FLFPR
Labour Force Participation Rate (LFPR) in usual status (ps+ss) for persons of age 15 years and above observed as 59.3% during 2025 and remained stable compared to 2024. The same for male and female stood at 79.1% and 40.0%, respectively, in 2025.
Link: https://t.me/bpscweb/43382
#CA2026
#DATA
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Labour Force Participation Rate (LFPR) in usual status (ps+ss) for persons of age 15 years and above observed as 59.3% during 2025 and remained stable compared to 2024. The same for male and female stood at 79.1% and 40.0%, respectively, in 2025.
Link: https://t.me/bpscweb/43382
#CA2026
#DATA
👇🏻👇🏻
AI Companies —> Models (with function)
• OpenAI —> GPT (text/LLM), DALL·E (image), Whisper (speech-to-text), Codex (coding)
• Google DeepMind —> Gemini (multimodal), Imagen (image), Veo (video), AlphaFold (protein)
• Anthropic —> Claude (LLM, safety-focused)
• Meta —> LLaMA (open LLM)
• xAI —> Grok (real-time conversational AI)
• Mistral AI —> Mistral (efficient LLM), Mixtral (MoE LLM)
• DeepSeek —> V-series (LLM, reasoning/coding)
• Microsoft —> MAI (multimodal—voice/image)
• Stability AI —> Stable Diffusion (image)
• Midjourney —> Midjourney (image)
#CA2026
• OpenAI —> GPT (text/LLM), DALL·E (image), Whisper (speech-to-text), Codex (coding)
• Google DeepMind —> Gemini (multimodal), Imagen (image), Veo (video), AlphaFold (protein)
• Anthropic —> Claude (LLM, safety-focused)
• Meta —> LLaMA (open LLM)
• xAI —> Grok (real-time conversational AI)
• Mistral AI —> Mistral (efficient LLM), Mixtral (MoE LLM)
• DeepSeek —> V-series (LLM, reasoning/coding)
• Microsoft —> MAI (multimodal—voice/image)
• Stability AI —> Stable Diffusion (image)
• Midjourney —> Midjourney (image)
#CA2026
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Consider the pairs:
1. Whisper — Speech recognition
2. DALL·E — Image generation 3. AlphaFold — Protein structure prediction 4. Veo — Video generation Which of the pairs given above are correct?
1. Whisper — Speech recognition
2. DALL·E — Image generation 3. AlphaFold — Protein structure prediction 4. Veo — Video generation Which of the pairs given above are correct?
Anonymous Quiz
2%
A. 1 and 2 only
34%
B. 1, 2 and 3 only
10%
C. 2, 3 and 4 only
54%
D. 1, 2, 3 and 4
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India FLFPR: 40% ; Bihar: 24.7% (PLFS, 2025)
India FLFPR: 32.4% (ILO 2025)
Female dropout rate (Bihar):
• Primary: 8.7%
• Secondary: 25.9%
• Higher Secondary: 25.1%
Fertility Rate:
• Bihar: 2.8 (highest in India)
• All-India: 1.9
Population Growth Rate:
• Bihar: 1.43%
• India: 0.9%
STEM Link (#GS2mains)
• Bihar’s Low FLFPR (24.7%) + High dropout (secondary onwards)—> shrinking pipeline for girls entering STEM education
• High fertility + population growth—> more dependents —> early exit of girls from education —> weak STEM participation
• Result: Bihar has labour surplus but STEM-skilled female deficit
Link: https://t.me/bpscweb/43395
#BIHARspecial
India FLFPR: 32.4% (ILO 2025)
Female dropout rate (Bihar):
• Primary: 8.7%
• Secondary: 25.9%
• Higher Secondary: 25.1%
Fertility Rate:
• Bihar: 2.8 (highest in India)
• All-India: 1.9
Population Growth Rate:
• Bihar: 1.43%
• India: 0.9%
STEM Link (#GS2mains)
• Bihar’s Low FLFPR (24.7%) + High dropout (secondary onwards)—> shrinking pipeline for girls entering STEM education
• High fertility + population growth—> more dependents —> early exit of girls from education —> weak STEM participation
• Result: Bihar has labour surplus but STEM-skilled female deficit
Link: https://t.me/bpscweb/43395
#BIHARspecial
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Bihar’s First Global Multidisciplinary University—> Pravaha
Pravaha is a new, multidisciplinary university being developed in Loma, Vaishali (62 km from Patna), Bihar, focused on high-demand fields like AI, technology, and entrepreneurship.
