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Times Now Mega Exclusive CBSE’s on-screen marking system is under scrutiny after scanned answer sheets showed objects such as staplers, pens and keyboard wires along the edges of the sheets. Students question the scan quality This has raised concerns over the scanning system used, the quality of digitisation, and... show more

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#WATCH | Delhi: Sanjay Kumar, Secretary, Department of School Education and Literacy, says, "This time when the 12th class exams were conducted, the answer sheets were scanned, and their PDF copies were made. The total number of answer sheets of 98 lakh students who took the examination was scanned, and three levels of security were also maintained in scanning... One advantage of this has been that the mistakes that sometimes used to happen in totalling have been completely eliminated. This decision was taken, and teachers were trained in this... Ultimately, it was also found that in the end, we had about 13,000 such answer sheets, which we found that no matter how many times we scanned them, there was some illegibility in them because the ink used was of very light colour, so after scanning, we were not able to make that legible. The teachers were told that the 13,000 answer sheets were taken out and checked manually, and after checking manually, the marks obtained on those were introduced by us. I would like to say that special attention has been given to the security level and the issues, so that the marking done through on-screen marking is accurate..."

#WATCH | Delhi: Sanjay Kumar, Secretary, Department of School Education and Literacy, says, "This time when the 12th class exams were conducted, the answer sheets were scanned, and their PDF copies were made. The total number of answer sheets of 98 lakh students who took the examination was scanned, and three levels of security were also maintained in scanning... One advantage of this has been that the mistakes that sometimes used to happen in totalling have been completely eliminated. This decision was taken, and teachers were trained in this... Ultimately, it was also found that in the end, we had about 13,000 such answer sheets, which we found that no matter how many times we scanned them, there was some illegibility in them because the ink used was of very light colour, so after scanning, we were not able to make that legible. The teachers were told that the 13,000 answer sheets were taken out and checked manually, and after checking manually, the marks obtained on those were introduced by us. I would like to say that special attention has been given to the security level and the issues, so that the marking done through on-screen marking is accurate..."

ANI

45,080 views • 2 months ago

VIDEO | Union Education Minister Dharmendra Pradhan (Dharmendra Pradhan) on CBSE using OSM for examination paper evaluation, said, "Today, certain issues have come to light regarding the CBSE Class 12 examination evaluation process, and a re-evaluation process will now begin. Around 17 lakh students appeared for the examination, and the answer sheets of each student have been securely preserved. In total, there are 98 lakh answer-sheet copies, with each copy consisting of around 40 pages, which means nearly 40 crore scanned pages were evaluated for the first time by CBSE through the OSM process. OSM is a progressive instrument. Many universities and institutions in India, as well as several institutions across the world, are moving towards this system. It is student-centric and designed for the benefit of students. Through this process, students can transparently access information about their marks, and through scanned copies, they can directly view their answer sheets. It helps address students’ doubts and concerns regarding whether they received fewer or more marks, or whether any answer or section was overlooked during evaluation. This is the first time CBSE has implemented this system in the country. Certain discrepancies have come to our notice, and I take responsibility for them. These issues will be rectified, and appropriate solutions will be worked out. All of us are engaged in this task. We will not leave a single student’s unanswered query or concern unresolved." (Full video available on PTI Videos -

VIDEO | Union Education Minister Dharmendra Pradhan (Dharmendra Pradhan) on CBSE using OSM for examination paper evaluation, said, "Today, certain issues have come to light regarding the CBSE Class 12 examination evaluation process, and a re-evaluation process will now begin. Around 17 lakh students appeared for the examination, and the answer sheets of each student have been securely preserved. In total, there are 98 lakh answer-sheet copies, with each copy consisting of around 40 pages, which means nearly 40 crore scanned pages were evaluated for the first time by CBSE through the OSM process. OSM is a progressive instrument. Many universities and institutions in India, as well as several institutions across the world, are moving towards this system. It is student-centric and designed for the benefit of students. Through this process, students can transparently access information about their marks, and through scanned copies, they can directly view their answer sheets. It helps address students’ doubts and concerns regarding whether they received fewer or more marks, or whether any answer or section was overlooked during evaluation. This is the first time CBSE has implemented this system in the country. Certain discrepancies have come to our notice, and I take responsibility for them. These issues will be rectified, and appropriate solutions will be worked out. All of us are engaged in this task. We will not leave a single student’s unanswered query or concern unresolved." (Full video available on PTI Videos -

