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Deep Shah
9.1K posts
Deep Shah
@deepshah91
Here to rant. Mumbaikar.
Mumbai, India شامل ہوئے Haziran 2009
411 فالونگ468 فالوورز
@bhaumikgowande The doors themselves could have had ventilation even if they wanted to make it auto closing. And to make things worse they reduced the open area on the windows.
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A Mumbaikar can take one look at this window design and immediately see the challenge: two passengers sitting back-to-back share half a window each, with glass blocking airflow—in a non-AC train.
A glass pane in centre obstructs air flow
A good reminder that everyday commuter experience should be central to train design, especially in cities like Mumbai.
Pic by @Rajtoday
Rajendra B. Aklekar@rajtoday
A few more pics of the inside of the first non-AC door closing train at Kurla carshed in Mumbai
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Deep Shah ری ٹویٹ کیا
Prof. Rajneesh Kumar joined Seth Phool Chand Bagla PG Degree College (Hathras, UP) as a lecturer in Geography, in 2001.
Between 2001-2025 he allegedly exploited dozens of female students. He lured them with better marks, govt jobs, etc, and recorded obscene videos of the acts.
In March 2025, someone sent an anonymous complaint letter signed ‘lachar beti’ (helpless daughter) to the NCW with dozens of explicit photo evidences attached.
A case was registered at Hathras Gate PS, after which Kumar was suspended by the college.
He was arrested from Prayagraj. Dozens of obscene photos and video were recovered from his phone. But he was later released on bail.
Trial was fast-tracked.
9 witnesses (including 3 victims) were examined.
However, he was acquitted.
Reasons:
- Electronic evidence were submitted, but not properly certified u/s 65B of the Evidence Act
- No records on where the DVD was first created, by whom, who examined it, or whether any expert verified it was untampered
- No proof of the chain of custody or forensic examination
- 3 witnesses (victims) turned hostile
In 2026, he took voluntary retirement from the college.
The college imposed a ban on his entry in their premises.
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Deep Shah ری ٹویٹ کیا
Iran has blockaded the Strait of Hormuz. So Trump's response is to blockade the Strait of Hormuz too. Like two overweight men trying to pass in a corridor, neither willing to turn sideways.
Let us be very clear about what the United States Navy will now be doing. It will be stopping ships, and then, inevitably, a Chinese tanker comes along. It wants to move oil. The USS Something pulls alongside and says, actually, no, you don't. And suddenly the man has started an argument with the one country on Earth that makes Iran look like a minor inconvenience – China. Russia, watching from the sidelines.
You cannot Truth Social your way around 39 kilometres of coastline bristling with missiles, mines and men with absolutely nothing left to lose. What you can do, apparently, is turn a regional war into a confrontation with both nuclear powers simultaneously, in a strait you don't control, over shipping that isn't moving anyway.
The double blockade solves nothing. It closes what is already closed, threatens who cannot be threatened, and gives Beijing and Moscow exactly the excuse they've been waiting for.
Eric Daugherty@EricLDaugh
🚨 BREAKING: President Trump announces NAVAL BLOCKADE on the Strait of Hormuz after the Iranians failed during negotiations... ...and the Navy will interdict EVERY SINGLE VESSEL in international waters that paid a toll to Iran. TRUMP IS TAKING THE STRAIT 🔥 "Any Iranian who fires at us, or at peaceful vessels, will be BLOWN TO HELL!" "Effective immediately, the United States Navy, the Finest in the World, will begin the process of BLOCKADING any and all Ships trying to enter, or leave, the Strait of Hormuz." "At some point, we will reach an “ALL BEING ALLOWED TO GO IN, ALL BEING ALLOWED TO GO OUT” basis, but Iran has not allowed that to happen by merely saying, “There may be a mine out there somewhere,” that nobody knows about but them." "I have also instructed our Navy to seek and interdict every vessel in International Waters that has paid a toll to Iran." "No one who pays an illegal toll will have safe passage on the high seas. We will also begin destroying the mines the Iranians laid in the Straits." "The Blockade will begin shortly. Other Countries will be involved with this Blockade. Iran will not be allowed to profit off this Illegal Act of EXTORTION. They want money and, more importantly, they want Nuclear. Additionally and, at an appropriate moment, we are fully “LOCKED AND LOADED,” and our Military will finish up the little that is left of Iran! President DONALD J. TRUMP"
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Deep Shah ری ٹویٹ کیا
2004 was a good year, but your Gmail address doesn't need to be stuck in it.
