Thursday, September 25, 2025

Floods in North India: A Worsening Crisis

An exceptionally strong string of rainstorms has pounded North India since the start of the 2025 monsoon, forcing rivers to rise, landslides to happen, and valleys to flood. The hardest hit states have been Uttarakhand, Himachal Pradesh, Punjab, Uttar Pradesh, and Bihar.

AI Generated


Among the situation's salient characteristics are:

1) In the foothill and Himalayan regions (Uttarakhand, Himachal), heavy to extremely high rains can result in cloudbursts, landslides, and flash floods.

2) Rivers in the plains (Punjab, Uttar Pradesh, and Bihar) overflow danger zones, flooding roads, farms, and communities, and occasionally breaking through barrages or embankments.

3) Large-scale relocation, fatalities, destruction of property, failures of infrastructure (roads, bridges, schools), and the possibility of illness in areas affected by flooding.


153.1) State-Wise Scenario

State

Main Impacts

Specific Issues

Uttarakhand

Cloudbursts, landslides, and flash floods. Hundreds are missing or dead. Rescue is difficult in mountainous terrain.

Hemkund Sahib and other pilgrimage sites along the Kedarnath path have been cut off or inundated.

Himachal Pradesh

Flash floods, several landslides, and extremely intense rainfall. Towns are cut off and high routes are blocked.

Damage to vital infrastructure, loss of connectivity, and numerous missing people.

Punjab

Floods at its worst in decades. Numerous people were relocated, agriculture was ruined, and thousands of communities were drowned. Double digits of deaths.

Significant agricultural damage; destruction of roads, schools, and clinics; attempts to provide seeds and assistance for the Rabi season.

Uttar Pradesh

Low-lying areas were heavily inundated; homes and roads were flooded; rivers like the Ganga and Yamuna crossed dangerous marks; and people were displaced.

Static water poses a risk of epidemics and puts a burden on rescue and relief efforts.

Bihar

Rivers are rising, especially as a result of upstream rains (including in Nepal); numerous districts are under flood warning; villages and agriculture are impacted.

Recurring yearly flood risk, which is made worse by strong rainfall and barrage water discharges.


153.2) Underlying Causes

The catastrophic flooding this season is caused by a number of interconnected factors:

153.2.1) Abnormalities in the Monsoon and Too Much Rainfall
In several northern and Himalayan regions, the monsoon has been more severe this year. The frequency of periods of very heavy to extremely heavy rainfall has been significantly higher than normal.

153.2.2) Geographical and Geoclimatic Risks
Himachal and Uttarakhand are particularly vulnerable to flash floods and landslides because to their mountainous topography. Overflow and debris flow are particularly disastrous in narrow river valleys. Cloudbursts make this worse.

153.2.3) Water management, dams, barricades, and river systems
River discharges downstream are increased by the excess water released from dams or barrages upstream in Punjab, which has resulted in Supreme flood damage. The Sutlej, Beas, and Ravi rivers are rushing.

153.2.4) Urbanisation, Invasion, and Inadequate Facilities
Drainage systems and embankments are insufficient in many flood-prone areas. Runoff is made worse by encroachments along riverbanks and the loss of natural buffers like wetlands and forests. Poor maintenance is common. Roads and bridges are also susceptible.

153.2.5) Extreme weather events and climate change
Experts observe a trend of unpredictable monsoon behaviour, shorter but more potent bursts, and more frequent, severe rains. This overwhelms conventional flood defences and raises the risk of flash floods.

153.3) Impacts

There have been significant ecological, financial, and personal costs.

153.3.1) Lives Lost & Missing: 
In a number of states, hundreds of people are either dead or missing.

153.3.2) Displacement: 
Many people have been uprooted from their homes. Temples and pilgrimage routes (Kedarnath, Hemkund) are closed. Farmland was flooded.

153.3.3) Crop & Livelihood Loss: 
Just before the Rabi season, Punjab and Uttar Pradesh in particular are seeing crop damage; the loss of farmland puts local incomes and food security at risk.

153.3.4) Infrastructure Damage:
Roads werehed away, bridges were swept, and clinics and schools suffered damage. Disrupted water supply, power, and communication.

153.3.5) Health Risks: 
Static water raises the danger of vector-borne illnesses, while floodwater causes waterborne illnesses. The threat of an outbreak is very real.

153.4) Government and Other Responses

153.4.1) Alerts and Evacuations: 
Disaster response forces (NDRF, SDRF) have been mobilised, officials are evacuating vulnerable people, and IMD has issued red/orange alerts in numerous areas.

