Gaurav Singh

Learner, Seeker, Meditator, Hustler! Mentor , Friend, Brother! And, Change Maker!!!

[Gaurav Singh @grvsingh6]

@TMCWatch Hatemonger should get treatment in legal ways ,so that normalising post poll violence doesn't become bengal culture

[Gaurav Singh @grvsingh6]

@samrat4bjp The audacity of criminals/goons of broad day light attack on a govt official in public building, speaks about the volume of broken law and order situation and also about no fear of govt machinery/Policy in the mind of criminals..
Only killing the main shooter wont suffice. #Bihar

[Ihtesham Ali @ihtesham2005]

I accidentally discovered how to compress a semester of learning into 48 hours.

A grad student at MIT showed me his NotebookLM setup. I thought he was just organized. Then I watched him pass a qualifying exam on a subject he'd never studied before.

Here's exactly what he did:

First: he didn't upload a textbook.

He uploaded 6 textbooks, 15 research papers, and every lecture transcript he could find on the subject.

Then he asked NotebookLM one question:

"What are the 5 core mental models that every expert in this field shares?"

Not "summarize this." Not "explain this topic."
Mental models. The stuff that takes professors years to develop.

But the next part is what broke my brain.

He followed up with:

"Now show me the 3 places where experts in this field fundamentally disagree, and what each side's strongest argument is."

In 20 minutes he had a map of the entire intellectual landscape of the field:
the debates, the consensus, the open questions.

Most students spend a full semester just figuring out what those debates even are.

Then he did something I've never seen before.

He asked:

"Generate 10 questions that would expose whether someone deeply understands this subject versus someone who just memorized facts."

He spent the next 6 hours answering those questions using the source material. Every wrong answer triggered a follow-up:

"Explain why this is wrong and what I'm missing."

By hour 48, he could hold a conversation with his thesis advisor without getting destroyed.

The tool didn't change. The questions did.

Most people treat NotebookLM like a fancy highlighter.
These students are using it like a private tutor who has read everything ever written on the subject.

The difference between a semester and 48 hours isn't the amount of content.

It's knowing which questions to ask.

[Gaurav Singh @grvsingh6]

@vikashkprajapat @starter_story Super awesome..Vikash...Keep shining bro..
Deserve the success, after all the grind..

[Gaurav Singh @grvsingh6]

@realDonaldTrump didnt attended or allowed anyone from US to attend #G20Summit at #SouthAfrica ...

And, #India couldnt stop playing #Cricket with #Bangladesh in protest of what happened with #Hindu minorities there during regime of #yunususapuppet

@ShashiTharoor @Chellaney

[Gaurav Singh @grvsingh6]

@Geetashloks Jai Jagannath

[Gaurav Singh @grvsingh6]

"How I’m Breaking My Cycle of Inconsistency"

Do check this and share your journey if gone through it

https://t.co/RbFFM2Ta2y

[Gaurav Singh @grvsingh6]

Who needs enemies, when you have advisors of this IQ, still living in British era of dividing Indians thru #Brahmanism / Brahmins optics

Grow up #Navarro
people across globe has already stopped taking new US admin seriously..
Learn to deal maturely
#NewWorldOrder
#russianoil

[Anand Ranganathan @ARanganathan72]

Brahmins are profiteering by buying Russian oil at the expense of the Indian people. We need that to stop. - @RealPNavarro, advisor to Donald Trump

[Sahil Bloom @SahilBloom]

Major cheat code for life: Finishing things. The world is full of half-written books, half-built businesses, and half-kept promises. You stand out by closing loops. By showing up. By doing what you said you’d do. Anyone can start, but few have the courage to finish.

[Gaurav Singh @grvsingh6]

@RealPNavarro How about not arming #Pakistan with weapons, resources, strategic support to be called a strategic partner of #India

[Gaurav Singh @grvsingh6]

@RealPNavarro Any comments on shutting out Iran & Venezuela with restrictions/sanctions for India/world?
@RealPNavarro
@ShivAroor

[Dr. Brahma Chellaney @Chellaney]

In 2022, the Biden White House tried to strong-arm India into taking sides in the Ukraine war, warning that “the costs and consequences” of neutrality would be “significant and long-term.” That threat only steeled India’s determination to stay neutral.

Now Trump is turning the screws with even greater aggression, unleashing Scott Bessent, Peter Navarro and Kevin Hassett as his attack dogs. His tariffs and sanctions on India have nothing to do with Russian oil and everything to do with muscling India into a one-sided trade deal.

If Biden’s bullying was clumsy, Trump’s is nakedly coercive — and just as doomed to fail. Heavy-handed pressure will not bend India; it will only compel New Delhi to diversify away from America, undercutting Washington’s own economic and strategic interests.

[Sridhar Vembu @svembu]

Educated Indian elite - I count myself in this - accepted what is known as the "Washington Consensus", with globalization driven by the World Economic Forum, Davos.

That era received a mortal blow during the Global Financial Crisis in 2008-9, died during the pandemic and today we perform the last rites.

Here is how I believe we should navigate this new era, treating this challenge as an opportunity.

