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jadelcastillo

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The dangerous unknowns at the heart of LLMs

yalereview.org
6 points·by jadelcastillo·letzten Monat·0 comments

Steve Eisman is cautious about LLMs, influenced by Gary Marcus

youtube.com
1 points·by jadelcastillo·vor 7 Monaten·0 comments

Nvidia executive Debora Shoquist sells $14.7M worth of NVDA stock

sec.gov
4 points·by jadelcastillo·vor 7 Monaten·1 comments

Huxley-Gödel Machine

arxiv.org
2 points·by jadelcastillo·vor 9 Monaten·1 comments

Hallucination Risk Calculator

github.com
118 points·by jadelcastillo·vor 10 Monaten·42 comments

comments

jadelcastillo
·vor 5 Monaten·discuss
In my country we say: he who robs a thief has a hundred years of pardon.
jadelcastillo
·vor 7 Monaten·discuss
I think this is a good and pragmatic way to approach the use of LLM systems. By translating to an intermediate language, and then processing further symbolically. But probably you can be prompt injected also if you expose sensible "tools" to the LLM.
jadelcastillo
·vor 9 Monaten·discuss
Github repo: https://github.com/metauto-ai/HGM
jadelcastillo
·vor 9 Monaten·discuss
True, but reaching intelligence is more complicated than cleaning some spoons.
jadelcastillo
·vor 9 Monaten·discuss
It's an interesting analogy. But one difference between dishwashers and LLMs is that you don't need to check the dishes afterward (if you maintain and use it properly).
jadelcastillo
·vor 9 Monaten·discuss
Interesting approach, but I guess still lot of work to be done. I tried with this question:

"Alice has 60 brothers and she also has 212 sisters. How many sisters does Alice's brother have?"

But the generated program is not very useful:

{ "sorts": [], "functions": [], "constants": {}, "variables": [ {"name": "num_brothers_of_alice", "sort": "IntSort"}, {"name": "num_sisters_of_alice", "sort": "IntSort"}, {"name": "sisters_of_alice_brother", "sort": "IntSort"} ], "knowledge_base": [ "num_brothers_of_alice == 60", "num_sisters_of_alice == 212", "sisters_of_alice_brother == num_sisters_of_alice + 1" ], "rules": [], "verifications": [ { "name": "Alice\'s brother has 213 sisters", "constraint": "sisters_of_alice_brother == 213" } ], "actions": ["verify_conditions"] }