Saurabh Jain

HFT options & delta‑one trader | Building an open‑source AI Trading System (hedge‑fund inspired) | Python + AI

[Saurabh Jain @saurabhj9]

I will keep updating this thread with my articles on the open source AI-Trading-System.

[nduka omeife @ndukaomeife]

When I watched the Ecuador coach celebrate so passionately after his team's victory over Germany yesterday, I was reminded of a profound truth often associated with Napoleon Hill:

"The most powerful mastermind alliance a man will ever form is in his marriage. A woman, rightly chosen, aligned in vision, and honored in spirit, can make a man unbreakable. But a woman wrongly chosen or unaligned in purpose will drain him of vision, strip him of confidence, and sentence him to spiritual poverty.

Many men fall not because of failure in business, but because of conflict in the home. They rise with vision only to have it mocked. They speak with clarity only to have it questioned. They act with courage only to be met with resistance. This is not partnership. This is war. And a man at war with his household cannot build peace outside of it.

But when a woman supports a man's purpose, when she believes in his destiny, when she reflects his greatness before the world sees it, that woman becomes the mastermind in motion. Her energy fuels him. Her intuition sharpens him. Her peace steadies him. Her presence becomes a sanctuary. And the man with that kind of partner is dangerous to every limitation.

You must choose this alliance with wisdom. And if you are already in one, you must train it, not ignore it. Share your aim. Speak your plan. Invite her insight. Draw strength from her spirit. This is not weakness. This is wisdom. This is law."

[Chandana 🌻✨ @RoseOnX9]

This clip cost more than 4 months of my salary.

[IIT Madras @iitmadras]

Claims of a data breach and privacy violation affecting lakhs of JEE (Advanced) aspirants are misleading and factually incorrect.

The information circulating on social media is misleading and does not accurately reflect what happened. There is an attempt at spreading misinformation, which is far from the truth.

On 2nd June 2026, certain technical interventions were undertaken on an expedited basis to assist candidates experiencing difficulties in accessing admit card data and to ensure the smooth functioning of the registration process. These interventions resulted in a minimal, temporary misconfiguration in a cloud storage component. An ethical hacker, Mr. Rylen Anil, identified this misconfiguration and reported that he could access the concerned database. The issue was immediately rectified and access to the data was restricted.

The affected storage was read only, meaning no data could be edited or deleted. An analysis of cloud access logs confirmed that no bulk download occurred (the read-only access was limited to less than 0.05% of the data). No sensitive information was compromised or mass-extracted. This incident had zero impact on examination outcomes, including marks, ranks, and category of the candidates.

IIT Roorkee remains fully committed to maintaining the integrity, security, and transparency of the JEE (Advanced) and JoSAA counselling processes. Deliberate attempts to misrepresent this technical event and undermine public trust in the examination system are deeply concerning and should be discouraged.

The JEE (Advanced) team looks forward to supporting every aspirant through a smooth and secure admission process into IITs and IISc.

@iitmadras @iitroorkee

[Sarthak Sidhant @sidhant_sarthak]

CBSE has systematically rewritten its rulebook to favor Coempt Eduteck.

check out the blog.

[Abhishek AB @ABsay_ek]

Every time Vaibhav Sooryavanshi plays a blinder, someone asks if he can do it in Tests, on a minefield, on Mars or whether he’ll be better than Sachin. Wrote on this strange obsession with tomorrow instead of simply enjoying what we are witnessing today.
Read here👇(A bit long)

[Narendra Modi @narendramodi]

Today, India takes a defining step in its civil nuclear journey, advancing the second stage of its nuclear programme.

The indigenously designed and built Prototype Fast Breeder Reactor at Kalpakkam has attained criticality.

This advanced reactor, capable of producing more fuel than it consumes, reflects the depth of our scientific capability and the strength of our engineering enterprise. It is a decisive step towards harnessing our vast thorium reserves in the third stage of the programme.

A proud moment for India. Congratulations to our scientists and engineers.