153.4.2) Relief efforts:
It include the provision of food, shelter, and medical assistance. Funds are being released by the federal and state governments. The Punjabi government would provide impacted farmers with free wheat seeds.

153.4.3) Damage Assessment: 
PDNA (Post-Disaster Needs Assessment) is being conducted in several states, and Uttarakhand has requested a sizable special relief package.

153.4.4) Infrastructure Repair and Rescue Operations:
In remote and hilly areas, the Army and Air Force are utilised for infrastructure repair and rescue operations. Temporary shelters are set up, roads are cleared, and power and communications are restored where feasible.

153.5) Lessons and Recommendation

Several steps are necessary to lessen and better handle such calamities in the future:

153.5.1) Better Forecasting and Early Warning Systems
Improved cloudburst and landslip forecasting, more localised weather prediction, and prompt and transparent communication with local communities are all necessary.

153.5.2) Improved Management of River Basins
Maintain river courses and embankments, control reservoir/barrage releases to prevent flooding downstream, and refrain from overcrowding.

153.5.3) Adaptation of Infrastructure and Resilient Design
Flood-resistant homes, roads, and bridges; vital infrastructure (hospitals, schools) raised or relocated to safer areas. restoration "build back better."

153.5.4) Planning for Land Use and Conservation of the Environment
Preserve wetlands, forests, and other natural floodwater-absorbing buffers; stay away from building in high-risk areas; and follow zoning regulations.

153.5.5) Preparedness for Disasters and Community Engagement
accessible shelters, planning and exercises, community education regarding flood response, and local disaster management groups.

153.5.6) Mitigation and Adaptation to Climate Change
long-term plans to reduce greenhouse gas emissions as well as adaptation techniques (such as afforestation, soil conservation, and rainfall harvesting).

153.5.7) Institutional and Financial Assistance
Sufficient resources for recovery, rescue, and relief; insurance for farmers and underprivileged populations; and efficient coordination between federal, state, and local entities.

153.6) Conclusion

The 2025 floods in North India are not isolated incidents; rather, they are a sign of more serious vulnerabilities brought on by geography, climate change, and patterns of human development. Monsoon rains are a common occurrence, but they are becoming more severe, frequent, and extensive.

This kind of destruction will persist as a monsoon cycle until the answers progress beyond reactive relief and towards resilience systems. Millions of people's lives and means of subsistence depend on how quickly and effectively preparedness, planning, and policy are implemented today.

Team Yuva Aaveg-

Adarsh Tiwari

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Wednesday, September 24, 2025

Crisis in Nepal


AI Generated

For the last 3 to 4 years we are seeing different types of coup in our neighbouring countries like Myanmar(2021) , Sri Lanka (2022) Bangladesh (2024) and in 2025 Nepal became the latest neighbour of India where the public (specially gen z) destroyed the  corrupt political system of their country. There is always very much instability in the governments of Nepal.  In last 17 years , 14 govermwnts has been changed . There was also demand of monarchy in Nepal because it was most successful there .
Being a Himalayan Nation , the GDP of Nepal mainly depends upon tourism and mountain climbing . But after COVID , the tourism sector of Nepal saw a very huge decline. Many youth of Nepal get unemployed and the employment rate reached it's peak (12.4%) . The youth were demanding for employment but the responsible leaders were ignoring their demands . The children of leaders were celebrating their vacations in foreign countries . This was happening on the taxpayers money . The youth of Nepal were very angry but there was no leader so their voices were always get suppressed by the police as well as Nepalese army.


Then a young leader of age 35 years named Balen Shah who is also a famous rapper and was mayor of Kathmandu , came in support of Genz. However he was arrested by the ruling party for few months . But he added some fuel in the emotions of youth .In September 2025   (first week) the ruling party ordered to ban all types of social media apps in Nepal. On Next day  the youth of Nepal started protesting on the roads of Nepal.  Many big cities of Nepal were facing the anger of youth . But it is always said that never take any decision in tension and anger . The Nepalese government ordered to fire on these youth . In this firing about 30 to 35 students died but the students started showing their anger on public properties where leaders were living . Some of these were Supreme Court building , Singha Darbaar , President office , Prime Minister's Residencial Balutwar were burned completely . PM KP sharma Oli ran away from Nepal after dissolving parliament . The houses of former PM sher bahadur Deuba and Pushp dahal Prachand were also put on fire . Finance minister Bishnu Paudel and Eknath Dhakkal were beaten very brutally.  Former PM Jhala Nath Kanal and his family was burned Alive in their residence . After few days , the leaders who were supporting protest came towards youth and tried to negotiate with them. Young Genz understood The condition of their country and returned back their homes . But they orderered leaders that new government will form on the basis of their conditions. On considering their demands , the government was formed under the leadership of Sushila karki . Sarita Bhandari became the first female attorney general of Nepal. 


