Post by Ndubuisi Raphael Agua (@nura23tech)

Good evening tribe. I trust we all had a very good day, and we are adjusting well for the night rest. Let's dive in to our learning.

๐Ÿค– ๐—Ÿ๐—˜๐—ž๐—˜๐—˜๐—Ÿ๐—˜๐—ž๐—˜๐—˜ ๐—ฆ๐—ž๐—œ๐—Ÿ๐—Ÿ ๐—Ÿ๐—”๐—•

๐—˜๐—ฃ๐—œ๐—ฆ๐—ข๐——๐—˜ ๐Ÿฌ๐Ÿฌ๐Ÿฑ โ€” ๐—›๐—ข๐—ช ๐——๐—ข ๐—›๐—จ๐— ๐—”๐—ก๐—ฆ ๐—ง๐—˜๐—”๐—–๐—› ๐—”๐—ก๐—— ๐—š๐—จ๐—œ๐——๐—˜ ๐—”๐—œ? ๐Ÿง ๐Ÿค–

In our last episode, we learned that AI can learn in different ways, but there is something important we need to understand โ€” AI learning does not happen without human involvement

Before AI can learn from many types of data, humans are often involved in preparing that data, organising it and showing the AI what different examples mean

For example, if we want AI to recognise cats and dogs, humans can label thousands of images so the AI has examples to learn from ๐Ÿฑ๐Ÿถ

But it doesnโ€™t stop there

Humans can also review AIโ€™s results, identify mistakes and provide feedback that helps improve the system, especially when the AI produces an answer that is inaccurate, unclear or inappropriate

So when we say AI is learning, it doesnโ€™t mean humans have completely stepped away and allowed the machine to figure everything out by itself

There is usually a process involving DATA โ†’ EXAMPLES โ†’ HUMAN GUIDANCE โ†’ FEEDBACK โ†’ IMPROVEMENT

And, this brings us to an important question ๐Ÿ‘€

๐—œ๐—™ ๐—›๐—จ๐— ๐—”๐—ก๐—ฆ ๐—›๐—˜๐—Ÿ๐—ฃ ๐—ง๐—ฅ๐—”๐—œ๐—ก ๐—”๐—œ, ๐—–๐—”๐—ก ๐—ง๐—›๐—˜๐—œ๐—ฅ ๐— ๐—œ๐—ฆ๐—ง๐—”๐—ž๐—˜๐—ฆ ๐—”๐—™๐—™๐—˜๐—–๐—ง ๐—ง๐—›๐—˜ ๐—”๐—œ?

Thatโ€™s where things get even more interesting ๐Ÿง 

๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป โ€ข ๐—•๐˜‚๐—ถ๐—น๐—ฑ โ€ข ๐—š๐—ฟ๐—ผ๐˜„ โ€ข ๐—˜๐—ฎ๐—ฟ๐—ป

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Good evening tribe. I trust we all had a very good day, and we are adjusting well for the night rest...

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Comments

Vivian Ejike-Ezeani: Very insightful
Rev. Goodidea Sunday: Very insightful! ๐Ÿ‘๐Ÿฝ The point that AI learning involves data, human guidance, feedback and improvement is really important. It reminds us that the quality of human input can greatly affect the quality of AIโ€™s output. ๐Ÿค–๐Ÿง