Press Trust of India

80,788 views • 2 months ago

CBSE Class 12 result 2026 has raised serious questions. In 2025, 16.92 lakh students appeared. In 2026, 17.68 lakh students appeared — 76,000+ more students. But despite more students appearing: • Pass percentage fell from 88.39% to 85.20% • 90%+ scorers fell from 1,11,544 to 94,028 • 95%+ scorers fell from 24,867 to 17,113 This happened in the first large-scale year of On-Screen Marking, where Class 12 answer sheets were scanned and checked digitally. CBSE had around 98.67 lakh answer sheets and around 70,000 evaluators. Simple average: around 141 answer sheets per evaluator. If checked in 8–9 days, that means around 16–18 papers per day. Teachers had already raised complaints about blurred scans, slow downloads, server issues and checking pressure. So the question is simple: If a new digital checking system was used, and the result pattern changed so sharply, why is CBSE not giving complete transparency? Students are not asking for free marks. They are asking for fair verification, affordable re-evaluation, answer-sheet access and accountability. CBSE must take responsibility!

CBSE Class 12 result 2026 has raised serious questions. In 2025, 16.92 lakh students appeared. In 2026, 17.68 lakh students appeared — 76,000+ more students. But despite more students appearing: • Pass percentage fell from 88.39% to 85.20% • 90%+ scorers fell from 1,11,544 to 94,028 • 95%+ scorers fell from 24,867 to 17,113 This happened in the first large-scale year of On-Screen Marking, where Class 12 answer sheets were scanned and checked digitally. CBSE had around 98.67 lakh answer sheets and around 70,000 evaluators. Simple average: around 141 answer sheets per evaluator. If checked in 8–9 days, that means around 16–18 papers per day. Teachers had already raised complaints about blurred scans, slow downloads, server issues and checking pressure. So the question is simple: If a new digital checking system was used, and the result pattern changed so sharply, why is CBSE not giving complete transparency? Students are not asking for free marks. They are asking for fair verification, affordable re-evaluation, answer-sheet access and accountability. CBSE must take responsibility!

Praffulgarg

42,052 views • 2 months ago

A Class 12 student, Sarthak Siddhanth, has triggered a major controversy after publicly presenting his findings on alleged discrepancies in tender documents linked to the CBSE’s OSM (On-Screen Marking) system. In a detailed comparison of Request for Proposal (RFP) documents, he claims that several key accountability clauses—such as disqualification rules for poor performance and stricter blacklisting criteria—were modified or removed in later versions of the tender process. His investigation, conducted over six days, has drawn widespread attention online and raised questions around transparency, procurement practices, and oversight in government examination systems. The claims have added fuel to an already heated debate around digital evaluation systems and vendor accountability in India’s examination infrastructure managed by the Central Board of Secondary Education.

A Class 12 student, Sarthak Siddhanth, has triggered a major controversy after publicly presenting his findings on alleged discrepancies in tender documents linked to the CBSE’s OSM (On-Screen Marking) system. In a detailed comparison of Request for Proposal (RFP) documents, he claims that several key accountability clauses—such as disqualification rules for poor performance and stricter blacklisting criteria—were modified or removed in later versions of the tender process. His investigation, conducted over six days, has drawn widespread attention online and raised questions around transparency, procurement practices, and oversight in government examination systems. The claims have added fuel to an already heated debate around digital evaluation systems and vendor accountability in India’s examination infrastructure managed by the Central Board of Secondary Education.

