Trending News: MT. K Kapital raises second fund of ₹4,000 crore, plans expansion in Pune, Bengaluru and Delhi NCRMT. K Kapital raises second fund of ₹4,000 crore, plans expansion in Pune, Bengaluru and Delhi NCRMT. K Kapital raises second fund of ₹4,000 crore, plans expansion in Pune, Bengaluru and Delhi NCRMT. K Kapital raises second fund of ₹4,000 crore, plans expansion in Pune, Bengaluru and Delhi NCRMT. K Kapital raises second fund of ₹4,000 crore, plans expansion in Pune, Bengaluru and Delhi NCRMT. K Kapital raises second fund of ₹4,000 crore, plans expansion in Pune, Bengaluru and Delhi NCRMT. K Kapital raises second fund of ₹4,000 crore, plans expansion in Pune, Bengaluru and Delhi NCRMT. K Kapital raises second fund of ₹4,000 crore, plans expansion in Pune, Bengaluru and Delhi NCRMT. K Kapital raises second fund of ₹4,000 crore, plans expansion in Pune, Bengaluru and Delhi NCRMT. K Kapital raises second fund of ₹4,000 crore, plans expansion in Pune, Bengaluru and Delhi NCRMT. 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K Kapital raises second fund of ₹4,000 crore, plans expansion in Pune, Bengaluru and Delhi NCRHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreWhy Karnataka Congress Is Divided: Siddaramaiah vs DK Shivakumar ExplainedVokkaliga Body Backs DK Shivakumar, Warns Against ‘Injustice’ In Karnataka Power TussleWho Holds the Power? The Key Decision-Makers In Congress’ Karnataka CrisisAll Eyes On Delhi: Congress To Begin First Round of Karnataka Crisis TalksAs Congress Tussle Drags, BJP Trolls With Memes And AI VideosHema Malini’s First Post After Dharmendra’s Death: “Was Everything To Me”Yo Yo Honey Singh: Moose Wala के गाने, Badshah से बहस और नशे की लत पर EXCLUSIVE और UNFILTERED!At Least 3 Arrested Over Tragic Hong Kong Fire That Killed At Least 55Hrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreRedmi 15C Vs Redmi 14C: Is The Upgrade Really Worth Paying Rs 4,000 More? Full Comparison HereKarnataka Power Play: What’s Behind The Siddaramaiah-DK Shivakumar Rift?Bulldozer Action शुरू, Anti Romeo Squad तैयार..Bihar में 400 माफिया और 1300 Criminals अब नहीं बचेंगेUsha Silai School Didi: The New Local Influencerउषा सिलाई स्कूल दीदी: गाँव की नई लोकल इन्फ्लुएंसर | Usha Silai School Didiमिशन: ज़ीरो डेंगू डेथ्स, डरे नहीं, लक्षण पहचानें, जान बचाएं | Dengue Symptoms | Dengue TreatmentHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 crore
Thu. Nov 27th, 2025
Trending News: MT. K Kapital raises second fund of ₹4,000 crore, plans expansion in Pune, Bengaluru and Delhi NCRMT. K Kapital raises second fund of ₹4,000 crore, plans expansion in Pune, Bengaluru and Delhi NCRMT. K Kapital raises second fund of ₹4,000 crore, plans expansion in Pune, Bengaluru and Delhi NCRMT. K Kapital raises second fund of ₹4,000 crore, plans expansion in Pune, Bengaluru and Delhi NCRMT. K Kapital raises second fund of ₹4,000 crore, plans expansion in Pune, Bengaluru and Delhi NCRMT. K Kapital raises second fund of ₹4,000 crore, plans expansion in Pune, Bengaluru and Delhi NCRMT. K Kapital raises second fund of ₹4,000 crore, plans expansion in Pune, Bengaluru and Delhi NCRMT. K Kapital raises second fund of ₹4,000 crore, plans expansion in Pune, Bengaluru and Delhi NCRMT. K Kapital raises second fund of ₹4,000 crore, plans expansion in Pune, Bengaluru and Delhi NCRMT. K Kapital raises second fund of ₹4,000 crore, plans expansion in Pune, Bengaluru and Delhi NCRMT. K Kapital raises second fund of ₹4,000 crore, plans expansion in Pune, Bengaluru and Delhi NCRMT. K Kapital raises second fund of ₹4,000 crore, plans expansion in Pune, Bengaluru and Delhi NCRMT. K Kapital raises second fund of ₹4,000 crore, plans expansion in Pune, Bengaluru and Delhi NCRMT. K Kapital raises second fund of ₹4,000 crore, plans expansion in Pune, Bengaluru and Delhi NCRMT. K Kapital raises second fund of ₹4,000 crore, plans expansion in Pune, Bengaluru and Delhi NCRMT. K Kapital raises second fund of ₹4,000 crore, plans expansion in Pune, Bengaluru and Delhi NCRHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreWhy Karnataka Congress Is Divided: Siddaramaiah vs DK Shivakumar ExplainedVokkaliga Body Backs DK Shivakumar, Warns Against ‘Injustice’ In Karnataka Power TussleWho Holds the Power? The Key Decision-Makers In Congress’ Karnataka CrisisAll Eyes On Delhi: Congress To Begin First Round of Karnataka Crisis TalksAs Congress Tussle Drags, BJP Trolls With Memes And AI VideosHema Malini’s First Post After Dharmendra’s Death: “Was Everything To Me”Yo Yo Honey Singh: Moose Wala के गाने, Badshah से बहस और नशे की लत पर EXCLUSIVE और UNFILTERED!At Least 3 Arrested Over Tragic Hong Kong Fire That Killed At Least 55Hrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreRedmi 15C Vs Redmi 14C: Is The Upgrade Really Worth Paying Rs 4,000 More? Full Comparison HereKarnataka Power Play: What’s Behind The Siddaramaiah-DK Shivakumar Rift?Bulldozer Action शुरू, Anti Romeo Squad तैयार..Bihar में 400 माफिया और 1300 Criminals अब नहीं बचेंगेUsha Silai School Didi: The New Local Influencerउषा सिलाई स्कूल दीदी: गाँव की नई लोकल इन्फ्लुएंसर | Usha Silai School Didiमिशन: ज़ीरो डेंगू डेथ्स, डरे नहीं, लक्षण पहचानें, जान बचाएं | Dengue Symptoms | Dengue TreatmentHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 croreHrithik Roshan’s sister Sunaina Roshan has purchased two office units in Mumbai’s Andheri East for ₹6.42 crore
