5 new Software Engineer Jobs that "AI" will make (that aren't for ML specialists)
Not only with "AI" LLMs like Devin not take all the Developer Jobs, but there will be new Software Engineering opportunities made by "AI" in the future. And i'm not talking about "AI" Jobs like Machine Learning Experts. These are jobs for Existing Developers and Software Engineers living in a world full or ChatGPT and Claude and Gemini.
Don't believe the hype about there being no human programmers left in five years. "AI" Models are software, and ALL SOFTWARE HAS BUGS, and with bugs come opportunities.
Chapters:
00:00 Intro
01:57 Number One: New Startups
02:02 Number One Part 1: No-Code Web History
03:45 Number One Part 2: LLM Startups, Likewise
05:24 Number Two: Automation created more products
08:20 Number Three: Customizing LLM Models
10:15 Lora and ControlNet Demo
11:19 Number Four: Debugging LLM Generated Code
12:23 Number Four Part 1: What was it thinking?
15:23 Number Four part 2: Regression Bugs
16:37 Number Four part 3: LLMs have Bugs in their own code
17:30 Part Five: Adversarial Attacks
20:12 Adversarial Attack Examples
20:31 Hope that wasn't depressing, too.
20:39 SignOff
Links from the video:
For more on ComfyUI/StableDiffusion (This guy is great):
/ @sedetweiler
Paper on LoRAs: https://huggingface.co/papers/2106.09685
Info on ControlNets: https://docs.nvidia.com/nemo-framewor...
Debugging Quote: https://en.wikiquote.org/wiki/Brian_K...
Top 25 worst kinds of bugs: https://cwe.mitre.org/top25/archive/2...
The design that allowed for buffer overflow bugs:
https://www.infoq.com/presentations/N...
And these are the kinds of bugs that will make Buffer Overflows seem like child's play:
https://www.vox.com/future-perfect/20...
https://www.wired.com/story/tesla-spe...
https://www.technologyreview.com/2019...
https://openai.com/research/attacking...
https://www.wired.com/story/ai-advers...
https://www.pcmag.com/news/this-silly...
NOTE: (Not that anyone will read this, but) When this video uses the term "AI." it (like most of the current discourse these days) means current and near future "Generative AI" a.k.a. Large Language Models. If you're thinking about the Agents from the Matrix or the Robots from Terminator, that's DIFFERENT. That's the OTHER AI, the Human-Intelligence General AI, Sometimes called "AGI." That DOES NOT EXIST. For the time being it's PURE FICTION. It may get here soon, although I (and a lot of people smarter than me) seriously doubt it, but we'll see.
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