“Dhurandhar is propaganda”
vs
“No, it’s just cinema”

Both sides are arguing.

But the truth is more nuanced 👇🧵

1) Why some people call it propaganda:

- Real political references (like Narendra Modi)
- Positive framing of decisions like demonetisation
- Strong emotional storytelling

👉 Feels like narrative shaping

2) Also—what is not shown matters

No focus on:
- Economic hardships post-demonetisation
- Policy criticism

So critics say:
👉 “Selective reality = propaganda”

3) But here’s the other side (the most important one)👇

👉Every film has a limited scope

Dhurandhar isn’t a documentary on demonetisation
It’s a story using real events as backdrop

No film can show everything

👉Important distinction:

Not showing something ≠ hiding something

Sometimes, it’s just:
☑️”Not relevant to the plot”

5) So when does it become propaganda?

If the film:
- Actively glorifies one particular ideology (which in the movie IT DOES NOT)
- Avoids complexity despite having scope
- Pushes one narrative emotionally

Then yes—there’s a concern

6) But if it:
- Uses real events as context
- Focuses on its own storyline
- Doesn’t claim to be the full truth

👉 Then it’s just cinema, not propaganda

7) Final take:

☑️Dhurandhar sits in a grey zone

Not pure propaganda ❌

And that’s where most mass cinema exists

8) As viewers (and aspirants):

Don’t just react.
👉 Analyse

Because UPSC won’t ask:
“What did you feel?”

It asks:
👉 “How do you think?”

#UPSC #Cinema #CriticalThinking #Dhurandhar2‌ #Dhurandhar2‌TheRevenge

https://youtu.be/dUMNg8qo6fM?si=c6wIQyOJN6jlAdiH

☑️Tribute to Ram Manohar Lohia Ji on his Birthday. (Current affairs) - let’s link this to the Static part of Modern History

In this video , you can watch and make notes about his contributions.

👉 His ideology and Role in freedom struggle
👉 Concept of “Saptakranti” and it’s relevance in contemporary times.

#ModernHistory #UPSC

Use of AI in Disaster Management (in news)

☑️From PIB (Use these as examples in answers)

1. Holistic Disaster Management Approach
•India follows end-to-end disaster cycle:
•Preparedness → Response → Recovery → Mitigation
•Emphasis on technology + international cooperation

2. Legal & Institutional Backing
•Disaster Management (Amendment) Act, 2025
•Mandates National Disaster Database
👉Includes:
•Risk assessments
•Mitigation plans
•Real-time disaster data

➡️ Use this as a governance reform point

3. AI in Weather Forecasting
•India Meteorological Department using AI/ML models
•7-day advance predictions
•Cyclone tracking (Mission Mausam)
•AI-based flood simulations

➡️ Example: Improved accuracy in cyclone alerts

4. Decision Support Systems
•National Disaster Management Authority
•Web-DCRA & DSS tools
👉Used in cyclones:
•Biparjoy
•Michaung

➡️ Shows real-time planning capability

5. Risk Mapping & Atlases
•National Remote Sensing Centre
•Flood Hazard Atlas for multiple states
👉Helps in:
•Zoning
•Urban planning
•Disaster preparedness

6. AI in Flood Forecasting
•Central Water Commission
•AI-based short-range flood forecasting models
•Applied across river systems
•Pilot in 2025

⚡ Extra Value-Added Facts (Write to get extra marks)

📚Global Best Practices
•Google Flood Hub – AI flood forecasting in South Asia
•IBM Watson Disaster Response – real-time analytics
•Japan uses AI for earthquake early warning

📖Data Points (Use in intro while creating context for the mains answer)
•India loses ~2% of GDP annually due to disasters (various estimates)
•Around 75% of Indian districts are disaster-prone

📚Emerging AI Uses
•Social media analytics → detect distress signals
•Drone + AI mapping → search & rescue
•Digital twins → simulate disaster scenarios
•AI in insurance → faster claim settlement

