Artificial Intelligence & data-work e.g., data annotation.

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JustFoundHere
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10 Jan 2022, 4:16 pm

Data work consists of such tasks as data annotation, topic classification, and fact-checking.

Humans still largely augment those tasks in which Artificial Intelligence (AI) is in the loop. Which tasks does Artificial Intelligence (AI) TECH. handle best?

RELATED: In data work, the acronym HITL 'Humans In The Loop' is applied.



JustFoundHere
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15 Jan 2022, 3:47 pm

JustFoundHere wrote:
Data work consists of such tasks as data annotation, topic classification, and fact-checking.

Humans still largely augment those tasks in which Artificial Intelligence (AI) is in the loop. Which tasks does Artificial Intelligence (AI) TECH. handle best?

RELATED: In data work, the acronym HITL 'Humans In The Loop' is applied.


ADDENDUM: Story (esp. first two paragraph-blocks) on how data-work relates to artificial intelligence:
https://mindmatters.ai/2021/11/book-rev ... rstanding/



JustFoundHere
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22 Feb 2022, 7:59 pm

Any experiences??



shlaifu
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25 Feb 2022, 7:15 pm

no, I did read up on synthetic datasets a bit a while ago, when I learned that robots are being trained to navigate the world in video games - where all that additional data is already available and doesn't need to be annotated.
Plus, a whole bunch of other data that's not properly human-intelligible, and how that created things like instagram face filters and such.
But I know nothing about actual human tasks in machine learning.


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