Santosh Pujari

Experienced professional in customer service, administration, and digital marketing. Passionate about lead generation, revenue recovery.

[Santosh Pujari @pujari26]

Heavy Rainfall in Manipal, Karnataka 🌧️ #Monsoon #Karnataka #Manipal #Rain #Weather

[Santosh Pujari @pujari26]

Be generous,
even when your kindness is mistaken for strategy.
Smile,
even when all you get back is silence.
Build something beautiful,
even when others are waiting to tear it down.
Create with love,
even if no one stops to notice.
Give your best,
even if it disappears without a trace.

Because in the end… applause fades.
Critics vanish. The world forgets.
But your truth? It stays.

So do it anyway.
Not for them. For you. For what’s right.

[Santosh Pujari @pujari26]

https://t.co/EMxezB355E

[Santosh Pujari @pujari26]

Enough is enough.
India should initiate a war against the Pakistan Army.
Killing those terrorists is not enough; it is the Pakistan Army that harbors them in Pakistan-occupied Kashmir. The Pakistan Army must be attacked—cripple them.

[Santosh Pujari @pujari26]

https://t.co/SazooWRJUI

[Santosh Pujari @pujari26]

@DrSJaishankar A Belgian YouTuber seeks to profit by portraying India negatively for Western audiences. I declined to assist on ethical grounds. Request action to prevent such misrepresentation of our nation.

https://t.co/e7jj3jLbzS

[Santosh Pujari @pujari26]

https://t.co/wTwyzrEr8q

[Santosh Pujari @pujari26]

https://t.co/wTwyzrEr8q

[Santosh Pujari @pujari26]

@ElonMuskAOC 5

[Santosh Pujari @pujari26]

@ElonMuskAOC Android

[Santosh Pujari @pujari26]

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[Santosh Pujari @pujari26]

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[Santosh Pujari @pujari26]

India

Sewage Production: Urban areas in India produce over 70,000 million litres of sewage daily. A 2021 report indicated a total of 72,368 million litres generated in 2020.

Jal Jeevan Mission: States have reported that 7,746 fluoride-affected and 13,706 arsenic-affected habitations are now covered under piped water supply schemes since the inception of the Jal Jeevan Mission (JJM).

Railway Infrastructure: The Cabinet approved the doubling of the Gondia-Ballarsah railway line in Maharashtra with an investment of Rs 4,819 crore, and the multi-tracking of Kharsia-Parmalkasa Railway projects worth Rs 8741 crore.

Waqf Amendment Bill: The Waqf (Amendment) Bill 2025, aimed at reforming property management rules, has cleared the Rajya Sabha. It seeks to bring transparency and legal clarity.

India-Japan Maritime Dialogue: India and Japan held their 7th Maritime Dialogue, focusing on maritime security, countering illegal activities, and strengthening cooperation.

West Bengal School Jobs: The Supreme Court upheld the Calcutta High Court’s decision to cancel 25,000 school jobs in West Bengal due to a recruitment scam.

Poshan Tracker: All Anganwadi Centres in India are now registered on the Poshan Tracker to improve nutrition services and transparency, benefiting over 10.12 crore beneficiaries.

India-Thailand Agreements: India and Thailand signed six agreements to strengthen ties in IT, maritime, MSME, and handicrafts sectors.

EPFO Rule Change: The EPFO has removed the requirement of a cancelled cheque for Provident Fund withdrawals to speed up claim settlements.

Air Quality: The Commission for Air Quality Management (CAQM) has reimposed Stage I of the Graded Response Action Plan (GRAP) in Delhi-NCR.

GST Growth: Chhattisgarh recorded the highest GST growth in India at 18% in the financial year 2024-25.

BIMSTEC Commitment: India reaffirmed its commitment to BIMSTEC and stressed integrated cooperation for regional development in the Bay of Bengal.

Pharmaceutical Trade: The Indian Pharmaceutical Alliance welcomed the US decision to exempt pharmaceuticals from new import tariffs.

