2.2 KiB
2.2 KiB
title: AI-Native: The Next Revolution after Cloud Native
weight: 2
tags:
- ai
TBH: This talk feelt more like a advertisement for the speakers boots on ai.
Will AI replace developers?
Opinions
- One Idea: We will slowly shift from Copilot to full autonomy
- Another Baseline: A combination of human + AI will always be better than ai only
- Future Role ov Devs: System thinkers and high level architects that don't write code but manage AIs
- Question: Will AI replace manual workers?
TODO: Steal Slide COATUE Report
What we can actually measure
- Job Openings with AI in the title are growing 600% YoY
- There is a new Role: AI Engineer (focus on tooling and agents)
Future of software
Who creates software?
- Software get's built by many different companies
- Traditional: software companies, enterprises with custom software, and the large players like microsoft and aws
- New: Small non-software companies start building their own custom stuff
TODO: Steal sofware volume slide
How/with whom?
- Basic Agent supported: Ask a question -> Get an answer
- Automatic with review: E.g. a agent that writes automatic replies to all incoming mail that get's reviewed by the user before it is sent
Agent types
- Business Task: Actually do something
- Conversational: Talk to humans
- Research: Look up and summarize
- Analytics: Check outcome and suggest improvements
- Developer: Write Code
- Domain Specific: Custom stuff
The newest stuff on the block: ChatGPT (multimodal) Agent with it's own VM to run code and a multitude of tools
Transformation
- Innovation happens in waves
- Transformation Starts slow: POC -> MVP -> Scale Up new -> Scale down old
- Modes of Operation: Pioneering, Bootstrapping, Scaling, Optimising, Innovating, Optimising
TODO: Steal slide with the diagramm
Results
- The human that reviews is the new bottleneck instead of the human that writes code