The Indian Express

51,469 views • 2 months ago

#WATCH | Delhi: On meeting with CBSE officials, Education Minister Dharmendra Pradhan says, "... CBSE has begun the revaluation process for the Class 12 examinations. Around 17 lakh students took part, with nearly 98 lakh answer copies — about 40 crore scanned pages in total. For the first time, CBSE has introduced a digital evaluation system, aiming for transparency and student‑centric reforms. Students can now access their scanned answer sheets to check marks and raise queries. So far, about 4 lakh students have retrieved their answer sheets, covering nearly 11 lakh copies. CBSE has involved top agencies, including IIT Kanpur and IIT Madras, to oversee the technology. Four PSU banks — SBI, Indian Bank, Bank of Baroda, and Canara Bank — have integrated payment gateways to support the process. The government acknowledges some discrepancies, accepts responsibility, and promises corrective measures. Officials will ensure that no student query left unresolved and accountability will be ensured at all levels..."

#WATCH | Delhi: On meeting with CBSE officials, Education Minister Dharmendra Pradhan says, "... CBSE has begun the revaluation process for the Class 12 examinations. Around 17 lakh students took part, with nearly 98 lakh answer copies — about 40 crore scanned pages in total. For the first time, CBSE has introduced a digital evaluation system, aiming for transparency and student‑centric reforms. Students can now access their scanned answer sheets to check marks and raise queries. So far, about 4 lakh students have retrieved their answer sheets, covering nearly 11 lakh copies. CBSE has involved top agencies, including IIT Kanpur and IIT Madras, to oversee the technology. Four PSU banks — SBI, Indian Bank, Bank of Baroda, and Canara Bank — have integrated payment gateways to support the process. The government acknowledges some discrepancies, accepts responsibility, and promises corrective measures. Officials will ensure that no student query left unresolved and accountability will be ensured at all levels..."

ANI

70,858 views • 2 months ago

Time for a status update and direct hardware capture of another high-profile AAA title coming to the Sega Dreamcast... jnmartin's eagerly anticipated port of Sonic R! As you can see from the footage, the game looks and runs phenomenally on the DC, with all of the fancy lighting from the Sega Saturn version, plus the dynamic weather system from the PC release, along with the banger soundtrack present and accounted for on the little white box of Dreams, which is now able to run it at twice the resolution, with crisp progressive-scan video display output! One of the most exciting and interesting aspects of this project is that jnmartin has taken the port to the next level and has implemented online connectivity and even internet cross-play, so that you can race against players running the game on Windows, MacOS, and Linux on your Dreamcast!

Falco Girgis

17,529 views • 1 month ago

Delhi: On GST reforms, Member of the Prime Minister's Economic Advisory Council (EAC-PM), Sanjeev Sanyal says, "The thing that you have to remember that we have not done this with the perspective of boosting consumption at the first instance. The purpose is to make the system more simple and efficient and yes, to some extent lower the cost of doing this. But the idea is that if you make the system more efficient, then the system will grow more fast and then you will benefit from buoyancy of the system as such. If the economy is growing, it will also boost consumption. But this is not the first expectation of this. The first expectation is simply to make the system more efficient"

Delhi: On GST reforms, Member of the Prime Minister's Economic Advisory Council (EAC-PM), Sanjeev Sanyal says, "The thing that you have to remember that we have not done this with the perspective of boosting consumption at the first instance. The purpose is to make the system more simple and efficient and yes, to some extent lower the cost of doing this. But the idea is that if you make the system more efficient, then the system will grow more fast and then you will benefit from buoyancy of the system as such. If the economy is growing, it will also boost consumption. But this is not the first expectation of this. The first expectation is simply to make the system more efficient"

IANS

23,898 views • 11 months ago

EFF MPs could be in hot water over their conduct during the President Cyril Ramaphosa question and answer session on Tuesday. This after the National Assembly Deputy Speaker Annelie Lotriet confirmed that she'll refer the MPs to Speaker Thoko Didiza for a decision on whether they should be hauled before a disciplinary hearing. The MPs were booted out after disrupting the session with points of orders. Lotriet has more details. Watch: #Newzroom405

EFF MPs could be in hot water over their conduct during the President Cyril Ramaphosa question and answer session on Tuesday. This after the National Assembly Deputy Speaker Annelie Lotriet confirmed that she'll refer the MPs to Speaker Thoko Didiza for a decision on whether they should be hauled before a disciplinary hearing. The MPs were booted out after disrupting the session with points of orders. Lotriet has more details. Watch: #Newzroom405

