64 lines
2.1 KiB
Markdown
64 lines
2.1 KiB
Markdown
---
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title: AI-Native: The Next Revolution after Cloud Native
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weight: 2
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tags:
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- ai
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---
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<!-- {{% button href="https://youtu.be/rkteV6Mzjfs" style="warning" icon="video" %}}Watch talk on YouTube{{% /button %}} -->
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<!-- {{% button href="https://docs.google.com/presentation/d/1nEK0CVC_yQgIDqwsdh-PRihB6dc9RyT-" style="tip" icon="person-chalkboard" %}}Slides{{% /button %}} -->
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## Will AI replace developers?
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### Opinions
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- One Idea: We will slowly shift from Copilot to full autonomy
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- Another Baseline: A combination of human + AI will always be better than ai only
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- Future Role ov Devs: System thinkers and high level architects that don't write code but manage AIs
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- Question: Will AI replace manual workers?
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TODO: Steal Slide COATUE Report
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### What we can actually measure
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- Job Openings with AI in the title are growing 600% YoY
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- There is a new Role: AI Engineer (focus on tooling and agents)
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## Future of software
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### Who creates software?
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- Software get's built by many different companies
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- Traditional: software companies, enterprises with custom software, and the large players like microsoft and aws
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- New: Small non-software companies start building their own custom stuff
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TODO: Steal sofware volume slide
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### How/with whom?
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- Basic Agent supported: Ask a question -> Get an answer
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- 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
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### Agent types
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- Business Task: Actually do something
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- Conversational: Talk to humans
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- Research: Look up and summarize
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- Analytics: Check outcome and suggest improvements
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- Developer: Write Code
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- Domain Specific: Custom stuff
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The newest stuff on the block: ChatGPT (multimodal) Agent with it's own VM to run code and a multitude of tools
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## Transformation
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- Innovation happens in waves
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- Transformation Starts slow: POC -> MVP -> Scale Up new -> Scale down old
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- Modes of Operation: Pioneering, Bootstrapping, Scaling, Optimising, Innovating, Optimising
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TODO: Steal slide with the diagramm
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## Results
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- The human that reviews is the new bottleneck instead of the human that writes code
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