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How CAPTCHA is training AI, reading ancient texts
February 22, 2026
|Hindustan Times Ranchi
A LESSON IN EVERY CLICK
It is essentially a test meant to distinguish bots from humans, block the former and usher in the latter.
That's why it's called the Completely Automated Public Turing test to tell Computers and Humans Apart. But because of its vast reach, and stellar text recognition capabilities, CAPTCHA software has been used in a range of other ways. Take a look.
Helping read ancient texts
For decades now, libraries, publishing houses and media companies attempting to digitise texts have run into a timeless problem: that of people gathering to squint at a word and go: What does that say?!
In some cases, manuscripts have frayed; in others, old newsprint has faded.
Using CAPTCHA, it turned out that scattered multitudes could help, by metaphorically gathering around and hazarding a guess at what the errant letters might be.
Letters and words that character-recognition software could not reliably decipher were repurposed as CAPTCHA challenges, and presented in their distorted forms. As internet users around the world typed out the letter these called to mind for them, the results often produced an aha moment, confirming what archivists had guessed. At other times, the test generated user consensus strong enough to produce high-confidence transcriptions for major archives, including that of The New York Times.
هذه القصة من طبعة February 22, 2026 من Hindustan Times Ranchi.
اشترك في Magzter GOLD للوصول إلى آلاف القصص المتميزة المنسقة، وأكثر من 9000 مجلة وصحيفة.
هل أنت مشترك بالفعل؟ تسجيل الدخول
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How many times have we squinted at curly letters, or clicked on squares with a traffic light just to prove: 'I'm not a robot'? Since 2000, CAPTCHA has been the trusty internet gatekeeper, evolving from distorted text to image grids, audio prompts, mini games. Over the past decade, this test has been slipping into the background. Take a look at how we created a form of invisible surveillance, who gets left out at the gate, and how we're inadvertently teaching the machine to see and think like us
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How CAPTCHA is training AI, reading ancient texts
A LESSON IN EVERY CLICK
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