neo matrix

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[Awesh Tiwari @awesh29]

यह मध्य प्रदेश के खंडवा में तैनात अपर सत्र न्यायाधीश अक्षय कु��ार द्विवेदी हैं। यह उन लोगों में से हैं जिन्हें हम सबको प्यार करना चाहिए।

जज साहब ने आलीशान सरकारी बंगला, वीआईपी कार और अन्य सरकारी सुविधाएं लेने से इंकार कर दिया है। वे एक छोटे से कमरे में रहते हैं, अपना खाना खुद बनाते हैं ��र रोजाना पैदल ही कोर्ट जाते हैं।

जज अक्षय ने मध्य प्रदेश हाई कोर्ट को आवेदन देकर अपनी सैलरी आधी करने की मांग भी की है। निजी संपत्ति के नाम पर उनके पास सिर्फ अपनी मां द्वारा दिया गया एक मोबाइल फोन है। उन्होंने आजीवन अविवाहित रहने का फैसला किया है। तबादले पर उन्होंने विभाग से कहा है कि उन्हें देश में कहीं भी भेजा जाए, वे न्यूनतम सरकारी सुविधाएं ही लेंगे।

बचपन में अपनी मां को संपत्ति विवाद के दौरान अदालत के चक्कर लगाते देखकर उन्होंने जज बनने का निर्णय लिया था। इसी कारण वे अपनी अदालत में आने वाले मुकदमों, खासकर जमीन-जायदाद से जुड़े मामलों का निपटारा बेहद तेजी से करते हैं ताकि आम लोगों को जल्द से जल्द न्याय मिल सके।

सलाम जज साहब

[neo matrix @neoinmatrix700]

@_vatsalasingh faltu PR story

[neo matrix @neoinmatrix700]

@SwakshTripathi PR

[prathosh A P @prathoshap]

A 15-year-old dream has come true today. I started a PhD with the dream of creating a system that chants any Sanskrit shloka perfectly.

And here I am opening sourcing 𝐕𝐚𝐠𝐝𝐡𝐞𝐧𝐮 - 𝐀 𝐯ṛ𝐭𝐭𝐚 (𝐦𝐞𝐭𝐞𝐫) 𝐚𝐰𝐚𝐫𝐞 ś𝐥𝐨𝐤𝐚-𝐭𝐨-𝐜𝐡𝐚𝐧𝐭 𝐭𝐞𝐱𝐭-𝐭𝐨-𝐬𝐩𝐞𝐞𝐜𝐡 (TTS) 𝐬𝐲𝐬𝐭𝐞𝐦 𝐟𝐨𝐫 𝐒𝐚𝐧𝐬𝐤𝐫𝐢𝐭. This is the world's first vrutta-aware, open-source TTS for Sanskrit Chanting.

[neo matrix @neoinmatrix700]

@ByRakeshSimha that gandu caused a crash where 200+ people died and didn't even resign.. helped Boeing happily blame it on pilots

[neo matrix @neoinmatrix700]

@VedxntR talent is the difference.. nothing else guys

[neo matrix @neoinmatrix700]

@sidkannan fake PR story

[neo matrix @neoinmatrix700]

@RahulGandhi pappu raised something that an opposition leader should raise for the very first time in his own opposition history.. 👍🥳

[Sarthak Sidhant @sidhant_sarthak]

CBSE has systematically rewritten its rulebook to favor Coempt Eduteck.

check out the blog.

[Malay Krishna @Malay4Product]

This is an unbelievable piece of work by Sarthak and something that requires amplification.

Let me explain what he found, in simple terms.

Sarthak is a Class 12 student from the 2025-26 batch, one of the 17 lakh students whose answer sheets went through CBSE's new On-Screen Marking system.

He spent days reading through CBSE's evaluation tenders, scraped all 576 tenders CBSE has issued, and tracked how the rules changed across three versions of the same tender.

The core finding is that the company that won the contract to scan and grade 17 lakh students' answer sheets is Coempt Eduteck.

Coempt used to be called Globarena Technologies. Globarena was the company behind the 2019 Telangana intermediate exam disaster, where software failures led to 3.8 lakh students getting wrong or missing marks, and 23 students died by suicide.

A government committee found systemic failure and negligence. Six months later, Globarena rebranded to Coempt Eduteck.

So a company with that track record won a contract to handle 17 lakh CBSE students. Sarthak's investigation is about how the rules were rewritten to let that happen.

The tender was issued three times.

> First tender, February 2025. It existed, then disappeared from the public GeM portal. Sarthak scraped all 576 CBSE tenders and this one was missing from the archive entirely.

> Second tender, May 2025. Four companies applied including TCS and Coempt. All four failed the technical evaluation. Cancelled.

> Third tender, August 2025. Coempt won. Between the second and third tender, a series of rule changes happened, and every single one made it easier for Coempt to qualify.

Here is what changed, one by one.

01. The old rules disqualified any company with a history of abandoning work, failing to complete contracts, or financial weakness. The new rules deleted this clause entirely. Coempt's Telangana history stopped being a barrier.

