel problems using sparse information. LLMs can’t do that.
Reasoning is a complex cognitive process that involves causal understanding, mental modeling, intentionality, and abstraction. Instead, transformer-based models statistically predict textual continuations based on patterns learned from extensive training data containing examples of human-written logical processes and problem decompositions.
LLMs produce outputs that superficially resemble human reasoning, but they are merely reproducing observed patterns rather than engaging in genuine cognitive reasoning.
Nope you can’t run an LLM continuously with one prompt, you are probably referring to agent harnesses, what in fact happens it sends additional prompts using a loop and asks in between if the goal is solved, for the LLM every request is completely new, you just add and add history to the prompt. no it is not real memory, an LLM doesn’t learn from each conversation, you just again add text to the prompt (which is history) up until the context window.
No but the guy has intent, has short term memory and has subjective experience, all which a LLM is lacking.
LLMs still can’t reason (don’t confuse with the marketing word) , plan, or understand the world, no emotion, no subjective experience, no memory, no intent.
And yes I would change my opinion if it were logically different, other architectures may pave the way there, but not LLMs