US Tariff Impact Analysis: The Commerce Ministry is analyzing the impact of US tariff hikes.

PPF Account Update: The Finance Minister announced a fee waiver for updating nominee details in Public Provident Fund (PPF) accounts.

Foreign Universities: The University Grants Commission (UGC) plans to approve over 50 foreign universities.

UPSC Exam: The Union Public Service Commission (UPSC) released the NDA and NA 1 Admit Card 2025.

JEE Main: The National Testing Agency (NTA) released the JEE Main Session 2 Admit Cards.

USA and Global Trade (Trump's Tariffs)

Tariff Impact: President Trump's newly imposed tariffs have been described as sparking a trade war and increasing the risk of a global economic recession.

Economic Concerns: Experts believe these tariffs could harm US markets, companies, and consumers, potentially leading to higher prices, job losses, and a recession.

China's Retaliation: China announced it would retaliate by imposing a 34% tariff on all goods imported from the US.

Trump's Response: Trump downplayed market reactions.

Tax-Free Loophole Closure: The Trump administration is closing a loophole in the tax-free treatment of goods shipped directly from China.

New Trade Policy: President Trump announced a new trade policy with tariffs varying by product type and country of origin, exempting essential items but raising duties on non-strategic goods.

'De minimis' Loophole: Trump signed an executive order to close the ‘de minimis’ loophole for low-value imports from China and Hong Kong.

European Commission's Stance: The European Commission criticized Trump’s tariffs and warned of potential countermeasures.

India's Advantage: India stands to gain an advantage over some other countries in electronics exports due to the new US tariff policy.

Tariff Structure: Trump's new tariff regime includes a base tariff of 10% on all imports and country-specific tariffs.

Trade Deficit Goal: The tariffs aim to reduce the US trade deficit, including a deficit with India.

Trade Balance Concerns: Experts suggest that the idea of perfectly balancing trade with every country is flawed.

Currency and Tariffs: High tariffs do not necessarily lead to currency appreciation.

Trump's Actions: MSNBC reported that Trump left work to go to Florida for a golf tournament as markets declined due to his tariffs.

Other International News

Nigeria Clashes: At least 40 people were killed in intercommunal clashes in central Nigeria.

South Korea: South Korea’s ousted president, Yoon Suk Yeol, apologized after the Constitutional Court upheld his impeachment.

BIMSTEC Summit: Prime Minister Modi attended the 6th BIMSTEC Summit in Bangkok.

Iran Nuclear Deal: France warned of a possible military confrontation if the Iran nuclear deal is not reached by October 2025.

FIFA Women’s World Cup: The United Kingdom is the sole bidder to host the 2035 FIFA Women’s World Cup.

Amazon Project Kuiper: Amazon is set to launch its first 27 Project Kuiper satellites on April 9.

Technology

E2E Cloud: E2E Cloud has deployed NVIDIA GPU infrastructure in Delhi-NCR and Chennai.

Infosys & Linux Foundation: Infosys partnered with the Linux Foundation.

ST Telemedia: ST Telemedia launched a new AI-ready data centre in Kolkata.

Experian: Experian expanded its Global Innovation Centre in Hyderabad.

School Assembly News

School assembly news headlines covered topics like the Waqf Amendment Bill, India's advantage in US electronics exports, the West Bengal teacher job cancellations, and India-Thailand agreements.

UPSC Preparation

Key factors for UPSC preparation include patience, persistence, and perseverance.

Current affairs are crucial for preparation.

Newspapers, particularly the Indian Express, are important sources for current affairs.

Other Information

Word of the day: Appendix.

Thought of the day: A quote by John Ruskin on quality.

Question of the day: Definition of Economics.