It is a project aimed at transforming higher education in the state, with Phase 1 construction starting in April 2026 and the inaugural cohort of a one-year postgraduate fellowship expected in August 2027
#BIHARspecial
Pravaha is a new, multidisciplinary university being developed in Loma, Vaishali (62 km from Patna), Bihar, focused on high-demand fields like AI, technology, and entrepreneurship.
It is a project aimed at transforming higher education in the state, with Phase 1 construction starting in April 2026 and the inaugural cohort of a one-year postgraduate fellowship expected in August 2027
#BIHARspecial
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CHAR DHAM (UTTARAKHAND)
Temples (Himalayan Char Dham)
• Yamunotri —> Source of Yamuna River
• Gangotri —> Origin of Ganga (actual source: Gomukh glacier)
• Kedarnath —> Dedicated to Lord Shiva (12 Jyotirlingas)
• Badrinath —> Dedicated to Lord Vishnu
👉 Located in Garhwal Himalayas (Uttarakhand)
ASSOCIATED SITES:-
1.Near Yamunotri
• Janaki Chatti (base camp)
• Surya Kund (hot water spring)
• Divya Shila (worshipped before temple entry)
2.Near Gangotri
• Gomukh —> Glacier snout, origin of Bhagirathi
• Tapovan (meadow near Shivling peak)
• Dayara Bugyal (alpine meadow)
• Nachiketa Tal (linked to Kathopanishad legend)
3.Near Kedarnath
• Vasuki Tal
• Triyuginarayan Temple —> Mythological marriage site of Shiva-Parvati
• Chopta —> “Mini Switzerland of India”
• Tungnath (highest Shiva temple in the world)
4.Near Badrinath
• Mana Village —> Near Indo-China border
• Valley of Flowers
• Auli
• Vasudhara Falls
• Satopanth Tal (triangular glacial lake)
#GEOGRAPHY
Temples (Himalayan Char Dham)
• Yamunotri —> Source of Yamuna River
• Gangotri —> Origin of Ganga (actual source: Gomukh glacier)
• Kedarnath —> Dedicated to Lord Shiva (12 Jyotirlingas)
• Badrinath —> Dedicated to Lord Vishnu
👉 Located in Garhwal Himalayas (Uttarakhand)
ASSOCIATED SITES:-
1.Near Yamunotri
• Janaki Chatti (base camp)
• Surya Kund (hot water spring)
• Divya Shila (worshipped before temple entry)
2.Near Gangotri
• Gomukh —> Glacier snout, origin of Bhagirathi
• Tapovan (meadow near Shivling peak)
• Dayara Bugyal (alpine meadow)
• Nachiketa Tal (linked to Kathopanishad legend)
3.Near Kedarnath
• Vasuki Tal
• Triyuginarayan Temple —> Mythological marriage site of Shiva-Parvati
• Chopta —> “Mini Switzerland of India”
• Tungnath (highest Shiva temple in the world)
4.Near Badrinath
• Mana Village —> Near Indo-China border
• Valley of Flowers
• Auli
• Vasudhara Falls
• Satopanth Tal (triangular glacial lake)
#GEOGRAPHY
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PANCH PRAYAG (RIVER CONFLUENCES)
1. Devprayag —> Forms Ganga
2. Rudraprayag —> Alaknanda + Mandakini
3. Karnaprayag —> Alaknanda + Pindar
4. Nandaprayag —> Alaknanda + Nandakini
5. Vishnuprayag —> Alaknanda + Dhauliganga
👉 All located along Alaknanda River system
PANCH BADRI
1. Badrinath (Vishal Badri)
2. Yogadhyan Badri
3. Bhavishya Badri
4. Vridha Badri
5. Adi Badri
👉 Associated with different forms of Lord Vishnu
Panch Kedar:- (Associated with Shiva – body parts legend after Mahabharata) 👉 Formed where Shiva’s body parts appeared to Pandavas
1. Kedarnath Temple
-Hump (back) of bull
-Only Jyotirlinga among Panch Kedar
2. Tungnath Temple
-Arms of Shiva
-Highest Shiva temple in the world (~3680 m)
