Amit Tiwari

I am interested in and I talk about Python, Machine Learning, JavaScript, Web development

[Clash Report @clashreport]

Denmark’s PM Mette Frederiksen:

There is a total established link between power, political power, capital, tech giants and AI. And the purpose of this is undermining democracy.

That's the goal because the people who are developing this stuff are against democracy.

I met Sam Altman a couple of years ago. I spent hours with him and at the end of the discussion I said to him, "You have created a monster."

And he said, "Yes, and now it's up to you to find out how to deal with it."

[Camus @newstart_2024]

Dana White did an 86-hour water fast, and he says it changed how he sees his body.

He went in after learning about Boston studies on prolonged water fasting. According to him, after 72+ hours your body starts shedding dead cells, generating new ones, and fighting inflammation and disease. He came out shredded with insane mental clarity and described hitting a zen-like euphoric state.

Research shows that autophagy (cellular cleanup) significantly ramps up between 48-72 hours of fasting. Studies, including recent multi-day water fast trials, have found widespread shifts in thousands of proteins affecting metabolism, inflammation, immune function, and even brain-supporting structures.

In a world of constant eating and processed food, strategic extended fasting is one of the most powerful (and free) ways to trigger deep biological repair mechanisms our bodies evolved with.

Have you ever tried a multi-day fast, or does 72 hours sound insane to you?

[India Global Review @IGR_Media]

IGR Founder Palki Sharma (@palkisu) speaks about why she decided to start IGR, the challenges of building a newsroom, the opportunity to create a global media platform from scratch, and her favourite books!

Catch the full conversation:
https://t.co/cFuP5j3sw5

[GREEN BHARAT 🇮🇳 @Jotbirdua]

@narendramodi माननीय प्रधानमंत्री @narendramodi महोदय जी 🇮🇳
मेरा विनम्र सुझाव है कि भारत के शहरों को एक मजबूत और आधुनिक 🌳 पर्यावरण योजना की सख्त आवश्यकता है, जिससे भीषण गर्मी ☀️, जल संकट 💧, प्रदूषण 🌫️, बाढ़ 🌊 और अन्य समस्याओं से प्रभावी तरीके से निपटा जा सके।

[Aravind @aravind]

For investors in Indian markets:

Short-term capital gains tax (stocks held <1 year) went from 15% to 20% two years ago.

Long-term capital gains tax (held >1 year) went from 10% to 12.5% two years ago.

And FIIs outflow since then:

2025: Record ₹1.66 lakh crore net - the highest annual FII outflow ever recorded in Indian markets.

2026: ₹1.51 lakh crore net just until April 2026.

Just a 2% increase matters a lot if you are an FII investing billions. FIIs invest in India because of high growth opportunities, but a depreciating rupee and an increase in taxes means they may move out their capital.

And FIIs definitely move their capital when they sense global issues may drag India's growth. We are already seeing this. This causes more stresses to India's economy, currency, and companies.

Even if futures and options keep their increases in STT (for various reasons it can be argued to make sense), for capital gains from equities, this increase in tax definitely needs to be reconsidered by GoI.

An idea I propose is the increases in taxes can be applied (some other way) only for FIIs, and only when they are taking out the capital from the country. Not sure how it can be implemented, or if it is even practical.

If not, the increases in CGT must be reconsidered, and reverted for at least the time being, to incentivize FIIs and DIs in investing in India's growth story.

[Aravind @aravind]

Good points by Jeff Bezos. Think in terms of the future, work for the future, make a few big decisions. Don't waste time taking too many decisions and getting caught up in small things. This is how successful people and top level executives work.

[SPEEDYAI @SPEEDAI07]

@elonmusk Wasserauen, Appenzell, Switzerland

[Elon Musk @elonmusk]

https://t.co/jn3ganMSpJ

[BBC News Hindi @BBCHindi]

बिहार के पटना में रहने वाली 62 साल की देवनी देवी के टिफिन सर्विस का सालाना टर्नओवर लगभग 2.5 करोड़ रुपये है. उन्होंने 20 रुपए की थाली से ये बिज़नेस शुरू किया था. देखिए देवनी देवी की कहानी.

रिपोर्ट: प्रीति प्रभा
शूट: फहमी ख़ान
एडिट: शाहनवाज़ अहमद

[German Simply 🇩🇪 @GermanSimply_]

Most German learners watch German content the wrong way.

Wrong shows. Wrong level. Wrong method.

After years of teaching – from A1 beginners to C2 exam candidates – I built the only German watchlist that actually works.

60 picks. Every level. Verified. 🎬🇩🇪
Grab a coffee 🧵

[Nicolas Hulscher, MPH @NicHulscher]

We found 84% of cancer patients taking ivermectin and mebendazole for 6 months declared their cancer was either COMPLETELY GONE, REGRESSED, or STOPPED SPREADING.

It’s no surprise the CIA BURIED a 1950s study for over HALF A CENTURY showing anti-parasitics disrupt cancer growth.