-Team Yuva Aaveg


Shashwat


 


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Tuesday, September 23, 2025

NVIDIA & OpenAI: How the $100 Billion Investment Is Redefining AI Infrastructure

 

AI Generated



Introduction

NVIDIA and OpenAI have entered into a groundbreaking $100 billion strategic partnership designed to massively scale up AI infrastructure. This move is more than financial—it's about building next-generation data centers, deploying thousands of NVIDIA’s most advanced chips, and accelerating global AI development.


What’s in the Deal?

  • $100 billion investment from NVIDIA into OpenAI.

  • OpenAI will purchase NVIDIA’s datacenter chips with cash.

  • NVIDIA will take non-controlling shares in OpenAI.

  • Deployment of 10 gigawatts of compute power for AI data centers.

  • First rollout (1 gigawatt) expected by 2026 using NVIDIA’s Vera Rubin platform.


Why This Matters

1. Compute Power at Scale

AI thrives on computational power. With access to cutting-edge chips, OpenAI can train and run larger, more advanced models faster than ever.

2. Speed & Efficiency

Building multi-gigawatt data centers enables faster model training, rapid innovation cycles, and the ability to support resource-heavy AI systems.

3. Competitive Edge

In a market where Microsoft, Oracle, and Google are all competing, this partnership keeps NVIDIA and OpenAI ahead of rivals in the AI arms race.

4. Future Applications

These resources won’t just power LLMs like ChatGPT, but also multimodal models, robotics, autonomous systems, and other AI-heavy applications.


Risks & Challenges

  • Execution Risks: Scaling to 10 gigawatts is complex—power supply, cooling, and deployment logistics are huge tasks.

  • Regulatory Scrutiny: Antitrust regulators may investigate such a massive deal.

  • Valuation & Control: With NVIDIA taking shares, questions around governance and long-term ownership may arise.

  • Timeline Uncertainty: Building and powering this infrastructure may face delays.


What This Means for AI’s Future

  • Lower Barriers for Innovation: Developers and researchers get access to more compute indirectly.

  • Increased Chip Demand: Puts additional pressure on global GPU supply chains.

  • Faster AI Breakthroughs: Enables experiments on scales previously impossible.

  • Shifting Alliances: Other tech giants may strike similar mega-deals.


Conclusion

The NVIDIA–OpenAI partnership is one of the largest moves in the history of AI. With $100 billion backing, 10 gigawatts of compute, and access to the most powerful AI chips, OpenAI is set to lead in next-gen model development. But with big opportunities come big challenges—execution, regulation, and competition will decide how far this deal reshapes the AI landscape.


-Team Yuva Aaveg


Mayank


 


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Monday, September 22, 2025

From ‘Ya Ali’ to Eternity: Remembering Zubeen Garg

 

AI Generated


 

 

On September 19, 2025, the music world fell silent. Zubeen Garg—Assam’s beloved son, Bollywood’s soulful voice, and one of India’s most versatile artists—passed away in a tragic scuba diving accident in Singapore. His death at age 52 sent shockwaves across the nation, leaving behind a legacy that will echo through generations.

 

 

 

Early Life: Born to Be a Melody

Zubeen Garg was born as Zubeen Borthakur on November 18, 1972, in Tura, Meghalaya. Raised in Jorhat, Assam, he grew up in a family steeped in music and literature. His father, Mohini Mohon Borthakur, was a magistrate and poet, while his mother, Ily Borthakur, was a singer and his first music teacher.

    Named after the legendary conductor Zubin Mehta, Zubeen’s destiny was always intertwined with music. He later adopted the surname “Garg” from his Brahmin gotra, crafting a unique identity that blended global inspiration with Assamese tradition.

 

 

Musical Breakthrough: The Rise of a Star

Zubeen’s journey began with his Assamese album Anamika in 1992, which became an instant hit. His voice—raw, emotive, and modern—resonated deeply with the youth of Assam. He soon became a household name in the region.

 

His national breakthrough came in 2006 with the hauntingly beautiful Ya Ali from the Bollywood film Gangster. The song catapulted him to pan-Indian fame, showcasing his ability to blend Sufi soul with contemporary pop. It remains one of the most iconic tracks of the decade.

