Eight Things to Know about Large Language Models

8 things experts know about LLMs (large language models) and you should know about them too.
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📜 Bowman, Samuel R. "Eight things to know about large language models." arXiv preprint arXiv:2304.00612 (2023). https://arxiv.org/abs/2304.00612
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☕ ChatGPT vs. Sparrow: https://youtu.be/SWwQ3k-DWyo
☕ Why does ChatGPT lie: https://youtu.be/XstVY5epRWs
☕ Language models vs. meaning: https://youtu.be/R80kc5cwEUw
☕ Can AI be moral? https://youtu.be/X_RKCTpuYRA

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Outline:
00:00 Eight facts about Large Language Models
01:15 Prodigy (Sponsor)
02:15 LLMs complete sentences (like ChatGPT)
02:44 (1) LLMs get better with size
04:06 (2) LLMs surprise with emergent abilities
06:32 (3) LLMs seem to have "mental models"
07:45 (4) You cannot reliably steer LLMs
09:13 (5) Nobody knows why LLMs work
10:46 (6) They can outperform humans
11:35 (7) AI Alignment
11:41 (8) LLMs make for a great first impression
13:15 (9) They do not train for truth
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Видео Eight Things to Know about Large Language Models канала AI Coffee Break with Letitia