Explainable artificial intelligence: Difference between revisions

Revision as of 10:31, 17 July 2017

Revision as of 12:02, 17 July 2017

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* 13.07.2017: Accenture recommends, "Responsible AI: Why we need Explainable AI" <ref>{{cite web|title=Responsible AI: Why we need Explainable AI|url=https://www.youtube.com/watch?v=A668RoogabM|website=YouTube|publisher=Accenture|accessdate=17 July 2017}}</ref>

== Recent developmentsAccountability ==

A cross-section of industrial sectors will be affected by these requirements as accountability is delegated to a greater or lesser extent from humans to machines.

Examples of these effects have already been seen:

- 1998: Neual Network Tank imaging <ref>{{cite web|title=Neual Network Tank image|url=https://neil.fraser.name/writing/tank/|website=Neil Fraser|publisher=Neil Fraser|accessdate=17 July 2017}}</ref>

- 2004: Antenna design ([[Evolved Antenna]]) <ref>{{cite web|title=NASA 'Evolutionary' software automatically designs antenna|url=https://www.nasa.gov/mission_pages/st-5/main/04-55AR.html|website=NASA|publisher=NASA|accessdate=17 July 2017}}</ref>

- Algorithmic trading ([[High-frequency trading]]) <ref>{{cite web|title=The Flash Crash: The Impact of High Frequency

Trading on an Electronic Market|url=http://www.cftc.gov/idc/groups/public/@economicanalysis/documents/file/oce_flashcrash0314.pdf|website=Commodity Futures Trading Commission|publisher=Commodity Futures Trading Commission|accessdate=17 July 2017}}</ref>

- Medical diagnosis

- Autonomous vehicles

== Recent developments ==

As regulators, official bodies and general users dependency on AI-based dynamic systems, clearer accountability will be required for decision making processes to ensure trust and transparency. The evidence of this requirement gaining more momentum is evident in the first global conference exclusively dedicated to this emerging discipline:

* 20.08.2017: International Joint Conference on Artificial Intelligence: Workshop on Explainable Artificial Intelligence (XAI) <ref>{{cite web|title=IJCAI 2017 Workshop on Explainable Artificial Intelligence (XAI)|url=http://home.earthlink.net/~dwaha/research/meetings/ijcai17-xai/|website=Earthlink|publisher=IJCAI |accessdate=17 July 2017}}</ref>

Explainable Artificial Intelligence (XAI) <ref>{{cite web|title=IJCAI 2017 Workshop on Explainable Artificial Intelligence (XAI)|url=http://home.earthlink.net/~dwaha/research/meetings/ijcai17-xai/|website=Earthlink|publisher=IJCAI |accessdate=17 July 2017}}</ref>

== External links ==