Your AI is only as smart as its textbook. Ever seen its library?
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This meme is hilarious, but the blind spot it highlights is a multi-million dollar problem.
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We're all sold the dream that AI and Deep Learning can do anything.
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The reality is closer to Phoebe's point: an AI is fundamentally limited by the world it's seen—its training data.
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It reminds me of the infamous AI recruiting tool built by a major tech giant.
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It was designed to find the best candidates but ended up penalizing resumes that included the word "women's" and downgrading graduates from two all-women's colleges.
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Why? Because it was trained on 10 years of the company's past hiring data, which was predominantly male.
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The AI didn't invent a bias against women; it just perfectly learned ours and amplified it at a massive scale.
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Now, think about the answers you get from ChatGPT every day.
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Are you getting a well-rounded truth, or just a confident echo of the data it was fed?
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It's a digital echo chamber if we're not careful.
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What's the most confidently wrong answer an AI has ever given you? Let me know in the comments.
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Data Science Teacher Brandyn
Your AI is only as smart as its textbook. Ever seen its library?
.
This meme is hilarious, but the blind spot it highlights is a multi-million dollar problem.
.
We're all sold the dream that AI and Deep Learning can do anything.
.
The reality is closer to Phoebe's point: an AI is fundamentally limited by the world it's seen—its training data.
.
It reminds me of the infamous AI recruiting tool built by a major tech giant.
.
It was designed to find the best candidates but ended up penalizing resumes that included the word "women's" and downgrading graduates from two all-women's colleges.
.
Why? Because it was trained on 10 years of the company's past hiring data, which was predominantly male.
.
The AI didn't invent a bias against women; it just perfectly learned ours and amplified it at a massive scale.
.
Now, think about the answers you get from ChatGPT every day.
.
Are you getting a well-rounded truth, or just a confident echo of the data it was fed?
.
It's a digital echo chamber if we're not careful.
.
What's the most confidently wrong answer an AI has ever given you? Let me know in the comments.
.
.
.
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2 weeks ago | [YT] | 2