 

 

A Multilingual Maestro

Zubeen was not just a singer—he was a phenomenon. He recorded thousands of songs in over 40 languages, including Assamese, Hindi, Bengali, Bodo, Nepali, Tamil, and Bhojpuri. His versatility spanned genres from Indian folk and classical to rock and blues.

He was also a composer, lyricist, actor, director, and producer. His contributions to Assamese cinema were immense, both on and off screen. He was known for his bohemian spirit, outspoken views, and deep love for football and social causes.

 

 

The Final Note: A Tragic Farewell

While attending the North East India Festival in Singapore as a cultural ambassador, Zubeen went scuba diving and experienced breathing difficulties. Despite immediate CPR and hospitalization, he was declared dead in the ICU at 2:30 PM IST.

 

His death certificate confirmed drowning as the cause. The Assam government arranged a state funeral, and his mortal remains were brought back to Guwahati. On September 23, he will be cremated at Kamarkuchi village with full state honours.

 

Lakhs of fans flooded the streets to bid farewell, singing his songs and holding placards. The gathering was so massive it entered the Limca Book of Records as one of the largest funeral congregations globally.

 

 

Legacy: The Voice That Lives On

Zubeen Garg was more than a musician—he was the heartbeat of Assam. His songs spoke of love, rebellion, identity, and hope. He gave voice to the voiceless and pride to a region often overlooked.

 

His wife, Garima Saikia Garg, stood by him through his whirlwind journey. His sister Jonkey Borthakur, also a singer and actress, tragically passed away in 2002—a loss that deeply shaped Zubeen’s emotional depth.

 

As Prime Minister Narendra Modi said in his tribute, “He will be remembered for his rich contribution to music. His renditions were very popular among people across all walks of life”.

 

 

Closing Tribute:

From Ya Ali to Mayabini Ratir Bukut, Zubeen Garg’s voice was not just heard—it was felt. His music will continue to play in the hearts of millions, reminding us that true artists never die. They simply become eternal.

 

Zubeen da, your song may have ended, but your melody will never fade.

 

 

 

 

 

-        Team Yuva Aaveg

       Praveen Kumar Maurya 



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Sunday, September 21, 2025

Meditation - Key to Healthy Life

Stress, distraction, and continual stimulation have become commonplace in today's fast-paced environment. Meditation is a straightforward yet effective means of re-establishing equilibrium in the midst of this turbulence. Meditation, which has been used for ages in many cultures, is now extensively researched and accepted as a daily routine for enhancing mental, emotional, and physical health.

AI Generated


149.1) Decreases Anxiety and Stress

Stress reduction is among the most well-known advantages of meditation. Meditation reduces the stress hormone cortisol and promotes mental calmness when done on a daily basis. By promoting deep relaxation and interrupting the pattern of overthinking, it also lessens the symptoms of worry. A discernible change in mood can be achieved in as little as a few minutes each day.

149.2) Improves Concentration and Focus

It might be difficult to stay focused in this day and age of constant notifications and multitasking. By teaching the brain to maintain focus, meditation enhances mental clarity and concentration. Frequent practice helps you stay focused and in the moment by strengthening the prefrontal cortex, the area of the brain involved in decision-making.

149.3) Enhances Mental Well-Being

Meditation promotes emotional equilibrium and self-awareness. It lessens negative emotions like rage and frustration by assisting practitioners in observing ideas objectively. Daily meditation gradually improves resilience, cultivates a more optimistic view of life, and heightens compassion for both oneself and others.

149.4) Promotes Physical Health

Meditation has advantages outside the mind. According to studies, it can boost immunity, reduce blood pressure, and even enhance sleep quality. Meditation facilitates relaxation, which enables the body to heal and perform better by soothing the nervous system.

149.5) Promotes Mindfulness in Everyday Activities

Mindfulness, or the capacity to live in the present with awareness, is fostered by meditation. Daily practice enables you to react thoughtfully rather than impulsively in situations including relationships, career, or personal difficulties. More contentment and serenity result from this state of attention.

149.6) Fosters Discipline and Consistency

Daily meditation practice develops discipline, just like any other good habit. You may teach your mind to respect silence and prioritise self-care by dedicating a little period of time each day. This persistence eventually leads to long-lasting changes in attitude and way of life.

149.7) Conclusion

The goal of daily meditation is to learn to live more fully in reality rather than to escape it. Regular meditation can have significant advantages for stress reduction, improved focus, and emotional equilibrium. Begin with just five minutes each day, and as it becomes a habit, progressively extend the time. Even if the interior trip is straightforward, the results might change a person's life.