02. The old rules disqualified any company that was "blacklisted earlier." The new rules changed this to "currently blacklisted." Because Globarena rebranded after Telangana, removing the word "earlier" effectively erased their past.

03. The rules required Rs 50 crore average turnover over three years. Coempt's exact average came to Rs 50.86 crore. They cleared the bar by less than 1%. Earlier, a smaller company had asked CBSE to lower the bar to Rs 30 crore for fairer competition. CBSE refused. So the bar was kept high enough to block small players, but sat exactly low enough for Coempt to scrape through.

04. Software maturity is measured on the CMMI scale, 1 to 5. The old rules required Level 5. The new rules dropped it to Level 3. Coempt is a Level 3 company.

05. The cooling-off period for engaging retired CBSE officials was cut from two years to one. This makes it easier to use recently retired insiders to influence the process.

06. The old rules required experience with large projects of at least 5 lakh students each. The new rules removed the student count and counted cumulative answer-book volume across small projects instead. Coempt has many small fragmented university contracts. This helped Coempt and hurt TCS.

07. The old rules required bidders to own their own data centre and disaster recovery centre on Indian soil. The new rules allowed third-party MeitY-empanelled cloud hosting. Coempt runs on AWS and Azure. This helped Coempt and hurt TCS, which owns its own data centres. It also means student data is no longer on sovereign, Indian infrastructure.

08. The old rules required the bidder to own or control the complete source code of its software. The new rules deleted this. Coempt's platform runs on Microsoft's proprietary IIS, which they don't own.

09. A last-minute corrigendum, issued right before bid submission, removed CBSE's own power to blacklist the firm if its software failed catastrophically. So even a Telangana-scale failure couldn't get Coempt banned from future government tenders.

10. The penalty structure shifted from punishing mistakes to punishing delays. The old rules fined the vendor for wrong scanning, merged pages, and unscanned books. The new rules dropped those and instead levied Rs 50,000 per day for delays. This incentivises rushed scanning over accurate scanning.

11. The old rules had a hard accuracy threshold, error rate not to exceed 0.5%. The new rules removed this number entirely.

12. The old rules specified proper book and robotics scanners. The new rules just say "sufficient scanners." The definition was vague enough that, as Sarthak notes, the scanning could be done with a phone on a stand.

13. On the security side, the contract required a VAPT (vulnerability and penetration test) certified by CERT-In before go-live, and a restricted beta phase before launch. The system clearly wasn't restricted, because the other researcher, Nisarga, was able to access it and find vulnerabilities four days before go-live. So the mandatory security audit appears to have been bypassed.

These are more than a dozen rule changes, all between the failed tender and the winning tender, all pushing in the same direction, all benefiting the one company with the worst track record in the field.

The security holes Nisarga found last week now have an explanation. The system was built by a vendor that was specifically allowed to skip the security certification, the source code ownership, the data sovereignty, and the quality thresholds the original rules demanded.

Following things need to happen immediately;

1. An immediate CAG audit of the tender process.
2. A parliamentary debate on the topic.
3. An independent investigation into
> Why the first tender vanished?
> Why the disqualification clauses were deleted?
> Why the turnover bar was held exactly where it was?
> Why the security level was dropped?
> Why the blacklisting power was removed at the last moment?

Sarthak, this is genuinely exceptional investigative work. Far better than most journalists with full resources ever manage. Take a bow. :)

[neo matrix @neoinmatrix700]

@premkumarcbn01 a sub inspector driving 25 lacs creta .. wow

[neo matrix @neoinmatrix700]

@Ra_Bies you are IT cell

[neo matrix @neoinmatrix700]

@surbhiskjain exact same delivery model in Pune as well for top doctors..

[neo matrix @neoinmatrix700]

@Maulikshah2019 @Mahindra_Auto trusting 30 lacs to mahindra tells me only 1 thing.. tu hi chu_ya hai 😊

[neo matrix @neoinmatrix700]

@bearsingh88 @CountryGulshan brown sepoy spotted

[Temjen Imna Along @AlongImna]

कल रात एक ही बात सोच-सोच कर मेरी नींद उड़ गई...

Dhruv Rathee Germany में रहते हैं, Abhijeet Dipke USA में… और ना जाने कितने लोग भारत के बाहर रहकर वहाँ का lifestyle, system aur environment enjoy करते हुए भी कमाई Indian viewers से ही कर रहे हैं।

Paise bhi आखिर उन्हीं के accounts में जा रहे हैं… और हर controversy के साथ उनके bank balance में ही zero बढ़ते जा रहे हैं.

सवाल बस इतना है ??

उनका influence और उनकी नीयत आखिर काम किसके हित में कर रही है 🤔

[neo matrix @neoinmatrix700]

@bahlawat11 pathetic people but they are a lot

[neo matrix @neoinmatrix700]

@SaffronLionsX She is hot.. that's all that matters to her n the other guy

[neo matrix @neoinmatrix700]

@ArunudoyB Bro it's not about the actual executioner of the plan..
But The planner Bhaipo has to pay for it..

[neo matrix @neoinmatrix700]

@theskindoctor13 And magnanimous Modi makes her the CM .. Suvendu Adhikari becomes a 🤡