Intellectual Debt and the Death of the Programmer
Neil D. Lawrence
Distinguished Lecture Series on Information Engineering
Service-oriented Architecture
The Death of the Programmer
FIT Models to FIT Systems
Data-oriented Architectures
Milan
A general-purpose stream algebra that encodes relationships between data streams (the Milan Intermediate Language or Milan IL)
A Scala library for building programs in that algebra.
A compiler that takes programs expressed in Milan IL and produces a Flink application that executes the program.
The Census and the Big Data Paradox
Conclusion
- AI Fallacy incorrectly suggests machines will adapt to us.
- Reality is a greater need for explanation of decision making.
- Roadmap to address this challenge involves:
- The Milan IL Algebra
- Meta modelling with e.g. Emukit