Best practice:Rescued bonded labour Pitambar Shah from Maharashtra, hailing from Bihar was invited as a special guest in Independence Day celebrations at Red Fort. He said ,he was proud to be invited as special guests.

Usage gs1 bonded labour,gs2 dignity of citizens,good governance, gs3 labour reforms, gs4 welfare of masses,State as protector of rights,case studies,essay


#bonded_labour #exploitation

This case study  is handy in multiple places to show effective governance.

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Best practice:Godrej Industries Group stepped forward to acquire the collection of 349 jewels from Sotheby. Sacred Buddhist Piprahwa gemstones, put up for auction, which is now repatriated to India after 127 years.
This shows an innovative PPP to safeguard the cultural heritage .India used diplomatic capital to cancel the auction.
This raised awareness about India's role as a steward of Buddhist heritage.

Usage gs1 cultural heritage protection, gs3 PPP, gs4 CSR,essay

#soft_power #CSR

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Case study:Demand surge for donkey hides due to usage for it in Chinese traditional medicine, Ejiao whose benefits in immunity increase and tackling anaemia are still not scientifically proven. UK based NGO, Donkey Sanctuary reports 6 million donkeys killed every year. China has now to import donkey hides from Colombia, Brazil, Ethiopia, Kenya. Risk of zoonotic disease increases as they are pushed to slaughter house.
Donkey stolen cases from poor, vulnerable families have risen and it is often women who are forced to do work that donkeys once did. In Ghana, girls are pulled out of schools early to shoulder these burdens.
In Pakistan, China's latest market price of donkeys have surged to ₹2 lakh this year.

Usage gs1 women, poverty, health ignorance, gs3 animal welfare, One Health approach, gs4 anthropocentric view of environment versus egocentric approach, essay

#animal_welfare #women #poverty

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Data:1.2 crore public grievances were received between 2020 to 2025 against different government departments through CPGRAMS portal.

Usage gs2 accountable government, public service, grievance redressal,gs4 good governance,SEVOTTAM model,ethics in governance,essay on similar themes

#grievance #public_service

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Case study:Delhi HC quashed the CIC's permission to inspect DU records of 1978,the year PM graduated.It said that 'something which is of interest to the public ' is quite different from 'something which is in the public interest'.Also,the court said the fact that informstion pertains to a public figure doesn't extinguish privacy rights over personal data,unconnected with public duties.

Usage gs2 RTI exemptions,gs4 transparency balancing with privacy,public interest, essay on similar themes

#RTI #privacy

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Case study:Karnataka Shakti scheme offers free public bus travel to women and led to ridership surge by 40%.This enhanced women's mobility for work,education and enterprise,led to reduced dependence on male members,enhanced women's autonomy.

Usage gs1 women empowerment, gs2 policy interventions for human development, demographic dividend, gs3 inclusive growth, human capital formation, mobility,gs4 good governance, case studies,essay

#women_empowerment

Revise the content brothers and sisters multiple times.It should be etched in your memory so that it is replicated in the exam.
The festival season should not derail your preparation. The breaks should be measured,calculated and planned.

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Examples:Tractor and Farm Equipment Ltd. (TAFE) working with xFarm agri startup of Italy which provides customized, personalised farm solutions, helps in digitalization, precision agriculture.
TAFE works also on AGAAS (agriculture as a service) , has drones for crop monitoring, spraying pesticides etc.
TAFE views electric tractors not as cost effective but CNG based tractors could be interesting.

Usage gs2 manufacturing,gs3 agriculture, decarbonisation, essay

#agriculture #manufacturing

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Best practice:Mahindra group believes in ‘give back more than we take’.
Mahindra sustainability framework: People > Planet > Profit
Planet Positive philosophy is in-built in ESG framework.
Aims to be Carbon neutral by 2040.

Goes beyond a shareholder-centric view and embrace a stakeholder-centric worldview. This ethos is enshrined in the Mahindra Sustainability Framework.

Rewards experimentation, even failures.

Usage in multiple places in gs3 sustainability ,environmental conservation, gs4 corporate governance, ethics as a way of life,ethics relevance for organisation

sustainable _development  #CSR

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Best practice:NGO Eduacte Girls won Ramon Magsaysay award.Educate Girls helps identify, enrol, and retain out-of-school girls and improve foundational skills in literacy and numeracy for all children (both girls and boys). When formal schooling isn't an option, Educate Girls provides a second chance program to help girls complete their secondary education.
Strongly aligned with the ‘Right to Education Act’, ‘Samagra Shiksha,’ and the National Education Policy.
Ground-breaking work in addressing gender injustice.

Usage gs1 women empowerment, gs2 role of Civil society,education, gs3 human capital formation, gs4 ethics in society,distributive justice,case studies and essay

#women_empowerment #NGO

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Best practice:Maha Land Bank System(Maharashtra) developed a digital repository of government land, provides transparent information on various land types (E, F, G, C, Nazul, etc.) through an online portal for use in affordable housing for migrants, irrigation, industry, aquaculture, and plantations.Auctioning remaining land for revenue generation.
Helps bridge information asymmetry, ensures efficient land allocation, and promotes citizen-centric governance.