[Santosh Pujari @pujari26]

Yield Curve Landing Page Design
https://t.co/m2J0i9zkud

[Santosh Pujari @pujari26]

Recession Definition Landing Page
https://t.co/zu7GmwfuJ6

[Santosh Pujari @pujari26]

AI Headlines, Weekly Summary
https://t.co/hKrnOcDAbC

[Santosh Pujari @pujari26]

Briefing Document: Nvidia GTC 2025 Keynote Highlights

Executive Summary:

Nvidia's GTC 2025 keynote, though brief, showcased significant advancements across their key business areas: accelerated computing, artificial intelligence, automotive, and robotics.1 The presentation highlighted new hardware (GeForce RTX 5090, Blackwell architecture), strategic partnerships (GM), a new AI factory operating system (Dynamo), and significant progress in robotic simulation and open-source initiatives (Newton physics engine, Groot N1).2 The core themes revolved around scaling AI capabilities through innovative architectures, leveraging AI to revolutionize various industries, and addressing critical global challenges like labor shortages through robotics.

Main Themes and Key Ideas/Facts:

Evolution of GeForce and the Impact of AI on Graphics:
New High-End GPU: Nvidia announced the GeForce RTX 5090, the latest flagship GPU from the "Blackwell generation," marking 25 years since the original GeForce.3"GTC started with GeForce. It all started with GeForce, and today I have here a GeForce 5090. Unbelievably, 25 years later..."

Performance and Efficiency Gains: The RTX 5090 boasts significant improvements over its predecessor (RTX 4090) in terms of size, power dissipation, and performance, driven by advancements in AI.4"...comparing it to the 4090, you see how it's 30% smaller in volume, it's 30% better at dissipating energy, and the performance is incredibly hard to even compare..."

AI-Powered Real-Time Graphics: AI is revolutionizing computer graphics, enabling near-photorealistic rendering through path tracing, where AI infers a significant portion of the rendered pixels."What you're looking at is real-time computer graphics, 100% path traced. For every pixel that's rendered, artificial intelligence predicts the other 15. Think about this for a second: for every pixel that we mathematically rendered, artificial intelligence inferred the other 15..."

CUDA's Foundational Role: GeForce and the CUDA platform were instrumental in enabling the current AI revolution.5"GeForce brought CUDA to the world. CUDA enabled AI, and AI has now come back to revolutionize computer graphics..."

Strategic Partnership with General Motors (GM) in Autonomous Vehicles and AI:
Comprehensive Collaboration: GM has selected Nvidia to build the AI infrastructure for their future self-driving car fleet.6"Today, I'm super excited to announce that GM has selected Nvidia to partner with them to build their future self-driving car fleet. The time for autonomous vehicles has arrived, and we're looking forward to building with GM AI..."

AI Across Multiple Domains within GM: The partnership extends beyond autonomous driving to encompass AI for manufacturing optimization, enterprise operations (design, simulation), and in-car experiences.7"...AI in all three areas: AI for manufacturing, so they can revolutionize the way they manufacture; AI for enterprise, so they can revolutionize the way they work, design cars, and simulate cars; and then also AI for in-car experiences. AI infrastructure for GM, partnering with GM and building with GM their AI..."

Emphasis on Automotive Safety (HALOS): Nvidia highlighted its rigorous approach to automotive safety, involving comprehensive safety assessments of their hardware, software, and algorithms by third parties.8"One of the areas that I'm deeply proud of, and it rarely gets any attention, is safety. Automotive safety, it's called HALOS in our company... we're the first company in the world, I believe, to have every line of code safety assessed—7 million lines of code safety assessed..."

Next-Generation Data Center Architecture with Blackwell:
Blackwell in Full Production: The new Blackwell GPU architecture is now in full production, representing a fundamental shift in computer architecture for accelerated computing.9"Blackwell is in full production, and this is what it looks like. It's incredible, incredible... for people, for us, this is a sight of beauty, would you agree? Well, this is a big deal because we made a fundamental transition in computer architecture..."

