Anatomy of an AI System

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AnalyticalEngine
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Joined: Sun Sep 02, 2018 11:57 am

Anatomy of an AI System

Post by AnalyticalEngine »

This article breaks down the entire supply and production chain of the Amazon Echo. It's a good example of just how connected the entire economy is, and how something as simple as the Echo is actually hiding a supply chain that spans the entire globe

https://anatomyof.ai/

Some choice quotes:
Put simply: each small moment of convenience – be it answering a question, turning on a light, or playing a song – requires a vast planetary network, fueled by the extraction of non-renewable materials, labor, and data. The scale of resources required is many magnitudes greater than the energy and labor it would take a human to operate a household appliance or flick a switch

7Wannabe5
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Re: Anatomy of an AI System

Post by 7Wannabe5 »

Very interesting. I did a couple of online data science courses, and they just seemed kind of old-fashioned nerdy to me. So, while resting my brain from attempts to “tidy” data related to passengers on the Titanic, I sometimes wondered why people were being paid so much to do this sort of work. The easiest example of a system I could come up with involved apps used for transport. Some bicycle-riding-green-smoothie-drinking-nerd-written AI wiki program causing a whole line of cars burning fossil fuels in the moment to simultaneously decide to exit on to service drive to avoid sofa that fell off the back of a truck on the highway.

IOW, it is the case that income remains proportional to control of energy resources in modern situations/ systems where an individual is not obviously, for instance, the foreman of a construction crew or commander of a platoon.

tonyedgecombe
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Re: Anatomy of an AI System

Post by tonyedgecombe »

It has been estimated that one container ship can emit as much pollution as 50 million cars
Isn't that like comparing chalk and cheese. For a start the car isn't an alternative to the cargo ship. Second the pollution characteristics are completely different.

The main problem I have with the Echo is it's a consumption device, it's whole existence is predicated on the expectation that Amazon will sell you more stuff if you have one in your home. Turning on lights is a side issue that just happens to help get it into your house.

prognastat
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Re: Anatomy of an AI System

Post by prognastat »

It's all about lowering sales friction. Also I'm sure that part of it is also the access to a mass trove of data to teach algorithms with.

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