☑️Challenges
•Algorithm bias in risk prediction
•Lack of interoperable data platforms
•Cybersecurity risks in critical infra
•Over-reliance on tech vs local knowledge

☑️Way Forward (Enrich your answers)
•Integrate AI with Sendai Framework for Disaster Risk Reduction
•Strengthen district-level AI capacity
•Promote open data ecosystem
•Indigenous AI under Digital India Mission

☑️Conclusive lines with individual perspective :

AI in disaster management is not merely about algorithms—it is about saving lives with compassion, speed, and dignity.
This can transform disaster management in India from a relief-centric approach to a resilience-driven model, ensuring timely intervention and minimal loss.

#UPSC #DisasterManagement

Details here - https://x.com/upscwithcsr/status/2036429113557393452?s=46

📚India’s Nationally Determined Contributions (2031-2035) to the UNFCCC gets approved by cabinet

Here’s the crisp UPSC Prelims-focused takeaways + conceptual clarity on NDC from the PIB note 👇

☑️INDIA’S UPDATED NDC (2031–2035) - PRELIMS FACTS

🎯Core Targets
•Emissions intensity reduction:
👉 47% reduction by 2035 (from 2005 levels)
•Non-fossil fuel capacity:
👉 60% of installed electric power capacity by 2035
•Carbon sink target:
👉 3.5–4.0 billion tonnes CO₂ equivalent through forests & tree cover
•Linked with:
•Net Zero target → 2070
•Viksit Bharat → 2047

☑️Progress Achieved (Important for elimination-based MCQs)
•Emissions intensity already reduced:
👉 36% (2005–2020)
•Non-fossil capacity (as of Feb 2026):
👉 52.57% achieved (target met 5 years early)
•Carbon sink created:
👉 2.29 billion tonnes CO₂ eq. (by 2021)

☑️Previous NDC (2015) — VERY IMPORTANT
•33–35% emissions intensity reduction by 2030
•40% non-fossil capacity
✔ Both achieved ahead of time

☑️Key Schemes / Initiatives Mentioned

(Important for matching-type questions)
•Green Hydrogen Mission
•PM Surya Ghar: Muft Bijli Yojana
•PM-KUSUM
•PLI Scheme
•CCUS (Carbon Capture, Utilisation & Storage)
•Nuclear energy push

☑️International Initiatives
•ISA → Solar cooperation
•CDRI → Disaster resilience
•GBA → Biofuels
•Lead-IT → Industrial transition

☑️Adaptation Measures
•Mangrove restoration
•Glacier monitoring
•Heat Action Plans
•Early warning systems
•Climate-resilient infrastructure

☑️Institutional Framework
•NAPCC (National Action Plan on Climate Change)
•SAPCC (State Action Plans)
•Whole-of-government + whole-of-society approach

☑️Key Principles (Very important for conceptual MCQs)
•CBDR-RC → Common But Differentiated Responsibilities & Respective Capabilities
•Based on:
•Equity
•Development needs
•Energy security

💥WHAT IS NDC? (Concept)

☑️Definition
•NDC = Nationally Determined Contributions
•Climate targets submitted by countries under:
👉 UNFCCC (United Nations Framework Convention on Climate Change)
👉 As part of the Paris Agreement (2015)

☑️Key Features
•Country-specific (bottom-up approach)
•Covers:
•Mitigation (emission reduction)
•Adaptation
•Finance & technology needs
•Updated every 5 years
👉 With progressively higher ambition

☑️Legal Nature
•Targets are NOT legally binding
•But:
👉 Reporting & transparency are binding

☑️Global Mechanism
•Global Stocktake (GST):
👉 Every 5 years to assess collective progress

☑️India’s Approach
•Balances:
•Development needs
•Climate action
•Emphasis on:
•Climate justice
•Lifestyle for Environment (LiFE)

🎯EXAM TRAPS (Prelims)
•❌ NDC targets are legally binding → Wrong
•❌ Same targets for all countries → Wrong
•✅ Based on CBDR principle
•✅ Reviewed every 5 years
•✅ Submitted under Paris Agreement

#UPSC #UPSCPrelims2026

📚My Prelims Strategy: Precision Over Volume - “Selection is a Strategy, Not a Syllabus.”