Newzroom Afrika

98,204 views • 1 year ago

🚨BREAKING CBSE COMPARTMENT EXAM 2026🚨 Ahead of the Class 12 CBSE Compartment Examination scheduled for 28 July 2026, many students across India are reportedly demanding that the examination be postponed or cancelled, with some also requesting grace marks. Students have alleged concerns regarding OSM SYSTEM and the evaluation process, claiming that answer sheets were not assessed fairly in some cases and that the marks awarded do not reflect the answers written. They also say they have repeatedly approached different concerned authorities but have not received a satisfactory response. Some students have expressed extreme distress online. The concerns raised deserve urgent attention and a transparent response from the concerned authorities. We urge the Government of India, CBSE and the Ministry of Education to address these grievances promptly and clarify the evaluation process in the interest of students. #CBSECompartment2026 #CBSEResults #CBSE #Class12 #GraceMarks #ReEvaluation #Education #Students #StudentVoices #JusticeForStudents #ExamStress #EducationMatters #India #SchoolEducation #AcademicJustice #MentalHealthAwareness #GenZ

🚨BREAKING CBSE COMPARTMENT EXAM 2026🚨 Ahead of the Class 12 CBSE Compartment Examination scheduled for 28 July 2026, many students across India are reportedly demanding that the examination be postponed or cancelled, with some also requesting grace marks. Students have alleged concerns regarding OSM SYSTEM and the evaluation process, claiming that answer sheets were not assessed fairly in some cases and that the marks awarded do not reflect the answers written. They also say they have repeatedly approached different concerned authorities but have not received a satisfactory response. Some students have expressed extreme distress online. The concerns raised deserve urgent attention and a transparent response from the concerned authorities. We urge the Government of India, CBSE and the Ministry of Education to address these grievances promptly and clarify the evaluation process in the interest of students. #CBSECompartment2026 #CBSEResults #CBSE #Class12 #GraceMarks #ReEvaluation #Education #Students #StudentVoices #JusticeForStudents #ExamStress #EducationMatters #India #SchoolEducation #AcademicJustice #MentalHealthAwareness #GenZ

ISRAR KHAAN ⚖️ SUPREME COURT OF INDIA SCBA ⚖️

23,978 views • 5 days ago

Majuli, a river island on Assam’s Brahmaputra, is known for its Vaishnavite monasteries. On thin sheets of bark from the Agarwood tree, or ‘Sanshi’ as it is locally known, artists illustrate scenes from ancient texts including the Ramayana and the Mahabharata. At the forefront of preserving this craft is third-generation artist Mridul Barua. Along with his wife Julie, he trains students, ensuring that this art reaches next generation.

Majuli, a river island on Assam’s Brahmaputra, is known for its Vaishnavite monasteries. On thin sheets of bark from the Agarwood tree, or ‘Sanshi’ as it is locally known, artists illustrate scenes from ancient texts including the Ramayana and the Mahabharata. At the forefront of preserving this craft is third-generation artist Mridul Barua. Along with his wife Julie, he trains students, ensuring that this art reaches next generation.

News Arena India

11,002 views • 5 months ago

As part of our landmark research project on China's hierarchy system our Team went out on the streets of Delhi to ask people what they know about China's Xunjie and Xunfu System - dubbed as China's Sati System by Netizens Under this system, Widows starved, poisoned or hanged themselves after their husband's death The last recorded such incident in China happened as late as 1950s We interviewed over 30 people, none seem to have any idea about this system

As part of our landmark research project on China's hierarchy system our Team went out on the streets of Delhi to ask people what they know about China's Xunjie and Xunfu System - dubbed as China's Sati System by Netizens Under this system, Widows starved, poisoned or hanged themselves after their husband's death The last recorded such incident in China happened as late as 1950s We interviewed over 30 people, none seem to have any idea about this system

Indian Strategic Studies Forum

33,380 views • 1 month ago

Baloch Literacy Campaign The Baloch Literacy Campaign presents the poor condition of the Government Girls Middle School, Cheel, Greshag Khuzdar, Balochistan. This is a middle school which has only two teachers, who are teaching the students on contractual basis. According to the students rest of the teachers along with the headmistress often remain absent from the school. The school possesses no adequate facilities including doors & windows, desks & mats for students. It also lacks water & washroom facilities for the female students. Building of the school is ruined & is unsuitable to b used anymore. BSAC (BSAC) ,under the banner of BLC, demands for its renovation with all possible facilities & enough teaching staff to ensure the quality education of the students of Greshag. This is required on urgent basis.