Thu. Nov 27th, 2025

When Proof Becomes Fiction: What the Nano Banana Pro ‘Egg Crack’ Incident Exposed

<p><em><strong>By Jaspreet Bindra</strong></em></p>
<p><span style=”font-weight: 400;”>In the past year, the internet has erupted with AI-generated hoaxes from fake celebrity videos to synthetic product reviews, each more believable than the last. The recent &ldquo;Nano Banana Pro&rdquo; incident is only the latest example. But it reveals something far more worrying than the growing sophistication of AI: it exposes how outdated and fragile our verification systems have become.</span></p>
<p><span style=”font-weight: 400;”>We have constructed a world that equates photos, screenshots, videos, digital receipts, and even emails with truth. These were once reliable anchors of authenticity. But in 2025, &ldquo;proof&rdquo; is just another producible asset generated, modified, and circulated within seconds.</span></p>
<blockquote class=”twitter-tweet”>
<p dir=”ltr” lang=”en”>Someone ordered eggs on Instamart and only one came cracked.<br /><br />Instead of just reporting it, they opened Gemini Nano and literally typed:<br />&ldquo;apply more cracks.&rdquo;<br />In a few seconds, AI turned that tray into 20+ cracked eggs &mdash; flawless, realistic, impossible to distinguish.<br /><br />Support&hellip; <a href=”https://t.co/PnkNuG2Qt3″>pic.twitter.com/PnkNuG2Qt3</a></p>
&mdash; kapilansh (@kapilansh_twt) <a href=”https://twitter.com/kapilansh_twt/status/1992842694360703236?ref_src=twsrc%5Etfw”>November 24, 2025</a></blockquote>
<p>
<script src=”https://platform.twitter.com/widgets.js” async=”” charset=”utf-8″></script>
</p>
<p><span style=”font-weight: 400;”>AI isn&rsquo;t merely helping us write emails or draft presentations anymore. It is now mimicking reality with such ease and precision that the very idea of &ldquo;seeing is believing&rdquo; has collapsed.</span></p>
<h3><span style=”color: #ba372a;”><strong>The Real Problem: Not AI&rsquo;s Power but Our Systems’ Blindness</strong></span></h3>
<p><span style=”font-weight: 400;”>The Nano Banana Pro saga wasn&rsquo;t troubling because AI could depict cracked eggs or fake product packaging. The real alarm was this: </span><span style=”font-weight: 400;”>Our systems, both human and automated, could not tell a real crack from a synthetic one.</span></p>
<p><span style=”font-weight: 400;”>We have been focusing on building AI that can generate. </span><span style=”font-weight: 400;”>What we neglected was AI that can verify.</span></p>
<p><span style=”font-weight: 400;”>This gap has created a dangerous asymmetry:</span></p>
<ul>
<li>Generation is cheap, fast, and accessible</li>
<li>Verification is slow, manual, and outdated</li>
</ul>
<p><span style=”font-weight: 400;”>And that mismatch is where misinformation, fraud, customer complaints, and manipulation thrive.</span></p>
<h3><span style=”color: #ba372a;”><strong>A World Built on Digital Proof Was Not Designed for AI</strong></span></h3>
<p><span style=”font-weight: 400;”>For decades, digital proof formed the backbone of trust:</span></p>
<ul>
<li><span style=”font-weight: 400;”>Upload a photo as evidence</span></li>
<li><span style=”font-weight: 400;”>Share a screenshot as confirmation</span></li>
<li><span style=”font-weight: 400;”>Present a PDF receipt as authenticity</span></li>
<li><span style=”font-weight: 400;”>Submit a video as irrefutable documentation</span></li>
</ul>
<p><span style=”font-weight: 400;”>This worked when manipulation required expertise, time, and cost. </span><span style=”font-weight: 400;”>But today, anyone with a smartphone can fabricate convincingly real artefacts in seconds.</span></p>
<p><span style=”font-weight: 400;”>The challenge is not that AI fooled us. </span><span style=”font-weight: 400;”>The challenge is that our entire proof ecosystem banking, e-commerce, customer service, insurance, legal, and media never prepared for an era where reality itself is editable.</span></p>