Disaggregated MVLink Architecture: Nvidia has moved from an integrated MVLink system to a disaggregated one with high-performance MVLink switches, enabling every GPU in a system to communicate with every other GPU at full bandwidth simultaneously.10"...we need to disaggregate the MVLink system and take it out. So, this is the MVLink system, okay? This is an MVLink switch. This is the highest performance switch the world's ever made, and this makes it possible for every GPU to talk to every GPU at exactly the same time, at full bandwidth..."

Liquid Cooling for Increased Density and Performance: The new architecture utilizes liquid cooling, allowing for a significant compression of compute nodes into a single rack.11"What's amazing is this is completely liquid-cooled, and by liquid cooling it, we can compress all of these compute nodes into one rack. This is the big change of the entire industry..."

Extreme Scale-Up and Performance: The disaggregated, liquid-cooled Blackwell architecture enables unprecedented scale and performance, achieving exaflops-level computing in a single rack with massive memory bandwidth.12"...as a result, we have a one exaflops computer in one rack. Isn't it incredible? The memory bandwidth is 570 terabytes per second. Everything in this machine is now in terabytes. You have an exaflops, which is a million trillion floating-point operations per second."

Nvidia Dynamo: The Operating System for the AI Factory:
New Paradigm for Data Centers: Nvidia introduced Dynamo, a new operating system designed specifically for "AI Factories," a shift from traditional enterprise data centers running diverse applications.13"Today, we're announcing Nvidia Dynamo. Nvidia Dynamo does all that. It is essentially the operating system of an AI factory. Whereas in the past... our operating system would be something like VMware... but in the future, the application is not enterprise; it's agents, and the operating system is not something like VMware; it's something like Dynamo..."

Orchestrating AI Agents: Dynamo is designed to orchestrate AI agents running on top of the AI factory infrastructure.14"...this operating system is running on top of not a data center, but on top of an AI factory..."

Analogy to the Industrial Revolution: The name "Dynamo" draws a parallel to the first instrument that powered the last Industrial Revolution, highlighting its foundational role in the age of AI."...we decided to call this operating system, this piece of software, insanely complicated software, the Nvidia Dynamo... as you know, the dynamo was the first instrument that started the last Industrial Revolution..."

DJX Systems: AI Workstations and Servers:
Purpose-Built AI Computing: Nvidia announced the DJX lineup (Spark and Station), high-performance computing systems designed for data scientists and researchers.15"This is called DJX Station, DJX Spark, and DJX Station. They're going to be available by all of the OEMs: HP, Dell, Lenovo, ASUS. They're going to be manufactured for data scientists and researchers all over the world. This is the computer of the age of AI. This is what computers should look like..."

High-End Specifications: The DJX Station, as an example, boasts significant compute power, numerous CPU cores, high-bandwidth memory, and PCIe slots for GeForce GPUs."This is what a PC should look like: 20 petaflops, unbelievable, 72 CPU cores, chip-to-chip interface, HBM memory, and just in case, some PCI Express slots for your GeForce..."

Broad Availability: These systems will be available through various OEM partners, catering to a range of enterprise and research needs."...and we have a whole lineup for enterprise now, from little tiny ones to workstation ones, server ones to supercomputer ones, and these will be available by all of our partners..."

Advancements in Robotics and Physical AI:
Robotics as the Next Frontier: Nvidia sees robotics as a crucial area to address global labor shortages.16"Let's talk about robots. Well, the time has come. The time has come for robots. Robots have the benefit of being able to interact with the physical world and do things that otherwise digital information cannot. We know very clearly that the world has a severe shortage of human laborers. By the end of this decade, the world is going to be at least 50 million workers short..."

Omniverse as the Operating System for Physical AI: Nvidia's Omniverse platform is positioned as the foundational operating system for developing and simulating physical AI and robotic applications.17"We created a system called Omniverse. It's our operating system for physical AI. You've heard me talk about Omniverse for a long time..."
Cosmos for Generative Physical Environments: The new Cosmos technology within

[Santosh Pujari @pujari26]

Vastu Shastra Home Construction Guide
https://t.co/GHFCtFtopf