[Umashankar Singh उमाशंकर सिंह @umashankarsingh]

नेपाल पर @MEAIndia

हमें नेपाली अधिकारियों द्वारा पहले से मौजूद एक नियम को लागू करने की रिपोर्ट के बारे में पता है, जिसके तहत अगर कोई भारत में खरीदा गया सामान 100 NPR से ज़्यादा कीमत का ले जाता है, तो बॉर्डर पार करने वाले यात्रियों से कस्टम ड्यूटी वसूली जाती है।

हमें पता है कि नेपाल सरकार ने यह कदम मुख्य रूप से इनफॉर्मल ट्रेड और स्मगलिंग को रोकने के इरादे से उठाया है। हमने नेपाल के एक सीनियर अधिकारी का बयान भी देखा है कि पर्सनल इस्तेमाल के लिए घरेलू सामान ले जाने वाले आम लोगों को रोका नहीं जाएगा।

हम इस डेवलपमेंट पर नज़र रखे हुए हैं।

[Aravind @aravind]

Very good job by @RapperPandit. Kudos.

Need more of these. Let the messaging be very factual and subtle. Release them opensource, please. Let others take it and translate it in all Indian vernacular languages and world languages.

[Satya Anveshi 🇮🇳 @iAK1707]

Choosing the right cooking oil matters a lot
—what’s in your kitchen?

[Varun Guru @iamvarunguru]

These three IIT Madras scientists are insane.

Their startup Sthyr Energy is literally turning electricity into metal.

Which you can keep for months and turn it back into electricity when you need it.

And this is incredibly huge.

Let's break this down.

Right now, India alone generates enough renewable energy to power countries like France.

But we can either use it as soon as its generated or its lost forever.

Because no one has figured out a way to store electricity for more than a few hours at scale.

If Sthyr's solution works - we won't just be able to store it for years but we could also transport it on roads - without creating any new infrastructure.

And it would change how the world uses electricity forever.

[Dustin @r0ck3t23]

Elon Musk thinks the entire education system is built on a broken assumption.

That every student should learn the same thing. At the same speed. In the same order. At the same time.

Musk: “Everyone goes through from like 5th grade to 6th grade to 7th grade like it’s an assembly line. But people are not objects on an assembly line.”

The model was designed for a factory economy. Standardized inputs. Predictable outputs.

That economy is gone. The assembly line is gone.

But the education system still runs on its logic.

A student who masters algebra in two weeks sits through eight more weeks because the calendar says so. A student who struggles gets dragged forward because the schedule doesn’t wait.

Neither is being served. Both are being processed.

Musk: “Allow people to progress at the fastest pace that they can or are interested in, in each subject.”

AI doesn’t teach a classroom. It teaches a student.

One at a time. Every time.

It skips what a student already knows. It finds where they’re stuck and approaches it from a different angle.

It adjusts in real time. Not at the end of a semester when the damage is already done.

A student obsessed with basketball learns fractions through shooting percentages. A student who builds in Minecraft learns geometry through architecture.

The subject doesn’t change. The entry point does.

No teacher with thirty students can do this. Not because they lack skill.

Because the math doesn’t work.

AI doesn’t have that constraint.

Musk: “You do not need to tell your kid to play video games. They will play video games on autopilot all day. So if you can make it interactive and engaging, then you can make education far more compelling.”

The brain isn’t broken. The format is.

Kids learn complex systems and strategic thinking for hours voluntarily. Then walk into a classroom and can’t focus for twenty minutes.

That’s not a discipline problem. That’s a design problem.

Musk: “A university education is often unnecessary. You probably learn the vast majority of what you’re going to learn there in the first two years. And most of it is from your classmates.”

Four years. Six figures of debt.

And the real value comes from the people sitting next to you. Not the institution charging you.

The degree doesn’t certify knowledge. It certifies endurance.

Musk: “If the goal is to start a company, I would say no point in finishing college.”

The system was built to train employees. If you’re not trying to be one, it has nothing left to offer you.

Every lecture. Every textbook. Every curriculum. Now available instantly. Personalized to any learner. Adapted to any pace.

The question isn’t whether the old model survives.

It’s how long we keep forcing students through it while the replacement already exists.

[Roan @RohOnChain]

This 2 hour Stanford lecture shows exactly how Stanford trains it's engineers to build AI systems. It's more practical than every Claude tutorial &amp; prompting threads you've seen.

Bookmark &amp; give it 2 hours, no matter what. It'll be the most productive thing you do this weekend.

[Minerva Academy Football Club @minervapunjabfc]

🚨𝐑𝐨𝐮𝐧𝐝 𝐨𝐟 𝟑𝟐🚨

We will lock horns against Braves d'Ahuntsic from Canada in the Round of 32 as we look to continue the winning momentum. ⚔️

#MAFC #WarriorsInSpain #TheFactory #IndianFootball #MICCup

[Amit Tiwari @AmitTiwari_dev]

@kiwicom247 Urgent: Booking 722329443. my IndiGo flight Lucknow → Dammam was cancelled, breaking my trip to Berlin. Ipurchased Kiwi Protection, but you only offering €200 credit while replacement flights cost more than €800. My flight is tomorrow. It’s not fair.Pls do the best

[Suryansh Tiwari @Suryanshti777]

This is insane 😳
Most people are just using AI tools
Very few actually understand how they work

So I collected Stanford’s complete LLM curriculum
and turned it into a step-by-step learning path

Worth over $500
Giving it away free for the first 4,500 people

Transformers → Training → Alignment → Agents → Evaluation

Study this once and you’ll stop guessing with prompts
and start thinking like a real AI engineer

How to get it:
Follow must (so i can dm you)
Rt and comment 'LLM'