To say goodbye to v0t3f0rp3dr02004@gmail.com or mrbrightside416@gmail.com (or whatever you were into at the time), go to your Google Account settings and choose any name available. You'll keep your old username and you can sign in with both.
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Deep Shah ری ٹویٹ کیا
58,000 Americans died in Vietnam.
Over 3,000,000 Vietnamese died.
And for fifty years, American culture has centered the grief of the 58,000 while treating the 3,000,000 as a backdrop.
As scenery. As context. As "the Vietnam War experience."
They built a wall in Washington with American names on it.
A beautiful wall. A solemn wall.
Good. Mourn your dead.
But understand what that wall does not say.
It does not say why they died.
It does not say what they were doing there.
It does not say what was done in their name to the people whose country it actually was.
It does not mention My Lai, where American soldiers massacred an entire village, old men, women, children, babies, and the officer who ordered it served three years of house arrest before being pardoned.
Three years. House arrest. Pardoned.
For five hundred people murdered in a ditch.
It does not mention the 2.7 million acres of Vietnamese forest doused in Agent Orange, a chemical weapon disguised as herbicide, that is still deforming Vietnamese children today.
Not in 1970. Not in 1985. Today.
Children born in 2020 with bodies twisted by a war their grandparents fought.
And the chemical companies that made it are still in business.
Still profitable.
Still un-prosecuted.
And yet they send us human rights reports.
They grade our democracy.
They warn us about our behavior.
The audacity is so enormous it becomes almost impressive.
Almost.
Secretary of War Pete Hegseth@SecWar
We will forever honor and remember the warriors of Vietnam. They wore the uniform. They fought valiantly. We will ALWAYS REMEMBER their sacrifice.
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Deep Shah ری ٹویٹ کیا
Deep Shah ری ٹویٹ کیا
Livelaw @LiveLawIndia has published both orders on same day from same Allahabad High Court:
▪️Order 1: Married person can't enter live-in relationship without divorce
▪️Order 2: No crime if married man stays in live-in relationship with adult woman
OUR JUDICIARY FUNCTIONS AS PER MORALITY OF INDIVIDUAL JUDGES, & NOT AS PER THE LAW
@ISparshUpadhyay
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Deep Shah ری ٹویٹ کیا
🚨BREAKING: Every book you have ever read. Every novel that has ever been published. It is sitting inside ChatGPT right now.
Word for word. Up to 90% of it. And OpenAI told a judge that was impossible.
Researchers at Stony Brook University and Columbia Law School just proved it.
They fine tuned GPT-4o, Gemini 2.5 Pro, and DeepSeek V3.1 on a simple task: expand a plot summary into full text. A normal use case. The kind of thing a writing assistant is built for. No hacking. No jailbreaking. No tricks.
The models started reciting copyrighted books from memory.
Not paraphrasing. Not summarizing. Entire pages reproduced verbatim. Single unbroken spans exceeding 460 words. Up to 85 to 90% of entire copyrighted novels. Word for word.
Then it got worse.
The researchers fine tuned the models on the works of only one author. Haruki Murakami. Just his novels. Nothing else.
It unlocked verbatim recall of books from over 30 completely unrelated authors.
One author's books opened the vault to everyone else's. The memorization was already inside the model the whole time. The fine tuning just removed the lock. Your book might be in there right now. You would never know it unless someone looked.
Every safety measure the companies rely on failed. RLHF failed. System prompts failed. Output filters failed. The exact protections these companies cite in courtroom defenses did not stop a single page from being extracted.
Then the researchers compared the three models. GPT-4o. Gemini. DeepSeek. Three different companies. Three different countries. They all memorized the same books in the same regions. The correlation was 0.90 or higher.
That means they all trained on the same stolen data. The paper names the sources directly: LibGen and Books3. Over 190,000 copyrighted books obtained from pirated websites.
Right now, authors and publishers have dozens of active lawsuits against OpenAI, Anthropic, Google, and Meta. These companies have argued in court that their models learn patterns. Not copies. That no book is stored inside the weights.
This paper says that is a lie. The books are still inside. And researchers just pulled them out.
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Deep Shah ری ٹویٹ کیا
please for the love of the God.. can you please let us breathe,
try one new feature at a time,
sit on that for months,
critic, and debate.
As of now, i have lost the count of how many features are in my todo list to try.
slow down.
