<h2>Overview</h2>
<p>The <span class="key-term" data-definition="Central Board of Secondary Education — India’s national board that conducts school examinations for classes 10 and 12 (GS2: Polity)">CBSE</span> introduced <span class="key-term" data-definition="On Screen Marking — A digital system where answer sheets are scanned and evaluated on a computer screen instead of manually (GS3: Economy)">On Screen Marking (OSM)</span> for the 2026 Class‑12 examinations. Over <strong>18 lakh</strong> students were affected. Lack of training, missing standard operating procedures (<span class="key-term" data-definition="SOP — Standard Operating Procedure, a set of step‑by‑step instructions to ensure consistency and quality (GS2: Polity)">SOP</span>) and inadequate pilot testing led to widespread errors, mismatched scripts and delayed re‑evaluation.</p>
<h2>Key Developments</h2>
<ul>
<li>More than <strong>1 crore</strong> answer sheets were scanned in record time without a pilot run.</li>
<li>Students reported missing or unreadable scripts, and many supplementary answer sheets were not evaluated.</li>
<li>CBSE reduced fees for script access and re‑evaluation and extended the access deadline repeatedly, finally closing on <strong>25 May 2026</strong>.</li>
<li>The Education Minister announced that the <span class="key-term" data-definition="Indian Institutes of Technology — Premier engineering institutes that were asked to help troubleshoot the OSM issue (GS1: History, GS2: Polity)">IITs</span> would assist in resolving the problem.</li>
<li>Over <strong>1.25 lakh</strong> students applied for access to nearly <strong>4 lakh</strong> answer scripts within hours of the window opening.</li>
</ul>
<h2>Important Facts</h2>
<ul>
<li>The <span class="key-term" data-definition="National Testing Agency — Autonomous body that conducts high‑stakes exams like NEET and JEE (GS2: Polity)">NTA</span> showed a stark contrast: it runs the <span class="key-term" data-definition="Joint Entrance Examination — Competitive exam for admission to engineering programmes in India (GS2: Polity)">JEE</span> smoothly, but struggled with the <span class="key-term" data-definition="NEET — National Eligibility cum Entrance Test, the entrance exam for medical courses (GS2: Polity)">NEET</span> earlier, exposing systemic weaknesses.</li>
<li>No statistical validation was done to compare OSM scores with traditional marking, violating best‑practice testing protocols.</li>
<li>Screen fatigue of evaluators was not assessed, raising concerns about scoring bias.</li>
</ul>
<h2>UPSC Relevance</h2>
<p>Understanding this fiasco helps aspirants answer questions on:</p>
<ul>
<li>Education governance and the role of autonomous bodies like <span class="key-term" data-definition="National Testing Agency — Autonomous body that conducts high‑stakes exams like NEET and JEE (GS2: Polity)">NTA</span> and <span class="key-term" data-definition="Central Board of Secondary Education — India’s national board that conducts school examinations for classes 10 and 12 (GS2: Polity)">CBSE</span>.</li>
<li>Policy implementation challenges, especially the need for pilot testing and SOPs before large‑scale reforms (GS2: Polity, GS3: Economy).</li>
<li>Impact of digital transformation on public services and the importance of stakeholder training (GS3: Economy).</li>
<li>Accountability mechanisms for ministries and the role of the Education Minister in crisis management (GS2: Polity).</li>
</ul>
<h2>Way Forward</h2>
<p>Short‑term: Complete a transparent re‑evaluation, refund fees where justified, and publish a detailed audit of the OSM process.</p>
<p>Long‑term: </p>
<ul>
<li>Conduct a pilot on a small sample before full rollout and compare scores statistically.</li>
<li>Develop and enforce robust <span class="key-term" data-definition="SOP — Standard Operating Procedure, a set of step‑by‑step instructions to ensure consistency and quality (GS2: Polity)">SOPs</span> for scanning, evaluator training, and screen‑fatigue monitoring.</li>
<li>Set up an independent oversight committee comprising education experts, technologists and representatives from <span class="key-term" data-definition="Indian Institutes of Technology — Premier engineering institutes that were asked to help troubleshoot the OSM issue (GS1: History, GS2: Polity)">IITs</span>.</li>
<li>Introduce a dual‑mode evaluation (OSM + manual) for at least two years to ensure reliability.</li>
</ul>
<p>Addressing these steps will restore confidence in the school examination system and safeguard the future of millions of students.</p>