Baloch Literacy Campaign The Baloch Literacy Campaign presents the poor condition of the Government Girls Middle School, Cheel, Greshag Khuzdar, Balochistan. This is a middle school which has only two teachers, who are teaching the students on contractual basis. According to the students rest of the teachers along with the headmistress often remain absent from the school. The school possesses no adequate facilities including doors & windows, desks & mats for students. It also lacks water & washroom facilities for the female students. Building of the school is ruined & is unsuitable to b used anymore. BSAC (BSAC) ,under the banner of BLC, demands for its renovation with all possible facilities & enough teaching staff to ensure the quality education of the students of Greshag. This is required on urgent basis.

Baloch Literacy Campaign

18,138 views • 1 month ago

#Watch | The Cockroach Janta Party and other organisations staged a protest on Sunday, demanding the resignation of Union Education Minister Dharmendra Pradhan over the NEET paper leak and irregularities related to the CBSE’s on-screen marking system. Protesters gathered in large numbers at Dharna Chowk to voice their frustration against the NDA government at the Centre. The protesters raised slogans like "we want justice" and 'resign Dharmendra Pradhan'. Addressing the gathering, activist Sonam Wangchuk clarified that the agitation is not a bid for political power or to challenge any political outfit, but to raise public awareness and safeguard citizens' rights. Video: ANI

#Watch | The Cockroach Janta Party and other organisations staged a protest on Sunday, demanding the resignation of Union Education Minister Dharmendra Pradhan over the NEET paper leak and irregularities related to the CBSE’s on-screen marking system. Protesters gathered in large numbers at Dharna Chowk to voice their frustration against the NDA government at the Centre. The protesters raised slogans like "we want justice" and 'resign Dharmendra Pradhan'. Addressing the gathering, activist Sonam Wangchuk clarified that the agitation is not a bid for political power or to challenge any political outfit, but to raise public awareness and safeguard citizens' rights. Video: ANI

The Hindu

62,756 views • 1 month ago

🚨THREAD: Tucker Carlson on Duplicated Ballots, Falsified Tally Sheets, and Mail-In Ballot Fraud in Fulton County, Georgia “It now appears there actually was meaningful voter fraud in Fulton County, Georgia, last November (2020). That is not a conspiracy theory. It’s true. Surveillance footage obtained by VoterGA shows large numbers of ballots being scanned multiple times. Pay attention to the women wearing yellow at the desk. According to VoterGA, she slides ballots into a scanning machine, removes the ballots, and then reinserts the same ballots. This happens multiple times. The question is, how many times were these ballots counted? Was each vote counted more than once? Fulton County won't answer that question. Now, one way to know that answer would be to check what are called audit tally sheets. Tellingly, for months after the 2020 election, Fulton County failed to provide more than 100,000 of those tally sheets, including 50,000 of them from mail-in ballots. When VoterGA finally forced Fulton County to turn over the tally sheets, the conclusion was stunning. Here's what the audit found. Seven falsified audit tally sheets containing fabricated vote totals... For example, a batch containing 59 actual ballot images for Joe Biden and 42 for Donald Trump was reported as 100 for Biden and 0 for Trump. The seven batches of ballot images with 554 votes for Joe Biden, 140 votes for Donald Trump, and 11 votes for Jo Jorgenson had tally sheets in the audit falsified to show 850 votes for Biden, 0 votes for Trump, and 0 votes for Jorgenson. Wait, did you just follow that? How is that not flat-out criminal fraud?"

