Prompt Engineering, Text-to-Video, AlphaTensor... Trends in AI — October 2022

Trends in AI from CODAM (Amsterdam) as part of the World Summit AI, highlighting recent news and research: Nvidia's new TRX GPUs, ACT-1, Sate of AI report, prompt engineering, China vs. US research, Text-to-image and video models, OpenAI's whisper, and more.

Read about it on our blog: https://www.zeta-alpha.com/post/trend...

Panelists:
- Jakub Zavrel (Founder, CEO Zeta Alpha)
- Marzieh Fadaee (Research Lead at Zeta Alpha)
- Sergi Castella (AI Analyst at Zeta Alpha)
- Olivier Sprangers (PhD Student at the University of Amsterdam)

Learn more about Zeta Alpha: https://www.zeta-alpha.com

Timestamps:
00:00 Panelist Introductions
02:17 World AI Week, AIgents and CODAM
04:16 NVidia's new RTX 4090 and 4080 GPUs
04:47 ACT-1 Transformer from Adept AI
5:47 Autonomous lethal weapons use in defense
6:50 AlphaTensor from DeepMind
9:00 CodeGeex a new open-source GitHub copilot
11:40 Tesla AI day
12:20 LAB42 opening in Amsterdam
13:09 Recent Conferences and Workshops
14:40 Prompt engineering
18:43 State of AI Report
22:42 NVidia vs. new AI hardware accelerators
25:25 China vs. US research topic differences
28:03 Text-to-image and video generation in 2022
30:38 Predictions for the next 12 months from Trends in AI
33:25 Zeta Alpha
34:49 Faithful Reasoning Using Large Language Models
40:45 OpenAI Whisper. Robust Speech Recognition via Large-Scale Weak Supervision
43:15 (Meta) Make-A-Video: Text-to-Video Generation without Text-Video Data
45:10 (Google) Imagen Video: High-Definition Video Generation with Diffusion Models
46:10 Promptagator: Few-shot Dense Retrieval From 8 Examples
50:10 Protein Structure Generation vis Folding Diffusion
53:26 GNM: A General NAvigation Model to Drive Any Robot
54:22 Talking to Robots
55:01 Mind's Eye: Grounded Language Model Reasoning Through Simulation
57:30 Mastering the Game of No-Press Diplomacy, Human-AI Coordination...
59:02 GitHub highlights
1:00:36 Outro