[Deedy @deedydas]

It's insane to me that despite all the tech progress, you can't find a single half-decent place on the internet to read epics of history like the Mahabharata and Ramayana.

Until now.

All 10,000 pages. In readable modern English. Free.

Read it on grand old books.: https://t.co/rMqa5keQZO

[Deedy @deedydas]

I was wrong about Sarvam.

When I wrote about them a year ago, I felt like the direction to train small "indic" language models was wrong. But boy, have they turned it around. They have the best text-to-speech, speech-to text, and OCR models for Indic languages, and that's actually really valuable. The pricing is very reasonable. And the website is not only beautifully designed but dirt easy to use. They're filling a well needed gap in the ecosystem and doing things big labs will probably never focus on to the fullest extent (at least in the short term). I don't know anything about the business, but there's a lot to appreciate about what they've build technologically and I can't remember the last time I felt that way about software products coming out of India. Well done.

[NP @nadalprop_]

Alcaraz is great but young Nadal was something else 😭

[Amit T @amittalwalkar]

14 individuals have scored 20k+ runs in international cricket.
41 individuals have claimed 500+ wickets in international cricket.
10 individuals have scored 50+ centuries in international cricket.
200+ individuals have 5+ 5w hauls in international cricket.
5 individuals have 50+ Man of the Match Awards in international cricket.

There's only one cricketer to have achieved it all, and that's Jacques Kallis.
@jacqueskallis75 @ProteasMenCSA

[Archit @archittsharmaaa]

Photos I took in India

[Josh Woodward @joshwoodward]

🇮🇳 Good morning India! A lot of you asked for full-length mock JEE Main tests in @GeminiApp at no cost - done! Good luck on your prep!

Last week, SAT. This week, JEE.

What other global exams would be most helpful?

[Enigmas @Enigmas0x]

In a system where the officiating and VAR failed to provide a fair contest, the walk-off served as a manual override.

​By stopping the game for 17 minutes, Senegal broke the momentum of bias.

​It forced the world to look at the screen. It effectively iced the kicker.

Brahim Díaz’s subsequent missed Panenka is blamed on the delay, but a supporter would say the delay simply restored the natural pressure of the game that the referee’s bias had tried to remove.

​Banning Senegal from the World Cup for this would be the ultimate gaslighting by FIFA.

​Senegal was the team that had a goal wrongly disallowed. Senegal was the team that faced a dubious last-minute penalty.

​To ban the winners of the tournament because they dared to protest a systemic breakdown is essentially FIFA saying: You must sit there and let us take the game from you, or we will destroy your future.

​Critics call the walk-off shameful, but the team actually returned and won.

They didn't forfeit; they protested, regrouped under Sadio Mane's leadership, and proved they were the better team by winning in extra time.

A ban would punish a team for a 15-minute protest that they self-corrected, while the refereeing errors that caused the chaos would likely go unpunished.

​If FIFA bans Senegal, they aren't protecting integrity; they’re protecting incompetence.

Senegal didn't walk off because they were losing—they walked off because the officiating was an insult to the sport.

They came back, they faced the penalty, and they won on the pitch.

Banning a team for refusing to be robbed is just FIFA admitting they care more about optics than fair play.

[Saurabh Jain @saurabhj9]

@tristanApart @VeryInsig @Kendrickkumaaru it is relevant, when you target the tributary that is least burdening your system then i cannot help but think the reasons are different.

[Saurabh Jain @saurabhj9]

@VeryInsig @Kendrickkumaaru Yes 1.5% of the population is changing the culture of the remaining 98.5% . At least give some excuses that are believable.

[Novak Djokovic @DjokerNole]

After careful consideration, I have decided to step away completely from the Professional Tennis Players Association. This decision comes after ongoing concerns regarding transparency, governance, and the way my voice and image have been represented.