Usage: GS2 (e-Governance, transparency), GS3 (land reforms, inclusive development)

#eGovernance #transparency #landreforms #goodgovernance


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Anecdote:"Know your place" said NIKE to a decorated Olympic athlete Allyson Felix in 2018,when she got pregnant and was financially penalisiher.
She founded her own brand Saysh One and said "I used my voice and built this company for you. So that you never have to train at 4:30 a.m. while you're five months pregnant to hide your pregnancy from your sponsor". 

She added,"I don’t talk about it often, but NIKE was willing to provide me that protection. They just weren’t willing to offer it to all of their female athletes at that point. I faced a choice. Look out for myself or fight for every woman who would come after me. I chose to fight.

I am not a victim, but will use my voice when I see injustice. I am not a victim. I am a warrior, carved from the trials I've faced and the injustices I've dared to challenge. "

She is perhaps the first athlete to wear shoes of her own brand winning an Olympic gold.

The entire sports Industry was revolutionised and NIKE had to update it's policy.

This shows the courage to fight injustice, perseverance,grit,fighting gender discrimination.

Usage gs4,essay

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Case study:A 71-year-old retired woman doctor from Hyderabad was duped of over ₹20 lakh in an online investment scam involving an AI-generated video and a fraudulent trading platform which falsely shown Union FM advertising it.

Usage gs2 Digital India,gs3 cyber security, gs4 technological ethics breach,case studies

#cyber_frauds

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Best practice:Women Economic Empowerment (WEE) Index by UP government and Udayati Foundation designed to assess how government schemes benefit women and drive gender-inclusive, evidence-based policymaking .
Promotes self reliance and dignity.

Usage gs1 women empowerment,Civil society role in good governance, gs3 inclusive growth,GDP target of $30 trillion by 2047,gs4 gender ethics,essay

#women_led_development

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Idea:Invisible cost of labour,exploitation in AI.Data labelling, content moderation done by 'ghost workers' mostly from developing countries. A machine cannot process the meaning behind raw data.Data annotators labelling raw images,audio,video,text and this becomes the training set for AI and ML models.

Usage gs3,gs4 ethical issues in AI,essay

#AI_ethics

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Case study:Supreme Court fines Public Works Department(PWD) ₹5 lakh for using workers to clean sewers outside the court premises.

Usage gs1,social justice, issues as state itself is one of the largest employer, lack of PPE, gs4 against Kantian idea of human as end in itself, human dignity violation, limitations of law, case studies, essay

#manual_scavenging #human_dignity

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Idea:Army aims to make every soldier a drone operator,just like they carry weapons, based on "Eagle in the Arm"-which aims to equip every soldier with the ability to operate drones for various tasks like surveillance, combat, and medical evacuation, increasing the Army's combat readiness and self-reliance in drone technology through in-house development and training centers. Counter drone systems also inducted.

Usage gs2 Army reforms, gs3 hybrid warfare,drone technology, gs4 ethical use of technology,essay

#drone #hybrid_warfare

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Team Steel Frame

Dear brothers and sisters,
Hope you are doing well.It's been really long since we spoke.
The results of Mains have been declared and it would have evoked mixed response.Those who couldn't clear it,kindly remember it is the not the end,"picture abhi baaki hai."

Life is much more than an exam,perks,jobs,status.Many of us already have numerous things which many don't have and yet we are not thankful to life.

Take a break,talk to loved ones,watch movies,eat good and think the future course of action in a calm manner.If you wish to prepare again then gather energy ,take a step back and bounce back again with full energy.Introspect what went wrong and what steps you will take.You can reach out to us on telegram at @steelframe123 or e-mail thesteelframeacademy@gmail.com

The road to success traverses through unsuccessful ventures and is success a function of your response to the setbacks.

Those who cleared it,congratulations, but yes,a lot more to be done for interview.

Keep revising our content those who are doing answer writing. Take care of your health-physical,mental,emotional and spiritual.
"God is on your side"!

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Team Steel Frame

Best practice:Impulse NGO Network (INGON) was started with the purpose of addressing trafficking of women and children of northeast India for sexual exploitation and forced labour.

The Impulse Model (formerly known as The Meghalaya Model) is holistic method that engages key stakeholders from the public and private sectors to work together to combat human trafficking;also been adopted in Myanmar, Nepal and Bangladesh.It is based on 6 P's and 6 R's.

Usage gs1 social justice,way forward for any social malaise,gs2 role of NGO in good governance,gs3 NE development,human trafficking, boder management, gs4 ethical governance,Sarvodaya,Theory of Justice by John Rawls.
Such framework is very helpful in gaining an edge over others in Mains.

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#NGO #human_trafficking

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Best practice:Sreereshmi Udayakumar, a humanitarian from Kochi and founder of the ‘Koottu’ collective, arranged the delivery of a 3,000-litre water truck to 250 displaced families in Gaza.Water streams are polluted due to war and children getting infected by jaundice,diarrhoea and skin infections.
Instagram viral reels shows children,women thanking Reshmi by holding boards, highlights small act of kindness and compassion instill a ray of hope in odd circumstances.

Usage gs4 compassion,milk of human kindness,empathy ,fraternity as a preambular value,global outlook,cosmopolitanism,essay

#empathy #love_for_human

Dear brothers and sisters, these example give a fresh perspective to your answers,kindly note them in your ethics notebook.The recollection will be easy during the short window between Prelims and Mains.

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