99Notes IAS

Today's question based on today's current Lecture: As India expands its Digital Public Infrastructure (DPI) via AI tools, explain the ethical and systemic risks posed by Large Language Model (LLM) hallucinations. What institutional verification frameworks should the state adopt to mitigate these challenges? (15 Marks, 250 Words)

10 PM Live Stream Link: https://www.youtube.com/live/puf8JMyTfVo

I gave this question yesterday in our current Affairs video: 1. India's 'One Nation One Subscription' (ONOS) framework addresses inequality in reading access but does not solve the structural issues of scientific publishing. Discuss how India can optimize its R&D spending to build true knowledge sovereignty. (15 Marks, 250 Words) Anyone who has written answers may submit it on this group: https://t.me/DailyanswerwritingUPSC

🚨 LIVE @10PM: 23rd June UPSC Current Affairs Analysis! Live Stream Link: https://www.youtube.com/live/B8zp88R4E78 Today's topics: NEET-UG Re-test, India-US Trade Deal, Western Ghats ESAs | UPSC Prepare for UPSC - Beast Mode

Images/Mindmap from 22nd June CA: https://youtube.com/live/oyGjNbEJJjI?feature=share

Images/Mindmaps from 21st June CA: https://youtube.com/live/KynuDoe4kGw?feature=share

Images/Mindmaps from 20th June CA: https://youtube.com/live/q6wdtyzkNsQ?feature=share

Images from 19th June CA: https://youtube.com/live/rGpixQMTh4U?feature=share

Images/Mindmaps from 18th June CA: https://youtube.com/live/jhJIIUXvc-8?feature=share

Images/Mindmaps from 16th June CA: https://youtube.com/live/YC0y7HE2Sf0?feature=share

https://www.upsc.gov.in/sites/default/files/WR-CSP-2026-RollList-Engl-150626.pdf UPSC Prelims 2026 Result out.

Lets discuss Today's current Affairs: https://www.youtube.com/watch?v=kS_XcRcaCsY

Going Live soon: https://www.youtube.com/watch?v=KyRynMEgxH0

Going Live with today's current affairs: https://www.google.com/search?q=https://www.youtube.com/watch%3Fv%3DeXZDSDRmRjs

Images from Today's CA - Going Live soon: http://www.youtube.com/watch?v=9N3aaDAlQeE

Prelims results to be announced soon. Make your strategies accordingly. Cutoff Prediction Methodology: https://youtu.be/UR4fCrZWzL0

I wouldnt be conducting Current Affairs class today, as I am tavelling.

Going live with Today's Current Affairs : http://www.youtube.com/watch?v=yUz6kU7FTTo -