<h3><span style=”color: #ba372a;”><strong>Why ‘AI-Only Verification’ Will Fail</strong></span></h3>
<p><span style=”font-weight: 400;”>Some will argue that stronger AI should verify what AI creates, a closed-loop solution where the system polices itself.</span></p>
<p><span style=”font-weight: 400;”>But that approach is risky and incomplete.</span></p>
<p><span style=”font-weight: 400;”>An AI-only verification pipeline suffers from:</span></p>
<ul>
<li><strong>Model blindness</strong><span style=”font-weight: 400;”>: AI fails to detect content generated by similar or newer models</span></li>
<li><strong>Adversarial vulnerability</strong><span style=”font-weight: 400;”>: attackers evolve faster than safeguards</span></li>
<li><strong>Context ignorance</strong><span style=”font-weight: 400;”>: AI cannot fully understand intent, nuance, or edge-case scenarios</span></li>
<li><strong>False positives/negatives</strong><span style=”font-weight: 400;”>: leading to customer frustration or missed fraud</span></li>
</ul>
<p><span style=”font-weight: 400;”>Until AI reaches a hypothetical version of AGI capable of general reasoning, cross-context judgment, and ethical interpretation, it cannot be trusted to verify reality without human oversight.</span></p>
<h3><span style=”color: #ba372a;”><strong>Why Humans Must Always Be In Loop</strong></span></h3>
<p><span style=”font-weight: 400;”>Verification is not just about detection; it’s about judgment, context, intent, and consequence.</span></p>
<p><span style=”font-weight: 400;”>A human-in-the-loop is essential for:</span></p>
<ul>
<li><span style=”font-weight: 400;”>Differentiating accidental issues from malicious manipulation</span></li>
<li><span style=”font-weight: 400;”>Understanding emotional tone and customer intent</span></li>
<li><span style=”font-weight: 400;”>Making escalated decisions that AI cannot ethically take</span></li>
<li><span style=”font-weight: 400;”>Protecting consumers from wrongful dismissals or wrongful approvals</span></li>
<li><span style=”font-weight: 400;”>Bringing accountability to decisions that may have a financial or legal impact</span></li>
</ul>
<p><span style=”font-weight: 400;”>Whether it&rsquo;s a fake cracked egg photo, a manipulated insurance claim, or an AI-generated harassment screenshot</span><span style=”font-weight: 400;”><br /></span></p>
<p><span style=”font-weight: 400;”>AI alone cannot be the gatekeeper.</span> <span style=”font-weight: 400;”>Not yet.</span></p>
<h3><span style=”color: #ba372a;”><strong>What Do We Do Next? Building the Verification Stack of the Future</strong></span></h3>
<p><span style=”font-weight: 400;”>To thrive in an AI-native world, organisations must rebuild verification systems from the ground up:</span></p>
<ul>
<li><strong> Digital provenance tools: </strong><span style=”font-weight: 400;”>Embed metadata, hashing, and watermarking into all legitimate assets</span></li>
<li><strong> Multi-layered detection engines: </strong><span style=”font-weight: 400;”>Use ensembles of models, not a single AI, to flag anomalies</span></li>
<li><strong> Human-in-the-loop verification for final judgment: </strong><span style=”font-weight: 400;”>Train customer service, moderation, and risk teams to recognise AI artefacts</span></li>
<li><strong> Intent-based evaluation: </strong><span style=”font-weight: 400;”>Pair technical detection with behavioural and contextual signals</span></li>
<li><strong> Transparent escalation frameworks: </strong><span style=”font-weight: 400;”>Let humans override AI decisions with clear logs and accountability</span></li>
</ul>
<p><span style=”font-weight: 400;”>This hybrid approach, AI to filter, humans to decide, is the only sustainable path in the near term.</span></p>
<p><span style=”font-weight: 400;”>The Nano Banana Pro episode is not a funny glitch in the AI timeline. </span><span style=”font-weight: 400;”>It is a warning. </span></p>
<p><span style=”font-weight: 400;”>A world where anything can be generated needs stronger systems to determine what is real. And those systems cannot rely solely on AI. Not yet. If we want trust to survive the age of synthetic reality, we need to redesign verification with both machine intelligence and human judgment at its core. AI may help us scale the process, but humans will anchor the truth.</span></p>
<p><em>(The author is the CEO of AI&amp;Beyond)</em></p>
<p><em><strong>Disclaimer:</strong> The opinions, beliefs, and views expressed by the various authors and forum participants on this website are personal and do not reflect the opinions, beliefs, and views of ABP Network Pvt. Ltd.</em></p>

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