UPSC Analytics

Resolved the font issue. Keep the feedback incoming in the @upsc_analytics_helpline_bot. Refresh browsers now. Thanks !! @upscseeproanalytics

Approved for 5 more. Check now

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Users who had expresed interest for beta testing : Please sign up via email - instructions dispatched via bot. Dm you email in the bot only in the same message thread. Will approve promptly. Looking forward to your feedback. Thank you !!

This is the first step. The actual war begins now. Join the focus group for dedicated mains preparation. @MainsOdysseyGatekeeperBot @upscseeproanalytics

Force deployed in ORN

true ?

WIll add tutorial soon.

Mains playground is open for wider beta testing. Submit on helpline bot - as shown in the sshot second How Mains playground will be helpful (See video too) : 1. You don't need to hunt for specific topics in topper copies. lets say you want to study stupa and see what toppers have written for it - just go to the architecture microtheme in GS2 and you will have all the topper answers for stupa there : • All introductions, conclusions for stupas shown at one place - pick your top choice • You can also view topper copy(containing that info) and do a once-over through it by opening it inline • Dimensions are being added and reprocessed currently. They will keep appearing as you go. 2.Another example : This will end the content hunt - you no longer need to scour pdfs over pdfs of topper copies. Lets say - you want to search what toppers have written for "Issues related to poverty and hunger" - just go to that specific topic in gs2 -> then open the relevant sub theme you want to search - lets say legal framework and you have it . Not only will you get what toppers write - you will be able to see all the dimensions toppers have opened - like pros/cons/s tatus of existing legal frameworks etc in one place - OCR'ed already for you. NO NEED TO DO OCR AGAIN AND AGAIN. 3. We are inviting beta testers as our hands are honestly full at this moment. Sign up via the helpline bot - as shown in sshots. Just add "Beta tester" in the Feature request. 4. Beta testers will get flat 10% off on all mains playground subscriptions. 5. Also as a token of gratitude of our existing subscriber basee - even if you had any of our subscription) - you will get flat 20% off on mains and ca playground going forward - for placing your trust in us. Thank you so much. @upscseeproanalytics

We have created a Mains 2026 Focus group. Entry to this group will be auto-moderated by @MainsOdysseyGatekeeperBot Purpose of the Group : - Mains 2026 - post any and all your doubts. We will also add our interview appeared evaluators there to guide you - free of cost. - We will regularly post questions and you can write answers and post them. Peers can review and comment accordingly. - We will keep posting mains relevant CA and topics in the closed group. @MainsOdysseyGatekeeperBot For Mains 2026 - we have created this bot to regulate entry for candidates appearing in Mains 2026 - Just do a start command on the bot - It will scan your admit card and post verification with prelims 2026 result pdf(when it comes) - let you into a group created specifically for Mains 2026 candidates - It will allow entry once per roll number - It has all the fail safe checks - It will prevent entry of trollers and unserious candidates due to verification against admit cards #mains2026 #itbegins @upscseeproanalytics

AI-related initiatives: Would be helpful for mains For the physically challenged 1. PathPal edge-AI system – to enhance independence and navigation for the visually impaired 2. SMARTON – OCR for documents deployed in schools for inclusive education 3. Shruti AI – real-time voice-to-Indian-sign-language translation 4. Vaani AI – augmentative and alternative communication support for individuals with autism 5. Pheezee - AI-powered wearable integrates joint mobility sensors and surface muscle activity sensors for people suffering from strokes For small farmers 1. MapMyCrop – Predicting precise 15-day window when sucrose level will peak 2. Chemistry-Aware Crop Yield System – reads invisible chemical makeup of soil to detect hidden toxicities and nutrient imbalances 3. Maharashtra's MAHAVISTAAR and Africa's - employ NLP and voice-first initiatives to mitigate literacy barriers For women's empowerment 1. NyayaSakhi-SWATI – AI-supported legal assistance in Maharashtra for survivors of domestic abuse 2. AtenAI in Peru - Fighting gender stereotypes in STEM education 3. YASHODA AI – Teaches women in rural and semi-urban areas how to identify deepfakes and financial scams 4. MetasQ - In Odisha, using small language models to give agricultural advisories for women's SHGs For healthcare 1. Nayanmithram 2.0 - In Kerala, integrated AI into state's chronic eye disease screening programme. 2. Cough Against TB - tuberculosis elimination efforts by targeting potential cases through sound analysis 3. In Rwanda and Kenya, AI-assisted visual inspection tools for cervical cancer 4. AyurVAID D-RISK - uses machine learning for non-invasive diabetes detection 5. Cardiac Twin platform - allows surgeons to visualize patients' hearts in 3D before making an incision For education 1. BharatGen Yojaka - "human-in-the-loop" AI assessment platform 2. Chimple – Generative AI studio for curriculum-aligned learning games in local languages 3. QwiXGenie - AI tutoring platform for coding and technical skills 4. PadhAI – speech recognition to assess oral reading fluency Came across this very beautiful article, which is enriched with examples for value addition. Also, this could be directly asked in the exam as well. https://upscanalytics.opuslabs.in/knowledge-graph/ @upscseeproanalytics

AI-related initiatives: Would be helpful for mains For the physically challenged 1. PathPal edge-AI system – to enhance independence and navigation for the visually impaired 2. SMARTON – OCR for documents deployed in schools for inclusive education 3. Shruti AI – real-time voice-to-Indian-sign-language translation 4. Vaani AI – augmentative and alternative communication support for individuals with autism 5. Pheezee - AI-powered wearable integrates joint mobility sensors and surface muscle activity sensors for people suffering from strokes For small farmers 1. MapMyCrop - Predicting precise 15-day window when sucrose level will peak 2. Chemistry-Aware Crop Yield System - reads invisible chemical makeup of soil to detect hidden toxicities and nutrient imbalances 3. Maharashtra's MAHAVISTAAR and Africa's - employ NLP and voice-first initiatives to mitigate literacy barriers For women's empowerment 1. NyayaSakhi-SWATI - AI supported legal assistance in Maharashtra for survivors of domestic abuse

Launching "Mains Odyssey" Test series. We hope with this test series - we will help you cross the rubicon of Mains 2026. Starting 17th June. Candidates can pick out any single test from the schedule and plan accordingly. Candidates are not compelled to buy entire test series. @upscseeproanalytics

Thank you everyone for joining in! Special thanks to Bhargav and Vaidehi for joining in. It was such a rich, fruitful and insightful session. We will share Bhargav's notes with you soon.

Bhargav has joined. Keep the questions coming. Either post in chat window or on @upsc_analytics_helpline_bot Thanks.