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Eight Things to Know about Large Language Models

8 things experts know about LLMs (large language models) and you should know about them too. ► Sponsor: Prodigy 👉 https://prodi.gy/ Check out our #MachineLearning Quiz Questions:    / aicoffeebreak   ➡️ AI Coffee Break Merch! 🛍️ https://aicoffeebreak.creator-spring.... 📜 Bowman, Samuel R. "Eight things to know about large language models." arXiv preprint arXiv:2304.00612 (2023). https://arxiv.org/abs/2304.00612 📺 Debate On AGI: Existential or Non-existential? (Connor Leahy, Joseph Jacks) [MLST LIVE] https://www.youtube.com/live/Mw7BHDboARY 📺 OpenAI suggests AI licenses (US Senate hearing on AI regulation w/ Sam Altman)    • OpenAI suggests AI licenses (US Senat...   ☕ ChatGPT vs. Sparrow:    • ChatGPT vs Sparrow - Battle of Chatbots   ☕ Why does ChatGPT lie:    • Why ChatGPT fails | Language Model Li...   ☕ Language models vs. meaning:    • Can language models understand? Bende...   ☕ Can AI be moral?    • Moral Self-Correction in Large Langua...   Thanks to our Patrons who support us in Tier 2, 3, 4: 🙏 Dres. Trost GbR, Siltax, Kshitij, Edvard Grødem, Vignesh Valliappan, Mutual Information 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 ▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀ 🔥 Optionally, pay us a coffee to help with our Coffee Bean production! ☕ Patreon:   / aicoffeebreak   Ko-fi: https://ko-fi.com/aicoffeebreak ▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀ 🔗 Links: AICoffeeBreakQuiz:    / aicoffeebreak   Twitter:   / aicoffeebreak   Reddit:   / aicoffeebreak   YouTube:    / aicoffeebreak   #AICoffeeBreak #MsCoffeeBean #MachineLearning #AI #research​ Video editing: Nils Trost