The new CBSE portal for answer-sheet re-evaluation has drawn attention for reasons far beyond its official purpose. Soon after its launch on June 2, social media users began questioning whether the site was built with AI-assisted “vibe coding” because of design details they found unusual.
That reaction landed in a sensitive moment for CBSE, which has been working to update its systems after security issues surfaced on the older platform. As a result, the new portal is being viewed not only as a service upgrade, but also as another test of how carefully the board is handling digital security.
Why users became suspicious
The discussion started across X and Reddit, where users pointed to visual elements they felt resembled websites made with AI tools. One X user drew attention to emojis appearing in parts of the portal, arguing that similar touches often show up in AI-generated text or layouts.
Another Reddit user focused on the color palette and background treatment. That user said the portal’s tone looked like a gradient backdrop commonly seen in sites associated with vibe coding.
“Vibe coding” generally refers to building a website with help from AI tools such as Claude Code or Codex. In that workflow, a person can create a page from scratch with only a few prompts and without deep technical knowledge.
A design echo from the previous portal
The new site has also been described as still carrying a look that resembles the earlier portal. That has added to the sense that the visual update did not fully move away from the questions that surrounded the older version.
The previous portal had already triggered similar suspicion about possible AI involvement in its creation. For some online observers, the latest rollout looked less like a clean break and more like a repeat of an earlier pattern.
One X user even ran the page through a tool described as a “vibe code detector.” The tool returned a 58 percent score and labeled the site as having a “high probability” of being built through vibe coding.
Security concerns keep the spotlight on CBSE
Those observations are circulating against a backdrop of existing concern about CBSE’s online systems. The board said the new portal was launched after it claimed to have closed cyber security gaps that were previously exposed by a teenage researcher on the older portal and on the On-screen Marking, or OSM, system.
That history has made people more alert to any sign of weakness in the new interface. Even small design choices are now being examined closely because the older platform had already been linked to security problems.
At the same time, the accusations remain unproven. AI-based detection scores are debated, and they do not provide definitive evidence about how a website was actually developed.
A Reddit user also warned against relying on such metrics alone. The user argued that many different elements can trigger these tools, making direct inspection of the page’s source code a more practical way to judge whether it carries an AI-like pattern.
No official explanation yet
CBSE has not said whether AI was used to build the new re-evaluation portal. The board has also not confirmed the same suspicion that was previously raised around the older portal.
The debate has grown as AI-assisted coding becomes more common across the tech industry. Amazon and Meta have reportedly pushed for wider use of AI in software development, while Anthropic has also claimed that AI now writes much of its code.
That broader trend has made it less surprising that AI tools may be used to build websites or apps, but it has also kept attention on quality control and human oversight. In CBSE’s case, there is still no independent confirmation that Claude Code, Codex, or any other AI tool was used.
For now, the portal remains under public scrutiny, with users continuing to watch both its design and its technical resilience. Given the board’s recent security history, the site is likely to remain a target for further attention from tech observers, including younger researchers and professional hackers looking for weaknesses.
Source: www.indiatoday.in