1. Every tech we do not have is deep tech and I do not mean LLMs (alone) here and it includes advanced metallurgy, composite materials, DC motors, batteries, medical equipment, network equipment, drones, jet engines, robots, bioreactors and so on and on.

2. A 5-10 year sprint to catch up in every such "basic deep tech". In some areas, like GPUs or fighter jets, it may take 10-15 years, but we must put our heads down and do it. China has done it and it can be done. We have the raw human talent in abundance and we can train. This much I know.

3. We need a long term orientation. Venture capital with 7-8 year exit cycles cannot do it. It promotes a short termism that is at odds with what our nation needs right now. More broadly, quarterly earnings cycles are a poor match for the long term catch up investment we have to make. This essentially mandates that our big industrial houses must invest heavily in R&D, keeping in mind that catch-up R&D (in particular) is not expensive, it is time-intensive.

4. More broadly, we don't want our smartest talent going into high finance - we must realize we are borrowing what failed America. It is a colossal misallocation of resources. The mortal blow of the GFC I referred to was all due to "smartest talent going into finance" in America and ultimately that is what led to MAGA, once Occupy-Wall-Street failed with the left - it is a different matter that MAGA got coopted by Wall Street.

India cannot afford to be addicted to high finance, it would lead to societal ruin. We must view making money on money with the appropriate caution that our ancients taught us.

5. I will come back to talent, the most important point of all. There is a lot of raw young talent in rural Bharat that is waiting for the opportunity. Patient capital is about nurturing this talent, bring it on stream.

Once you discover what we have discovered, you will stop fighting about reservation and so on. My own R&D team reflects our society in a deep way and without any compulsion from the government. JEE, NEET, UPSC etc do not capture the essence of this talent pool. I do not care about any of those exams, I ignore all those "signals" and go with the evidence of our own eyes to discover and nurture talent.

6. Climate change. Have you noticed how quickly the silicon valley elite dumped climate change and got on board the "energy to the max" with AI? We need EI - Energy-efficient Intelligence. Climate change is also a life style issue and Bharat has to be the light to the world in showing how to live in harmony with mother nature while building a technologically advanced society. Bharat Mata is mother nature.

We have faced far worse adversity before and we will face this. If we seize this moment, we will come to see it as a blessing in the long term.

Bharat Mata ki Jai 🙏

[World of Statistics @stats_feed]

Prior to 1966, Indian Rupee was the currency for the Gulf Countries of UAE, Oman, Bahrain, Qatar and Kuwait.

[Gaurav Singh @grvsingh6]

@TheNavroopSingh The bi-partisan support in US due to mis-handling of India-US ties by #TrumpAdministration is actually rattling @RealPNavarro , making him writing op-ed, provocative statements etc in collusion with #soros backed @SecScottBessent
Ignoring long term losses to short term gains..

[Gaurav Singh @grvsingh6]

@ShivAroor - Seems @RealPNavarro who spent most of his life on #China hate by writing dozens of books, and semi-successful in that attempt in his first stint in Trump admin.Have been given new hit target of India's -tariffs/#russianoil
Much like #Soros backed @SecScottBessent

[Shiv Aroor @ShivAroor]

“Maharaja tariffs”, says @RealPNavarro. So we aren’t just dealing with a trade bully, but officially-deployed racists. Game on.

[Gaurav Singh @grvsingh6]

@Chellaney - Seems all this hate roots from @SecScottBessent
past stint as CIO of @georgesoros #SorosFundedByAmerica
where not only he spent good time, in 2015, raised 2 B$ from #Soros to start his own hedge fund.
Can relate to his barbs
@ShivAroor

https://t.co/hXl3zpxLrD

[Dr. Brahma Chellaney @Chellaney]

Scott Bessent made history as the highest-ranking openly LGBTQ official in American history. Now he is making history for the wrong reason — undermining America’s most important strategic partnership in Asia by serving as the administration’s attack dog on India. Bessent invents “facts” as he goes along: one day claiming India imports 42% of its oil from Russia, the next day 37%. Even that figure is false.

[Gaurav Singh @grvsingh6]

@suhasinih Chinese delegates made to wear scarfs in Taliban ruled Afghanistan ..🙂

[Gaurav Singh @grvsingh6]

@BiharInfraTales @mishranitish @IndustriesBihar https://t.co/iugAZ6CS6Y

Actually, the promoters of Ankur Biochem, with bases in Dhanbad, Jharkhand/Asansol WB, like Mr. Mahendra Sharma , in past has been embroiled in IT raids and other controversies..
So, can verify the actual feasibility of project before posting...

[Gaurav Singh @grvsingh6]

@Uppolice @dgpup
Pls take action against these imposters ruining the lives of innocents with fraud and also denting the name of country.
@UPGovt

[NanoBaiter @NanoBaiter]

8/ @RaebareliPolice scammers like Gaurav Trivedi are ruining lives here!!

I’ve reported this multiple times, but action is needed now. Please step up and protect innocent people.

If you want to see more investigations like this one consider following my account and leaving a like. Thanks for reading and have a nice day!