[Pankaj @the2ndfloorguy]

i was tired of stupid people on road so i hacked my helmet into a traffic police device 🚨

while i ride, ai agent runs in near real time, flags violations, and proof with location & no plate goes straight to police.

blr people - so now ride safe… or regret it.

[Night Sky Now @NightSkyNow]

🚨 48 years ago, we launched Voyager 1 — but it’s still nowhere near another star.

Voyager 1 left Earth on September 5, 1977. Since then, it’s been racing through space at over 38,000 miles per hour (17 kilometers per second) — fast enough to cross the United States in under 5 minutes.

It’s the most distant human-made object ever, now more than 15 billion miles from Earth, and it officially entered interstellar space in 2012 after crossing the heliopause — the boundary where the Sun’s influence ends.

Even at that speed, Voyager 1 hasn’t traveled a single light-day. A light-day is ~16 billion miles — the distance light travels in 24 hours. After nearly half a century, Voyager 1 still hasn’t made it that far.

For comparison, light from the Sun takes just over 8 minutes to reach Earth.

And when it comes to getting closer to another star? That’s even more humbling. Voyager 1 is on a trajectory toward a faint star in the constellation Camelopardalis, known as AC +79 3888. But because that star is moving toward us — and faster than Voyager is moving toward it — it will take over 40,000 more years for Voyager 1 to be closer to it than to the Sun.

Why hasn’t Voyager gone farther? Simple physics: without propulsion, it’s coasting. It got a gravity assist from Jupiter and Saturn, but that only gave it a one-time boost. In the vacuum of space, there's no friction to slow it down, but also no fuel to speed it up. Unless a spacecraft can approach a meaningful fraction of the speed of light — as some theoretical missions propose — interstellar travel will always be a multi-millennia journey.

Still, Voyager 1 was never designed to reach another star. Its mission was to study the outer planets — and it revolutionized our understanding of Jupiter and Saturn, sending back iconic images and data. Then, it kept going, powered by small nuclear batteries still generating just enough power to send data across 15 billion miles, taking 22.5 hours to reach Earth.

Eventually, its power will run out. Its instruments will go dark. But its momentum will carry it onward — silently drifting between the stars.

📸Credit: NASA/JPL-Caltech
#spacemystery #Voyager #astronomy

[SightBringer @_The_Prophet__]

⚡️Japan already knows it is over.

You can feel it in how little urgency there is around reversing this.

The policies are polite. The incentives are symbolic. The messaging is soft. That only happens when a system has subconsciously accepted the outcome.

If Japan believed reversal was possible, it would behave violently.
Emergency housing nationalization.
Radical work hour collapse.
Massive family transfers.
Cultural rupture.

None of that is happening.

Because the real constraint is not money or policy.

It is desire.

A civilization stops reproducing when life no longer feels like an expansion. When the future feels heavier than the present. When continuity feels like obligation instead of promise.

Japan optimized for safety, predictability, and order so completely that it eliminated the emotional surplus required to bring new humans into the world.

Children are not produced by comfort.
They are produced by meaning.

Japan has comfort without meaning.

This is why the streets are clean and the cradles are empty.

And here is the uncomfortable truth most people avoid.

Once a society crosses this line, the collapse does not look dramatic. It looks quiet, managed, and strangely peaceful.

No riots.
No chaos.
No burning cities.

Just fewer schools.
More hospitals.
More inheritance without heirs.

More systems designed to preserve what exists rather than create what comes next.

Japan is choosing preservation over propagation.

That choice becomes self reinforcing.

Older populations vote for stability.
Stability resists disruption.
Disruption is required for renewal.

So renewal never comes.

The deepest truth is this.

Japan is a mirror for modern civilization.

Every advanced system that maximizes efficiency, financialization, credentialism, and risk minimization walks toward the same endpoint.

Low birth rates are the final output of a system that no longer believes tomorrow will be better than today.

Japan is simply the first to arrive there honestly.

Everyone else is still pretending.

[Saurabh Jain @saurabhj9]

@GabbbarSingh Says a lot about his fans as well.