Will LLMs Get Us To AGI?
a16z
View ChannelAbout
a16z is a venture capital firm that invests in software eating the world. Each week, we share videos on technology trends and advice for building companies. The views expressed here are those of the individual personnel quoted and are not the views of a16z or its affiliates. This content is provided for informational purposes only, and should not be relied upon as legal, business, investment, or tax advice. Furthermore, this content is not directed at nor intended for use by any investors or prospective investors and may not under any circumstances be relied upon when making a decision to invest in any a16z funds. PLEASE SEE MORE HERE: https://a16z.com/disclosures/
Latest Posts
Video Description
LLMs have made tremendous progress in modeling human language. But can they go beyond that to make new discoveries and move the needle on novel scientific progress? We sat down with distinguished Columbia CS professor Vishal Misra to discuss this, plus why chain-of-thought reasoning works so well, and what real AGI would look like. Timecodes: 0:00 Intro 0:32 How LLMs and humans reason through manifolds 4:15 Token prediction, entropy & confidence 8:05 Chain-of-thought reasoning and entropy reduction 10:20 Vishal’s background 14:10 Inventing RAG 17:30 The rise of LLMs and the question of plateau 21:00 The Matrix Model / how prompts map to token distributions 28:10 Why LLMs can’t recursively self-improve 34:02 Defining AGI 38:25 Future architectures & multimodal intelligence 42:00 Modeling vs prompt engineering 47:20 What would prove AGI has arrived? 50:01 Closing thoughts Resources: Follow Dr. Misra on X: https://x.com/vishalmisra Follow Martin on X: https://x.com/martin_casado Stay Updated: If you enjoyed this episode, be sure to like, subscribe, and share with your friends! Find a16z on X: https://x.com/a16z Find a16z on LinkedIn: https://www.linkedin.com/company/a16z Listen to the a16z Podcast on Spotify: https://open.spotify.com/show/5bC65RDvs3oxnLyqqvkUYX Listen to the a16z Podcast on Apple Podcasts: https://podcasts.apple.com/us/podcast/a16z-podcast/id842818711 Follow our host: https://x.com/eriktorenberg Please note that the content here is for informational purposes only; should NOT be taken as legal, business, tax, or investment advice or be used to evaluate any investment or security; and is not directed at any investors or potential investors in any a16z fund. a16z and its affiliates may maintain investments in the companies discussed. For more details please see a16z.com/disclosures.
You May Also Like
Upgrade Your AI Learning
AI-recommended products based on this video

MSI Thin 15 Gaming Laptop, 15.6" 144 Hz IPS Display, AMD Ryzen 9 8945HS, NVIDIA RTX 4060 8GB GDDR6, 32 GB DDR5, 2 TB SSD, with Windows 11 Pro, Office Pro Lifetime License, Mouse, USB C Flash Drive

Skytech Rampage Gaming PC, Intel i7 14700K 3.4 GHz (5.5GHz Turbo Boost), NVIDIA RTX 4070 Super 12GB GDDR6X, 2TB SSD, 32GB DDR5 RAM 5600 RGB, 750W Gold PSU, 360mm AIO, Wi-Fi, Win 11 Home

acer Nitro V 15 Gaming Laptop, 15.6" 144Hz FHD Display, Intel 10-Core i7-13620H, NVIDIA GeForce RTX 4060, 64 GB DDR5 RAM, 4 TB SSD, Backlit Keyboard, Microsoft Office Lifetime License, Windows 11 Pro

acer Nitro V 15 Gaming Laptop, Microsoft Office Lifetime License & Windows 11 Pro, 15.6" 144Hz FHD Display, Intel 10-Core i7-13620H, NVIDIA GeForce RTX 4060, 64GB DDR5 RAM, 4TB SSD, Backlit Keyboard

Soundcore by Anker P20i True Wireless Earbuds, 10mm Drivers with Big Bass, Bluetooth 5.3, 30H Long Playtime, Water-Resistant, 2 Mics for AI Clear Calls, 22 Preset EQs, Customization (Blue)

Soundcore Liberty 4 Pro by Anker, Noise Cancelling Wireless Earbuds, 7-Sensor and Real-Time Adaptive Noise Cancelling, 2× Faster Charging, Studio-Level Hi-Fi Music, Clear Calls with 6 Mics and AI

Soundcore by Anker P20i True Wireless Earbuds, 10mm Drivers with Big Bass, Bluetooth 5.3, 30H Long Playtime, Water-Resistant, 2 Mics for AI Clear Calls, 22 Preset EQs, Customization (Blue)

Soundcore Liberty 4 Pro by Anker, Noise Cancelling Wireless Earbuds, 7-Sensor and Real-Time Adaptive Noise Cancelling, 2× Faster Charging, Studio-Level Hi-Fi Music, Clear Calls with 6 Mics and AI

Soundcore by Anker P20i True Wireless Earbuds, 10mm Drivers with Big Bass, Bluetooth 5.3, 30H Long Playtime, Water-Resistant, 2 Mics for AI Clear Calls, 22 Preset EQs, Customization (Blue)

2025 AI Portable Fan Rechargeable, 4 Speeds 6600RPM Strong Airflow, Personal Waist Fan with up to 25H of Working Time, Hands-Free Hanging Neck Fan, Wearable Belt Fan for Camping, Outdoor, Jobsite

















