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Fear and Loathing in Explainability and Transparency: A Savage Journey to the Heart of AI. artificial intelligence for the real world. But what do we have to explain?. What is the context of your AI? Its TRINITY. Lots of choice in AI chickens.
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Fear and Loathing in Explainability and Transparency:A Savage Journey to the Heart of AI artificial intelligence for the real world
Night vision goggles for neural nets/deep learning The moral of the story is: if you need explainability, you can get it
The point: Know your chickens their breeds and breeders
You need to know the egg supply chain The effectiveness of [AI] systems is limited by the machine's current inabilityto explain their decisions and actions to human users. – DARPA, 2016
Product WOW food chain… “it’s the org, stupid” Cultivators, curators, instigators, innovators, understanders, whisperersof the data & They are motivated by WOW!
The point: Eggs are best free range and minimally processed
This is not about artificial intelligence. This is about human intelligence.
The point: Metrics have no moral compass We need you!
A chicken, eggs and bacon walk into a bar… Shut down in ~18h • 660 million users • Avg use 60x/month • Passed Turing test
AI gives you plenty of opportunity for explainability & transparency With the right framework