The Swyx Mixtape

[Weekend Drop] The Rise of the AI Engineer

Jul 2, 2023
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Episode notes
1
Introduction
00:00 • 5min
2
AI Engineer Summit: The First of Its Kind
04:41 • 2min
3
AI Engineering: A Conference Broad Lanes
06:21 • 2min
4
The Future of Library Management
08:14 • 2min
5
The JavaScriptification of Machine Learning
09:55 • 3min
6
Hugging Face: Open Source Machine Learning Engineer
13:04 • 2min
7
Hugging Face: The Future of Machine Learning
15:13 • 2min
8
The Anatomy of the Brain
16:47 • 3min
9
The Role of an AI Engineer
19:33 • 2min
10
The Rise of the AI Engineer
21:05 • 3min
11
The Importance of AI in Software Engineering
24:10 • 5min
12
The Ideal Job Description for an AI Engineer
29:08 • 2min
13
How to Be an Applied Machine Learning Researcher
31:14 • 2min
14
How to Describe a Research Engineer's Capability in an API
32:50 • 6min
15
The Power of Naming
38:35 • 2min
16
The Future of AI Engineer
40:23 • 2min
17
The Importance of Tools for AI Engineers
42:27 • 2min
18
The Importance of a Good Job Description
44:10 • 3min
19
The Right Questions That Mark You Out as an AI Engineer
47:16 • 2min
20
The Importance of Being Technically Capable and Careful About Doing Things
49:17 • 4min
21
How to Be a Better AI Engineer
52:48 • 2min
22
The Importance of Natural Language Programming
55:07 • 4min
23
The AISDK and the Future of Streaming
59:23 • 4min
24
How to Interview for an AI Team
01:03:05 • 3min
25
The Importance of Community in Engineering
01:05:57 • 2min
26
The Importance of Understanding the Problem and Capabilities
01:07:29 • 2min
27
How to Chat to Your People to Make Them Happy
01:09:58 • 4min
28
How to Share Prompts and Keep Up to Date
01:14:03 • 3min
29
How to Stay Decentralized in the Age of AI
01:17:21 • 2min
30
How to Build More Spaces to Share and Grow
01:19:39 • 2min
31
Lanechain JS: A Complete Reimplementation of Lanechain
01:21:11 • 3min
32
Langchain's Not Being Used in Production at High Traffic AI Sites
01:24:00 • 2min
33
Python: A New User Base for Machine Learning
01:25:32 • 2min
34
The Future of Python
01:27:24 • 3min
35
Eugene's Thoughts on AI Engineers
01:29:55 • 2min
36
The Role of Engineering in Augmented Generation
01:31:36 • 2min
37
The Future of AI
01:34:02 • 2min
38
The Rise of Single Use Agents in Production
01:35:46 • 2min
39
How to Measure Text at Scale and for Production
01:37:31 • 4min
40
DSP: A Descriptive Approach to Prompt Engineering
01:41:09 • 2min
41
How to Approach AI With Persistence
01:43:05 • 2min
42
How to Be an AI Juncures Student
01:44:53 • 4min
43
The Power of Tenacity
01:48:28 • 2min
44
NeoConference: A High Signal Event
01:50:48 • 2min