3. Rudranath Temple
-Face of Shiva
4. Madhyamaheshwar Temple
-Navel (middle part)
5. Kalpeshwar Temple
-Hair (jata) of Shiva
-Only Panch Kedar temple open throughout the year
#GEOGRAPHY
1. Devprayag —> Forms Ganga
2. Rudraprayag —> Alaknanda + Mandakini
3. Karnaprayag —> Alaknanda + Pindar
4. Nandaprayag —> Alaknanda + Nandakini
5. Vishnuprayag —> Alaknanda + Dhauliganga
👉 All located along Alaknanda River system
PANCH BADRI
1. Badrinath (Vishal Badri)
2. Yogadhyan Badri
3. Bhavishya Badri
4. Vridha Badri
5. Adi Badri
👉 Associated with different forms of Lord Vishnu
Panch Kedar:- (Associated with Shiva – body parts legend after Mahabharata) 👉 Formed where Shiva’s body parts appeared to Pandavas
1. Kedarnath Temple
-Hump (back) of bull
-Only Jyotirlinga among Panch Kedar
2. Tungnath Temple
-Arms of Shiva
-Highest Shiva temple in the world (~3680 m)
3. Rudranath Temple
-Face of Shiva
4. Madhyamaheshwar Temple
-Navel (middle part)
5. Kalpeshwar Temple
-Hair (jata) of Shiva
-Only Panch Kedar temple open throughout the year
#GEOGRAPHY
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India’s Role in Global Rebalancing
• Polycrisis context:fragmented global economy (geopolitics + finance + supply chains)
• Capital importer (structural): CAD ~ 1–2% of GDP (recent avg) —> sustainable
• Absorber of global savings: channels surplus (US/EU/China) into productive investment
• “Good CAD”: deficit driven by capital formation (infra, manufacturing), not consumption
• Investment-led growth model: past GCF ~40% of GDP (2008 peak); needed for 7–8% growth till 2047
• Demand-driven economy: domestic demand/services-led, unlike export-led East Asia
• GVC integration: trade openness + tech transfer + manufacturing push
• Macro stabiliser: reduces global imbalances without external stress
• Competition + openness: key for efficient capital allocation
• Natural bridge economy: links ageing surplus economies with young deficit economy (India)
• Forex buffer use: part inflows —> reserves accumulation (external stability)
#GS2mains
• Polycrisis context:fragmented global economy (geopolitics + finance + supply chains)
• Capital importer (structural): CAD ~ 1–2% of GDP (recent avg) —> sustainable
• Absorber of global savings: channels surplus (US/EU/China) into productive investment
• “Good CAD”: deficit driven by capital formation (infra, manufacturing), not consumption
• Investment-led growth model: past GCF ~40% of GDP (2008 peak); needed for 7–8% growth till 2047
• Demand-driven economy: domestic demand/services-led, unlike export-led East Asia
• GVC integration: trade openness + tech transfer + manufacturing push
• Macro stabiliser: reduces global imbalances without external stress
• Competition + openness: key for efficient capital allocation
• Natural bridge economy: links ageing surplus economies with young deficit economy (India)
• Forex buffer use: part inflows —> reserves accumulation (external stability)
#GS2mains
• Rare earth ≠ rare in occurrence —> rare in economically viable extraction
• Permanent magnet ≠ electromagnet —> no external current required
Link: https://t.me/bpscweb/40638
#CA2026
• Permanent magnet ≠ electromagnet —> no external current required
Link: https://t.me/bpscweb/40638
#CA2026
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