Team Yuva Aaveg-

Adarsh Tiwari

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Saturday, September 20, 2025

पितृपक्ष : श्राद्ध और पितरों का स्मरण

हिन्दू धर्म में पितृपक्ष का विशेष महत्व है। यह कालखंड वर्ष में एक बार आता है और इसे पूर्वजों की आत्मा की शांति तथा उनके प्रति कृतज्ञता प्रकट करने का अवसर माना जाता है।


पितृपक्ष क्या है?

पितृपक्ष भाद्रपद मास की पूर्णिमा से लेकर आश्विन मास की अमावस्या तक की अवधि को कहते हैं। यह लगभग 16 दिन का समय होता है। मान्यता है कि इस काल में पितरों की आत्माएँ पृथ्वी पर आती हैं और अपने वंशजों से तर्पण, श्राद्ध और पिंडदान की अपेक्षा करती हैं।

धार्मिक महत्व

हिन्दू शास्त्रों के अनुसार, “पितृदेवों” को देवताओं से भी पहले पूजने का विधान है। गरुड़ पुराण और महाभारत में उल्लेख मिलता है कि पितरों को संतुष्ट किए बिना देवता भी प्रसन्न नहीं होते। अतः पितृपक्ष में श्राद्ध और तर्पण करने से पितरों को शांति मिलती है और परिवार पर उनका आशीर्वाद बना रहता है।

श्राद्ध और तर्पण की परंपरा

  1. श्राद्ध कर्म – इसमें पूर्वजों के नाम से विधिपूर्वक भोजन, जल और पिंड (आटे, चावल और तिल से बने) अर्पित किए जाते हैं।

  2. तर्पण – पवित्र जल, तिल और कुशा के माध्यम से पितरों का आह्वान कर उन्हें जल अर्पण किया जाता है।

  3. ब्राह्मण भोजन और दान – श्राद्ध के अवसर पर ब्राह्मणों को भोजन कराने और वस्त्र, अन्न, दक्षिणा आदि दान देने की परंपरा है।

मान्यताएँ और लाभ

  • श्राद्ध करने से पितरों की आत्मा तृप्त होती है और वे आशीर्वाद प्रदान करते हैं।

  • परिवार में सुख-समृद्धि बनी रहती है।

  • अनजाने दोष, जैसे पितृदोष, का निवारण होता है।

विशेष नियम

  • पितृपक्ष के दौरान शुभ कार्य जैसे विवाह, गृहप्रवेश आदि नहीं किए जाते।

  • यह समय केवल पूर्वजों के स्मरण और उनकी सेवा के लिए समर्पित होता है।

  • श्रद्धा और निष्ठा से किया गया श्राद्ध ही फलदायी माना जाता है।

निष्कर्ष

पितृपक्ष हमें यह स्मरण कराता है कि हमारा अस्तित्व हमारे पूर्वजों की देन है। उनके प्रति कृतज्ञता प्रकट करना केवल धार्मिक कर्तव्य ही नहीं, बल्कि हमारी संस्कृति की पहचान भी है। श्राद्ध और तर्पण के माध्यम से हम न केवल पितरों को सम्मान देते हैं, बल्कि अपने जीवन में भी शांति और समृद्धि का मार्ग प्रशस्त करते हैं।


Team Yuva Aaveg-

Adarsh Tiwari

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Friday, September 19, 2025

From Assistants to Autonomous Agents: The Next Wave of Practical AI

 

AI Generated

Introduction

For years, we’ve treated AI like a helpful assistant — answering questions, drafting emails, or suggesting playlists. But a subtle shift is happening: AI is moving beyond simple assistance and stepping into the role of autonomous agents. These agents don’t just respond — they act, plan, and carry out tasks with little supervision.

This wave is quietly transforming how students study, how startups operate, and how creators manage their daily grind.


What Makes an AI Agent Different?

Traditional AI chatbots = reactive.
AI agents = proactive.

An AI agent is designed to:

  • understand a goal,

  • break it into steps,

  • use tools or APIs,

  • and deliver results without repeated nudges.

In short, agents shift AI from being a Q&A machine to being a doer.


Why This Trend Matters Right Now

  1. Rise of multimodal AI
    Modern agents can process text, voice, images, and even code. That’s why they can summarize a PDF, analyze a chart, and generate a draft video all in one go.

