The Road Ahead The Art of - IARIA€¦ · The Art of Software Engineering The Road Ahead...

The Art of Software Engineeringwww.ars.de

The Road Ahead

ars.de/poll

A different view on A.I. landscape

© ARS Computer und Consulting GmbH 2018 The Road Ahead 2


Gressling I

Chemistry: Structures of Superconductors 1989 - 1997

http://progress_bar_id



Gressling II

Finance and Banking

1998 - 2004



The Art of Software Engineeringwww.ars.de Gressling III

Pharma and

Berlin Start-up

2005 - 2016




The road ahead?

The term inspiresThis is my personal road movie. My personal perspective. How I think. How I run.

Your ideas?

http://www.youtube.com/watch?v=v6QtXzc9KdA&t=540




The road ahead?

The term inspiresThis is my personal road movie. My personal perspective. How I think. How I run.

Your ideas?


https://docs.google.com/file/d/1_Yy0rhXcwpUAghg5ANyhkhzD3tCRYStt/preview



Inspiration by changing the perspective

Creative visualization

the cognitive process of purposefully generating visual mental imagery,

with eyes open or closed,

simulating or recreating visual perception.

https://en.wikipedia.org/wiki/Creative_visualization




Maps

Why maps?

A map is a

symbolic depiction emphasizing

relationships between elements of

some space, such as objects, regions, or themes.

https://en.wikipedia.org/wiki/Map




Catalan Atlas 1375




Terra Incognita

1861

The horror vacui:

decorations, imaginary mountains or mythical creatures

filled the places where no knowledge.

Horror vacui of the scientists?




The Altas of A.I. 2018




Daily Business





https://docs.google.com/file/d/1TxXh9K9EiF_UKVqE_TG5JK5p3jhgxzPs/preview




https://docs.google.com/file/d/12_VkoCeJ-4a1oVzZ488AkGR_6Hfs69c_/preview

BIAS

https://www.pinterest.de/pin/4151824627696142/



Undiscovered or

misaligned descisions

BIAS

http://blog.atomlabor.de/2012/09/tumblr-tipp-das-iphone-5-bzw-maps-unter.html



Data Science- Data





https://docs.google.com/file/d/1XFynyMavJFXWzGZxdnVjFjnYsqccOGU1/preview



Data Science- Methods





https://docs.google.com/file/d/1A44NGkKzeWJzu_C0L9GtT_35MIWVzkAX/preview



Swamp of Marketing





https://docs.google.com/file/d/1vEnmW8XEZ9CjcHvpZUMKveDaqX5s5TfW/preview



Neuron River





https://docs.google.com/file/d/1rKNbf_VbmyhEyi7cKGFdV-YUw3PQ7zgF/preview



Scenarios - Solutions





https://docs.google.com/file/d/1KFKmmhrdDXFQefD3mzcngQ2-I5eXUs3N/preview



Digitalization Desert





https://docs.google.com/file/d/12-FoUXhXiuCesO1rRmOA_7XoBHTkBrzm/preview



Startup Airport





https://docs.google.com/file/d/1s__YVYeGk0RmuW85SYYbMYMatnYOEcJI/preview



Capsules

A capsule is a group of neurons whose activity vector represents the instantiation parameters of a specific type of entity such as an object or an object part.

-> Subsymbolic to symbolic

-> “NN to Object”

https://arxiv.org/abs/1710.09829




Security and Safety





https://docs.google.com/file/d/189E9bQci2nCcFewVCCdBO3i7wTpOZjPb/preview

PoliticsJobs



BIAS

Zagreb Oct 5th 2017

AI as a hidden force in new politics

https://docs.google.com/presentation/d/1VvlAj71kPAWlJYw1dcnBhgp8wQYTD3BIA_xe_P2cMcs/edit#slide=id.g22fe8a9ff1_0_28


The Art of Software Engineeringwww.ars.de Liquid scenarios with ‘real’ A.I.

The AI becomes an advisor to the individual actor (HIL)

The AI becomes a real participant

The AI has domain control

The AI orchestrates the system

http://gressling.com

KI als Faktor im globalen Risiko




https://docs.google.com/file/d/1WbT1v9k-a6NorKJplkW1g96Sa38Sr6sc/preview



Cognitive Channels





https://docs.google.com/file/d/1EOTkudx2iJ_sPpLzBftskv3LHX5aChA8/preview



Companies





https://docs.google.com/file/d/1mdEqbAPdKGNAu7JNr1wGvk-jvMGQkz4Z/preview



Megacity A.I. Periodic System





https://docs.google.com/file/d/1YdDAfHYv9q5_9NUXAEcZ1KjndOqf5-3K/preview



The periodic system of A.I.




Nearby?




A.I. Phylogenesis

“moderne Embryonenkontroverse”Transfer a perspective




Phylogenese




A.I. ModelMarket

Trade Knowledge




More Clusters

◼AI Algorithmenhandel◼https://algorithmia.com/algorithms

https://algorithmia.com/algorithms




‘Real ‘ Horro Vacui?





https://docs.google.com/file/d/19UIZBuKdnYI4KQGFtH_2BBVqzwsGP8u_/preview



AI becomes as religion




http://www.wayofthefuture.church/

Way of the Future ChurchHumans United in support of AI, committed to peaceful transition to the precipice of consciousness.



Thank you!

Our Vision: Software Engineering for a Cognitive World

The Road Ahead The Art of - IARIA€¦ · The Art of Software Engineering The Road Ahead...

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