💥10 Rules. One Target : “Prelims”

1. Core Philosophy (Your Strength)

You’re not a “random reader” - you’re a pattern recognizer.

👉 So your strategy should be:
•PYQ-driven
•Concept-linked
•Revision-heavy
•Not source-heavy

Golden Rule:

“UPSC doesn’t test what you read, it tests what you retain + apply.”

2. Sources - Keep Them Limited (Very Important for YOU)

You already tend to go deep (good for Mains), but Prelims needs control.

Stick to:
•Polity → Laxmikanth (multiple revisions)
•Economy → Class notes + basics (avoid over-expansion)
•Geography → NCERT + maps
•Environment → PYQ + current-based
•History → Selective (focus on themes, not stories)
•Current Affairs → Last 1–1.5 year (revision > accumulation)

👉 Your danger zone: over-reading IR & analysis in Prelims phase

3. PYQ-Based Preparation (Your Biggest Weapon)

You should do this better than most aspirants:

How YOU should do PYQs:
•Solve topic-wise (last 25–30 years)
•Extract patterns:
🎯Statements framing
🎯Extreme words (only, all, none)
🎯Static + current linkage

👉 Example:
•Environment → Species + conventions
•Polity → Constitutional vs non-constitutional + Legislature vs Executive + judiciary
•Economy → Concepts + schemes

Make a “PYQ notebook”
Not notes — patterns + traps

4. Revision Strategy (This will decide your rank)

You are capable of depth — now convert it into recall.

Ideal Cycle:
•1st revision → understanding
•2nd → consolidation
•3rd → retention
•4th+ → speed + accuracy

👉 Rule:

“If you can’t revise it 3-4 times, you shouldn’t read it once.”

5. Mock Test Strategy (Where you gain edge)

For YOU specifically:
•Give 30–40 quality tests
•Focus on:
🎯Option elimination
🎯Risk calibration
🎯Silly mistake reduction

After each test:

Do 3 things:
1.Why wrong? (knowledge vs logic)
2.Why right? (guess vs certainty)
3.What pattern repeated?

👉 Build your personal elimination toolkit:
•Extreme words → suspicious
•Familiar statement → often correct
•Unknown + complex → often wrong

6. Attempt Strategy (Critical for you)

Based on your analytical nature:
•Attempt range: 80–90 questions
•Accuracy target: 70–75%

👉 Rule:
•100% sure → attempt
•50-50 → intelligent elimination
•Blind guess → avoid

7. Last 30 Days Plan (Game Changer)

This phase suits your temperament.
🎯ONLY revise:
•Notes
•PYQs
•Mistake notebook
•No new sources
•Daily CSAT practice (don’t ignore)

👉 Add:
•Maps (5 min daily)
•Schemes revision (rapid cycles)

8. Your Weak Spots (Honest Feedback)

Let me be direct - this is where you need control:

❌ Over-analysis
❌ Over-expansion of sources
❌ Spending too much time on “interesting topics”

👉 Fix:
•Time-box study
•Stick to exam relevance
•Think like UPSC, not like a researcher

9. Your Edge (Use it fully)

You have 3 major advantages:
👉Strong conceptual clarity
👉Good articulation (Mains-ready mind)
👉Ability to connect topics (IR, economy, ethics)

👉 Convert this into:
•Better elimination
•Better retention
•Better accuracy

10) 🔥 Final Strategy Line

“I will not study more - I will revise smarter, attempt sharper, and think like UPSC.”


#UPSC #UPSCPrelims #Ias #upscprelims2026 #upscpreparation

I have compiled most of the places (area wise) which are in news (current affairs) with maps.

Please go through the thread and download the maps.

Thank you