  2. Accessible platforms
    Tools like LangChain, AutoGPT forks, and low-code builders have lowered the barrier. Non-coders can now drag, drop, and connect AI workflows.

  3. Economic push
    Startups and students are under pressure to do more with less. Agents reduce “grunt work” and free time for creative or strategic tasks.


Real-Life Use Cases of AI Agents

  • Education: Students feed lecture notes into an agent to generate flashcards, quizzes, and summaries.

  • Content creation: Bloggers automate research + outline generation before adding their personal touch.

  • Business operations: Agents send reminders, prepare invoices, and even book meetings.

  • Design & QA: Automated checks for contrast, spacing, and compliance before finalizing assets.


The Flip Side: Challenges Ahead

  • Accuracy: Agents can still “hallucinate.” Fact-checking is mandatory.

  • Security: Giving agents API or file access means they need tight permission controls.

  • Ethics: Automating decisions in hiring, healthcare, or finance raises questions of fairness and bias.

  • Over-reliance: If agents fail mid-task, humans must still understand the workflow.


Getting Started With AI Agents

If you’re curious, try this simple process:

  1. Pick a boring task (like summarizing emails).

  2. Experiment with a free agent tool (Zapier AI, AutoGPT, or LM Studio extensions).

  3. Add human review before trusting the agent completely.


Final Thoughts

We’re moving from assistants that answer questions to agents that actually get work done. This shift won’t replace humans — it will reward those who learn to design, manage, and audit agents.

The next wave of practical AI is not about replacing us. It’s about building small, smart workers who handle routine jobs so we can focus on creativity, problem-solving, and human connection.

-Team Yuva Aaveg


Mayank


 


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Thursday, September 18, 2025

The Bengal Files - Review and Discussion

Director: Vivek Ranjan Agnihotri
Released: September 5, 2025 
Runtime: ~3¼ hours (about 3:20–3:25) 
Genre: Historical‐Drama / Political / Communal Violence

AI Generated


146.1) What's there in the movie?

One of the harsher, less commonly portrayed periods of Indian history is intended to be shown on screen in The Bengal Files: the Noakhali riots and the communal violence in Bengal in the middle of the 1940s, particularly Direct Action Day (16 August 1946 in Calcutta, then Bengal).

Through a framing storyline, it moves between the 1940s and the present (modern-day West Bengal): a Dalit journalist named Gita Mandal goes missing in Murshidabad, and there are suspicions that a current politician (MLA from a minority community, Sardar Hussein) is involved.

In order to make the horror of those events more visceral, the historical flashbacks dramatise horrifying situations such as mass rapes, massacres, fires, and severe violence (including some extremely graphic descriptions).

146.2) The Direct Action Day

Here is what is known (more or less) from historical sources in order to comprehend how the movie perceives things:

When & What: The All-India Muslim League, under the leadership of Muhammad Ali Jinnah, announced August 16, 1946, as Direct Action Day. The League believed that constitutional talks were failing to provide sufficient protections for Muslims, hence the aim was to organise a national strike (also known as a "hartal") and protests in British India to push for the demand for a separate Muslim country (Pakistan).

Where: Bengal's Calcutta (now Kolkata) served as the violence's focal point. 

Why it grew worse: Community polarisation, a sluggish negotiation process, mistrust between political parties (Muslim League vs. Congress), and aggressive rhetoric all contributed to the already high level of tension. Additionally, there were organisational flaws: despite the demand for "direct action," there were no precise boundaries, which led to violent protests in several locations.

The violence: There were large-scale conflicts that day. Deaths, injuries, arson, and looting all occurred. Both the Muslim and Hindu communities suffered. Estimates of the number of Hindus killed during the riots that followed the first violence range from between 4,000 to 10,000 in Calcutta alone (according to certain sources). 

Aftermath and Significance: The riots exacerbated mistrust between communities and made it more difficult to politically sidestep the issue of separation. It is frequently mentioned as one of the turning points that made a united India seem more improbable. The violence also reached Noakhali (in Bengal/East) and other places in different forms.

145.3) How does the film handle the Direct Action Day?


145.3.1) Strengths:

Unflinching Visuals: The movie does not hold back when displaying the horror, including rape, mass murder, and mutilations. These are not meant to minimise the horror; rather, they are meant to startle and let the viewer feel it. "Disturbingly graphic… gore and gruesome," according to reviews.

Drama meets History: Rather than rehashing the more frequently reported partition stories from Punjab or Kashmir, the film aims to shed light on lesser-known tales of Bengal's agony, despite some of its speech and characters being fictionalised.

