docs(day1): AI Native Talk notes

content/day1/02_ai-native.md

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+---
+title: AI-Native: The Next Revolution after Cloud Native
+weight: 2
+tags:
+- ai
+---
+
+<!-- {{% button href="https://youtu.be/rkteV6Mzjfs" style="warning" icon="video" %}}Watch talk on YouTube{{% /button %}} -->
+<!-- {{% button href="https://docs.google.com/presentation/d/1nEK0CVC_yQgIDqwsdh-PRihB6dc9RyT-" style="tip" icon="person-chalkboard" %}}Slides{{% /button %}} -->
+
+## 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