🚨THREAD: Tucker Carlson on Duplicated Ballots, Falsified Tally Sheets, and Mail-In Ballot Fraud in Fulton County, Georgia “It now appears there actually was meaningful voter fraud in Fulton County, Georgia, last November (2020). That is not a conspiracy theory. It’s true. Surveillance footage obtained by VoterGA shows large numbers of ballots being scanned multiple times. Pay attention to the women wearing yellow at the desk. According to VoterGA, she slides ballots into a scanning machine, removes the ballots, and then reinserts the same ballots. This happens multiple times. The question is, how many times were these ballots counted? Was each vote counted more than once? Fulton County won't answer that question. Now, one way to know that answer would be to check what are called audit tally sheets. Tellingly, for months after the 2020 election, Fulton County failed to provide more than 100,000 of those tally sheets, including 50,000 of them from mail-in ballots. When VoterGA finally forced Fulton County to turn over the tally sheets, the conclusion was stunning. Here's what the audit found. Seven falsified audit tally sheets containing fabricated vote totals... For example, a batch containing 59 actual ballot images for Joe Biden and 42 for Donald Trump was reported as 100 for Biden and 0 for Trump. The seven batches of ballot images with 554 votes for Joe Biden, 140 votes for Donald Trump, and 11 votes for Jo Jorgenson had tally sheets in the audit falsified to show 850 votes for Biden, 0 votes for Trump, and 0 votes for Jorgenson. Wait, did you just follow that? How is that not flat-out criminal fraud?"

KanekoaTheGreat

61,411,248 views • 2 years ago

My interview on CNN: I blame America for the Afghan D.C. shooter — and I warned this would happen. I helped during the 2021 evacuation and saw how chaotic the process was. It’s the result of a system that collapsed — and now one man’s act is being used to punish an entire Afghan community. Full interview with Omar Jimenez.

My interview on CNN: I blame America for the Afghan D.C. shooter — and I warned this would happen. I helped during the 2021 evacuation and saw how chaotic the process was. It’s the result of a system that collapsed — and now one man’s act is being used to punish an entire Afghan community. Full interview with Omar Jimenez.

Ahmad Shah Mohibi

328,801 views • 8 months ago

“Why does the government need to know my movements?” It doesn’t . Unless you are a criminal. Caller Phillip calmly and logically debates Sean Plunket over his valid concerns over National & Acts proposed eRUC - digital tracking system. Phillips logical argument is excellent and he details concerns of how the system could be used to limit freedom of movement. He raises the unlawful overreach during lockdown, GPS tracking would give the state massive powers. With this technology they can simply remotely turn your car off, or with the click of a mouse impose a (virtual) geo fence - meaning your car will not drive part a certain area. “This is a system for enforcing authoritarianism and we need to be very very careful” What do you think the Govt would have done if it had this system when it lost its mind and all sense of proportionality during the lockdowns and the parliament protests? Good on you Phillip! Excellent call. 🔴Btw here is a digital petition calling on the Govt to ditch Seymours and Luxons dystopian garbage - the proposed eRUC system. Please sign👇 Just a reminder EROAD board members are members of the WEF chapter Zero, subscribe to the UN’s SDG and agenda 2030, and a supporter of the Paris Agreement. Thanks!

“Why does the government need to know my movements?” It doesn’t . Unless you are a criminal. Caller Phillip calmly and logically debates Sean Plunket over his valid concerns over National & Acts proposed eRUC - digital tracking system. Phillips logical argument is excellent and he details concerns of how the system could be used to limit freedom of movement. He raises the unlawful overreach during lockdown, GPS tracking would give the state massive powers. With this technology they can simply remotely turn your car off, or with the click of a mouse impose a (virtual) geo fence - meaning your car will not drive part a certain area. “This is a system for enforcing authoritarianism and we need to be very very careful” What do you think the Govt would have done if it had this system when it lost its mind and all sense of proportionality during the lockdowns and the parliament protests? Good on you Phillip! Excellent call. 🔴Btw here is a digital petition calling on the Govt to ditch Seymours and Luxons dystopian garbage - the proposed eRUC system. Please sign👇 Just a reminder EROAD board members are members of the WEF chapter Zero, subscribe to the UN’s SDG and agenda 2030, and a supporter of the Paris Agreement. Thanks!