Performance: A few actors receive accolades. Pallavi Joshi and Anupam Kher as Gandhi are two examples of significant figures. Moral quandaries, treachery, and bureaucratic shortcomings are depicted.

145.3.2) Criticism:

Length & Pacing: At about 3.25 hours, many people think the movie lags at points. Certain scenes seem to have been added more for impact than for the sake of the story.

Nuance & Balance: According to several assessments, the movie tends to highlight a certain story—Hindu victimisation in Bengal—while paying less attention to complexity, such as numerous perspectives and historical ambiguity. Communal actors are frequently shown in stark black and white. A few dramatic licenses were taken.

Sometimes, modern framing is forced: It might feel oppressive at times to draw a connection between historical atrocities and current politics. It makes many viewers wonder if this is more about current political commentary than historical learning. It taints the movie, but it's not necessarily awful. 

145.4) Overall Impression

The Bengal Files is a strong, thought-provoking movie. It is successful in raising public knowledge of a traumatic period in Bengal's history. It satisfies individuals who are moved by intense, outrage-filled stories. However, it could feel draining or a little biased to people who want more moderation, more nuance, or a less overpowering sense of responsibility.

145.5) Comparison: Film vs Historical Records


Film’s Depiction

What History Records / Scholarly Consensus

Extremely vivid scenes of violence, including rape, murder, and burning.

Large-scale acts of violence, murder, devastation, fire, and looting are confirmed by historical records. However, for dramatic effect, many specific situations (such as specific violence at specific homes or persons) are dramatised or fictionalised.

Heavy emphasis on Bengal's Hindu victims and the Muslim League's and certain leaders' responsibility.

Although there were many Hindu victims, history frequently record violence on both sides; accountability is nuanced and includes colonial policies, political leadership, and administrative shortcomings.

Depicts Gandhi at points when he suggests that nonviolence is insufficient rather than offering no resistance.

Gandhi's nonviolent ideology was widely accepted in the past, but the extent of violence severely disturbed many leaders and campaigners. It is up for debate if nonviolence "failed." The narrative framing that the movie adopts lays a large portion of the moral burden on those who promoted nonviolence.

The movie implies that after incidents of violence like Direct Action Day and the Noakhali riots, the division of Bengal (east Bengal/Bangladesh) was all but certain.

Numerous historians contend that the failure of discussions, communal rioting, and trust breakdowns all played a factor in the growing likelihood of division. However, the process had other causes, including British politics, the Congress, the League, public opinion, etc.

Contemporary analogies, suggesting that historical conflicts still reverberate and that social polarisation endures.

Drawing boundaries between the past and present is a popular practice in art and history. It is arguable whether or not there are direct analogies, but the movie's decision to make these connections is in line with a story of "history not healed."


Team Yuva Aaveg-

Adarsh Tiwari

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Wednesday, September 17, 2025

A Tribute to Prime Minister Narendra Modi: 11 Years of Transformative Leadership

As India commemorates Prime Minister Narendra Modi's birthday today, we are honouring not only his leadership career but also the tale of a country that has changed under his leadership. With his vision, tenacity, and unshakeable dedication to the concept of a "New India," Prime Minister Modi has inspired millions of people over the past 11 years and transformed India's political, economic, and cultural environment.

AI Generated

145.1) Rise of Visionary Leader

Narendra Modi was born in Vadnagar, Gujarat, on September 17, 1950. His path from a small-town kid working at a tea stall to becoming India's 14th prime minister is quite remarkable. His ascent represents the strength of perseverance, self-control, and faith in one's goals. He was Gujarat's Chief Minister for more than ten years prior to taking on national leadership, during which time his emphasis on infrastructure, development, and governance elevated him to a prominent position.

145.2) 2014: A New Era Begins

India was at a turning point when Narendra Modi was sworn in as prime minister in May 2014. His idea of "Sabka Saath, Sabka Vikas, Sabka Vishwas" struck a chord with people all throughout the nation. PM Modi has prioritised openness, sound governance, and people-centered initiatives since his first term. Citizen participation in nation-building was redefined by historic programs like the Swachh Bharat Abhiyan, which sparked a cleaning revolution, and the Jan Dhan Yojana, which drew millions into the banking system.

145.3) Transforming the Nation (2014-2019)

PM Modi brought about a period of transformation and progress during his first five years in office:

1) Digital India gave millions of people access and connectivity.
2) Native manufacturing gained popularity thanks to "Made in India."
3) Rural women were given access to clean cooking fuel through the Ujjwala Yojana.
4) The largest healthcare program in the world is now Ayushman Bharat.

