The COMPLETE TRUTH About AI Agents (2024)
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00:00 - Intro to AI agents
01:21 - Generic agent workflows explained
03:06 - Generic workflows for complex tasks
04:08 - Generic workflows improve GPT-3.5 & GPT-4
05:10 - Mixture of agents paper examples
08:13 - Open-source LLMs beat GPT-4 with mixture of agents
09:16 - Few real-world agent use cases currently
09:46 - No-code agent workflow demo in Cassidy AI
13:54 - Multi-On web browsing agent overview
16:27 - Rabbit AI deviโฆ
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Chapters (25)
Intro to AI agents
1:21
Generic agent workflows explained
3:06
Generic workflows for complex tasks
4:08
Generic workflows improve GPT-3.5 & GPT-4
5:10
Mixture of agents paper examples
8:13
Open-source LLMs beat GPT-4 with mixture of agents
9:16
Few real-world agent use cases currently
9:46
No-code agent workflow demo in Cassidy AI
13:54
Multi-On web browsing agent overview
16:27
Rabbit AI device agent & early issues
19:22
Google customer service agent demo
21:14
Devin AI coding agent from Cognition Labs
22:20
OpenAI agent to control user's computer
23:32
Meta's engineering & monetization agents
24:59
IMVU's reasoning-based coding agents
26:26
Challenges making reliable real-world agents
29:38
Hard for agents to do multi-step tasks with few errors
32:45
Google: 1-2 years to multi-modal AI assistants
34:26
Bill Gates on very knowledgeable AI agents
36:18
Nvidia CEO on future AI agent teams in business
39:07
Risks of fully autonomous AI agents
41:01
Key agent parts: tools, memory, planning, actions
42:27
Better language models vs prompts to improve agents
43:48
User interface design key for agent workflows
44:13
New agent workflows for coding tasks
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