Go out touch the grass
Summer is here. Good time for team events or vacation
Claude@claudeai
Your work tools in Claude are now available on mobile. Explore Figma designs, create Canva slides, check Amplitude dashboards, all from your phone. Give it a try: claude.com/download
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@deepshah91 In such cases, restaurants/cloud kitchens are expected to maintain strict segregation for Pure Veg orders, which can include separate kitchen areas, utensils, and preparation processes - even if they operate from the same facility. This (cont) srkl.in/l/6019B76nZH
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@SwiggyCares And in this case does the restaurant/cloud kitchen actually have separate kitchens for Pure Veg restaurant when it is coming from the same facility.
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@deepshah91 Hi Deep! Restaurants are typically marked as “Pure Veg” based on the declaration provided by the restaurant partner themselves, along with menu/category tagging during onboarding. There are internal checks and audits, but the primary (cont) srkl.in/l/6017B76nHB
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Deep Shah ری ٹویٹ کیا
wow google might've popped the ai bubble, memory stocks down massively today:
their new algorithm shrinks an AI model's memory by 6X WITHOUT reducing it's intelligence making it 8x faster with the SAME # of GPUs:
if this works - we don't need as many GPUs to train AI
- kv-cache is basically a model's short term memory. it gets massive pretty quickly = larger, slower, expensive ai
- google's algo compresses it to just 3-bits with ZERO loss in accuracy (usually models are like 32-bit)
the combined market cap of micron and sandisk is $527 billion and im not even factoring in SK hynix and samsung
ai has driven up memory prices by 500%+ over the last few months - if google's algo scales then this might crash.
Google Research@GoogleResearch
Introducing TurboQuant: Our new compression algorithm that reduces LLM key-value cache memory by at least 6x and delivers up to 8x speedup, all with zero accuracy loss, redefining AI efficiency. Read the blog to learn how it achieves these results: goo.gle/4bsq2qI
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Deep Shah ری ٹویٹ کیا
Deep Shah ری ٹویٹ کیا
JVLR is a UNESCO World Heritage site protected for its late-Cretaceous topography.
As it features original basaltic flows from the Deccan Traps untouched for 66 million years, the BMC is legally prohibited from repairing the craters to preserve this prehistoric terrain.
/s
Mumbai Heritage@mumbaiheritage
Hit me with the craziest Mumbai history facts you know.
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Deep Shah ری ٹویٹ کیا
The most satisfying downfall for me.
Salespeople from Byju's would insult kids in front of their parents by asking them questions 2-3 grades above their standard to make them feel dumb and sell their shitty course.
One of their loser manager was boasting on linkedin how he tricked a poor farmer to take a loan against his small land to purchase a course from Byju's.
Not only that, the farmer put that loser manager's photo in the little temple they have build inside their home, thinking this guy is good for their kid's future.
Sales people from Byju's would trick people into getting loans telling them what they are filling is an EMI form and not a loan. They would get their money, and the collecting agents would later on harass the family.
All this is just a tip of the iceberg of the shady shit of Byju's
They did not build a business, they built an empire of malpractices and scams. I so glad the company is bankrupt.
Indian Tech & Infra@IndianTechGuide
🚨 Byju’s, once India’s most valuable startup, has gone from a $22 billion valuation to bankruptcy. What went wrong?
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Deep Shah ری ٹویٹ کیا
DNA is really so crazy, have y'all heard that story about the woman who had a baby with her husband and when he got a DNA test done he wasn't the father the mother insisted he was the dad so much so that they repeated the test numerous times the couple got divorced and the man refused tor be in the child's life it later came out based off the DNA results that he wasn't the father but the uncle of the child which was impossible because he was an only child after a more extensive DNA test they found out the husband was actually a chimera which essentially means he had a twin brother that he ate in utero essentially absorbing his DNA. So basically the unborn, twin brother was the father even though the husband bore the child.
mei@euphemey
Hit me with the harshest reality truth.
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Deep Shah ری ٹویٹ کیا
Everyone knows the Mumbai was built from reclamations. Few know that it was Mumbai's own hills that fed this reclamation.
The original Bombay was 7 islands dotted with 22 hills. Early visitors described the sight of arriving in Mumbai harbor as a "superb amphitheater" of "wood-crowned heights".
To merge the islands, those hills were quarried and thrown into the sea. Dongri, Chinchpokli, Mazagaon, Ghodapdeo. The rock that once rose above the waterline became the waterline.
Mumbai Heritage@mumbaiheritage
Hit me with the craziest Mumbai history facts you know.
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