He elevated India's profile on the international scene by forging closer ties with superpowers and establishing India as a responsible, emerging voice.

145.4) 2019 Onwards: A Stronger, Self-Reliant Bharat

PM Modi was re-elected in 2019 with a historic mandate, and his second term has been distinguished by some daring choices:

1) Article 370 should be repealed in order to bring Jammu and Kashmir closer to the rest of India.
2) His strong belief in humanitarian principles is shown in the Citizenship Amendment Act (CAA).
3) Atmanirbhar Bharat Abhiyan, which promotes independence in the post-pandemic environment.
4) Ayodhya's Ram Mandir construction is one example of a historic endeavor that satisfies a long-standing desire.

His leadership during the COVID-19 epidemic demonstrated compassion and decisive governance, from establishing the PM Garib Kalyan Yojana to guaranteeing free vaccinations for civilians.

145.5) Bharat on Global Map

India has become a prominent voice on the international scene under PM Modi's direction. In 2023, India hosted the G20 Summit, showcasing the principles of global collaboration, sustainability, and inclusivity. India is becoming a role model for underdeveloped countries thanks to his efforts in digital innovation, renewable energy through the International Solar Alliance, and climate action.

145.6) People's Leader

Narendra Modi's relationship with the people is what really makes him unique. In addition to being a leader, he also serves as a mentor and inspiration, as seen by his Mann Ki Baat radio show, his focus on empowering women, youth, and farmers, and his ability to speak with the public directly.

145.7) 11 Years of Legacy and Beyond

The past 11 years are evidence of PM Modi's unwavering commitment and revolutionary leadership, as he enters his eleventh year of age. His journey serves as a source of inspiration for future generations, uplifting the most marginalised segments of society and setting India firmly on the path to becoming a worldwide powerhouse.

On his birthday, India honours not only the individual but also the movement he founded, one that is characterised by pride, development, and hope.

Team Yuva Aaveg-

Adarsh Tiwari

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Tuesday, September 16, 2025

How AI Models Are Made: From Concept to Real-World Implementation

AI Generated


Introduction

Artificial Intelligence (AI) is no longer just a futuristic concept; it’s already transforming industries like healthcare, finance, education, and entertainment. But have you ever wondered how AI models are actually made? From identifying a problem to deploying the solution in the real world, the journey of an AI model is both systematic and fascinating.


Step 1: Identifying the Problem

Every AI project begins with a clear problem statement. Without knowing what needs to be solved, no AI system can work effectively.

  • Example: A doctor wants AI to detect diseases from X-ray images.

  • Example: A company wants AI to filter spam emails.

👉 The problem defines the type of AI model that will be built.


Step 2: Collecting the Data

AI models are powered by data — the more, the better.

  • Data is collected from different sources (images, text, sensors, etc.).

  • It is cleaned, filtered, and organized before use.

👉 Example: To build a cat vs. dog classifier, thousands of labeled images are required.


Step 3: Choosing the Right Model

Different problems require different AI models:

  • Image Recognition → Convolutional Neural Networks (CNNs)

  • Text Analysis → Natural Language Processing (NLP) models

  • Predictions → Regression models or Decision Trees


Step 4: Training the Model

Training means teaching the model using data and algorithms.

  • Data is passed through the model multiple times.

  • The model learns patterns and relationships.

  • Errors are reduced using optimization techniques.


Step 5: Testing and Validation

Once trained, the model must be tested with new, unseen data.

  • Ensures the model is not just memorizing but actually understanding.

  • Validation helps fine-tune accuracy and reliability.


Step 6: Deployment in Real-World Systems

After testing, the model is deployed into applications and platforms such as:

  • Mobile apps (e.g., voice assistants)

  • Websites (e.g., chatbots)

  • Smart devices (e.g., self-driving cars)


Step 7: Continuous Improvement

AI models are never “finished.”

  • New data keeps coming.

  • Real-world situations change.
    👉 Models must be retrained and updated regularly to stay accurate.


Conclusion

The journey of building an AI model starts from identifying the problem, collecting the right data, selecting the suitable model, training, testing, and finally deploying it into real-world systems. And even after deployment, continuous improvement ensures that AI remains useful and reliable in our fast-changing world.


-Team Yuva Aaveg


Mayank


 


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Floods in North India: A Worsening Crisis

An exceptionally strong string of rainstorms has pounded North India since the start of the 2025 monsoon, forcing rivers to rise, landslides...