Holyhekatuiteka

10,214 views • 11 months ago

4 days until the deadline for filing your tax returns! If you're stressed about it, lemme get rid of that stress with ushuru.co.ke ™️ . The process is so simple! 1. Go to the Ushuru website. 2. Choose whether you're a freelancer or employed and click on file now. 3. Fill in the details required in questionnaire! 4. No hassle of dealing with the complex itax system #FileWithUshuru

4 days until the deadline for filing your tax returns! If you're stressed about it, lemme get rid of that stress with ushuru.co.ke ™️ . The process is so simple! 1. Go to the Ushuru website. 2. Choose whether you're a freelancer or employed and click on file now. 3. Fill in the details required in questionnaire! 4. No hassle of dealing with the complex itax system #FileWithUshuru

Mbabz

21,065 views • 1 month ago

#WATCH | Delhi: Sanjay Kumar, Secretary, Department of School Education and Literacy, says, "As you are aware, the Class 12 results recently declared by the CBSE were marked using an On-Screen Marking (OSM) system this time. Following this, certain concerns have been raised—specifically, students feel that the overall pass percentage has declined. Indeed, the pass percentage has dropped by 3 per cent compared to the previous year, falling from 88 per cent to 85 per cent. Some students feel that they should have received higher marks than those actually awarded to them... I would like to emphasise that On-Screen Marking is neither a novel concept nor is this the first time it has been implemented. The CBSE first initiated the OSM system in 2014; however, at that time, due to technical infrastructure limitations, it was deemed unfeasible to continue the process immediately. We have successfully reintroduced it this year..."

#WATCH | Delhi: Sanjay Kumar, Secretary, Department of School Education and Literacy, says, "As you are aware, the Class 12 results recently declared by the CBSE were marked using an On-Screen Marking (OSM) system this time. Following this, certain concerns have been raised—specifically, students feel that the overall pass percentage has declined. Indeed, the pass percentage has dropped by 3 per cent compared to the previous year, falling from 88 per cent to 85 per cent. Some students feel that they should have received higher marks than those actually awarded to them... I would like to emphasise that On-Screen Marking is neither a novel concept nor is this the first time it has been implemented. The CBSE first initiated the OSM system in 2014; however, at that time, due to technical infrastructure limitations, it was deemed unfeasible to continue the process immediately. We have successfully reintroduced it this year..."

ANI

20,410 views • 2 months ago

Fulton County, Georgia, Audit Board Batch Sheets were found with hundreds of fraudulent Biden votes on each sheet with ZERO votes for Trump, which is 99.9% mathematically impossible. They also found over 4,000 duplicate ballots with the same exact markings. This doesn't include how many times these duplicate ballots were scanned. The election worker's names were all redacted by the county to hide the people responsible for filling out the fraudulent audit batch sheets to protect the people committing fraud. These weren't mistakes, or human error of any kind. This was a massive operation and intentional fraud to steal the 2020 election. Now that we have the ballots, the truth will soon be revealed.

Fulton County, Georgia, Audit Board Batch Sheets were found with hundreds of fraudulent Biden votes on each sheet with ZERO votes for Trump, which is 99.9% mathematically impossible. They also found over 4,000 duplicate ballots with the same exact markings. This doesn't include how many times these duplicate ballots were scanned. The election worker's names were all redacted by the county to hide the people responsible for filling out the fraudulent audit batch sheets to protect the people committing fraud. These weren't mistakes, or human error of any kind. This was a massive operation and intentional fraud to steal the 2020 election. Now that we have the ballots, the truth will soon be revealed.

The SCIF

60,821 views • 5 months ago

Production-ready RAG systems need observability. From tracking latency and throughput to evaluating response quality with human feedback or LLM-as-a-judge, robust observability gives you visibility into both system performance and output quality, on both a component and system-wide level. This lesson from our Retrieval Augmented Generation course breaks down the core components of an effective eval system and how to balance cost, automation, and accuracy when choosing your metrics. 📚 Learn more in the full course:

Production-ready RAG systems need observability. From tracking latency and throughput to evaluating response quality with human feedback or LLM-as-a-judge, robust observability gives you visibility into both system performance and output quality, on both a component and system-wide level. This lesson from our Retrieval Augmented Generation course breaks down the core components of an effective eval system and how to balance cost, automation, and accuracy when choosing your metrics. 📚 Learn more in the full course:

DeepLearning.AI

18,793 views • 6 months ago