Software engineer working in an MNC in Bangalore.
Philanthropist, Service-before-self ,We-before-me,
Scorpion having multiple shades, find out if it matches u;)
Google Brain founder, Andrew Ng:
"Prompting will die in 6 months.
Loops and Graphs are what's replacing it."
In 2 hours, he shows exactly what the best engineers already build instead, and how to start building it yourself.
The missing piece most people skip: how to connect those loops into a graph that compounds every time it runs.
Watch it, then read the full guide on loops and graphs below.
Everyone watched Narendra Modi’s latest video.
Some saw a Prime Minister.
Some saw a politician.
I saw a grandfather.
And that image refused to leave my mind.
The youngest child comes home angry.
“The tap is leaking.”
“The switch is old.”
“The internet is slow.”
“The road is broken.”
Complaint after complaint.
Then frustration becomes abuse.
Not just against the grandfather.
Not just against the father.
Even against ancestors.
The father loses his temper.
The mother gets hurt.
But the grandfather smiles.
Not because he is weak.
Because he is wise.
He knows something the child does not.
He knows where those words came from.
He knows who taught the child those words.
He knows the child was not born speaking that language.
So he calls the child closer.
“It’s okay, beta.”
“I forgive you.”
“But listen carefully.”
“There was a time when we did not even have a tap.”
“There was a time when electricity disappeared for days.”
“There was a time when roads never reached many villages.”
“There was a time when getting a telephone meant waiting for years.”
“You complain because someone built enough for you to complain about.”
“You never saw that struggle.”
“We did.”
“So I forgive you.”
“That does not mean we have no problems left to solve.”
“But I cannot solve them alone.”
“I need you to contribute too.”
“It’s okay.”
“Learn from the mistake.”
When I watched Modi forgive people who abused him...
And even abused his mother...
This was the feeling I got.
I do not agree with every policy of this government.
There are decisions I have criticised.
And there are decisions I will continue to question.
That is democracy.
Question policies.
Question performance.
Question the government.
But when politics replaces arguments with abuse...
It stops being democracy.
It becomes emotional theatre.
And this is where I believe the opposition made a serious political mistake.
By defending behaviour that many Indians found distasteful...
It did not weaken Modi.
It humanised him.
Every insult made him appear calmer.
Every abuse made his supporters more determined.
Every attack made many neutral voters pause.
Politics is fought with ideas.
But elections are won through psychology.
Most Indians can tolerate political disagreement.
Many cannot tolerate disrespect.
Especially when it reaches someone’s mother.
That is why I believe this episode will not reduce Modi’s support.
It will increase it.
Not because he is perfect.
But because many voters will feel that a line was crossed.
The day the opposition learns to defeat a leader with better ideas...
Instead of uglier words...
It may finally start winning.
Until then...
Every abuse may become another vote.
BBC brown sepoys from London:
"Modi building airports and ports when Indians are poor. British woman got parasites when she visited India in 2007. Should poor India have a space program? India's blocking UK's free foreign funds."
Meanwhile, their localities in London:
@JioCare@reliancejio i don't think this is a good practice, I needed a new internet connection urgently, ur sales rep vinoth Perumal and Nagarjuna Valsad said it will be done in 24 hrs,took money on 25th and not picking calls , bangalore region, @Airtel_Presence lets apply
The DS toolkit - Steps for regime change:
1) Leverage a real grievance as the hook, amplify the discomfort even if it is resolved, then broaden it
Start with a concrete, emotional issue, affecting many. Amplify it and keep it alive even after it is addressed and resolved. Aggregate it with other pain points to incite more people. Create a wider audience.
2) Use social media reach, virality and memetic warfare as the accelerator
Launch with satire/memes to go viral fast (low barrier with Google form sign-up, humorous branding, social marketing). Create an identity to boost belonging. Incite emotional responses (anger, fear for the future). Use skilled digital strategists to create and push content.
3) Hybrid online-to-offline escalation and sustainement
Online outrage -> Small offline actions -> Gauge public response -> Time the offline escalation (months after initial issue and its resolution) -> Use online tools to gather support and bring more offline support at site. Install a well known public face as the leader of the protest. For future puppet leader needs as well.
4) Astroturfing and Amplification
True protestors with real concerns - few thousands. Astroturfing online farm accounts - millions. Simulate organic support, incite with new ideas, direct the protest using a cyber command, non-native cyber troops pushing narrative, and micro-targeted digital content. Use plants inside platforms and media to amplify an one sided narrative.
5) Political opportunism and piggybacking
Use country's politics to amplify the protests. Provide opposition with a platform to piggyback on to help galvanize more offline protestors. Incentivize them to use the opportunity to full extent showing them the possibility of a regime change.
6) Timing and goalpost-shifting for longevity
Build slowly or time actions after an issue peaks but while anger lingers. If the core problem is addressed, pivot to broader/political demands or "systemic change" to keep relevance. This prevents quick fizzling. Keep issue alive and galvanize more support.
7) Use the created protests and planted narrative to incite violence and blame it on the govt
Create a pre-emptive narrative of "govt going to crackdown" using force and violence. Plant a narrative of govt infiltrating protests. Orchestrate violence and blame it on the govt. Incite the general public and the world to condemn and get involved. Justify actions like storming the parliament, taking over govt institutions, and arson by protestors. Amplify protests multi-fold and make the regime buckle.
Saw all this executed in Ukraine, Sri Lanka, Bangladesh, and Nepal. Can India be regime changed like this? The clueless supremacist master of the DS and its dog who are trying this imagine so. What they don't understand is the dog is going to be destroyed and the master made to manage a crisis never seen before in the coming years.
"Everything is not DS sir"
I keep getting this comment under my posts. The thing is I mostly talk about the DS hand when I see it. So the comment is like telling a cardiologist "everything is not about the heart" under his posts, because the patient already has kidney disease.
The cardiologist will acknowledge the kidney issue but say he will talk about the heart because that's what is going to cause major issues now and that's his specialty. This is my answer to everyone who posts that one liner seeded to dilute my warnings on the DS.
Imagine the country to be a complex system like the body. Yes the body's genetics will predetermine something like heart disease. The issue is systemic. Agreed.
But if someone then warns the fast food, tobacco, and drinks companies are making him sick and helping the healthcare industry, it would be silly to argue and say "why blame them and their products, he already has heart disease."
Why?
Because he may already have heart disease, but if he's influenced by the fast food, tobacco, and drinks companies, keeps doing as they say in their ads, it will worsen his own condition and accelerate "regime change" on the body - that's death (and rebirth if you believe it.)
A doctor will warn you about dangers of colds, flus and lab created covid if you have an immune condition. Yes, your ailment is already there. You already have an issue. But if you give them a chance, the viruses will hijack your system badly utilizing your issue and do a regime change on your body.
Understood?
Remember my analogies and tell your friends why talking about the DS is important. Tell them "yes a country has issues but you can't ignore the outside hand that's trying to hijack the issues, amplify our problems, and institute a regime change."
Brothers, husbands, fathers... listen up.
Imagine this: You worked 12-14 hour days, sacrificed your youth, your health, your dreams to build a life for your family. You paid the bills, the EMIs, the kids' school fees. You stayed loyal. You loved her.
Then one day, she decides the marriage is 'over.' She walks out. Files for divorce. And the court orders YOU to pay her alimony. Month after month. Year after year.
Your hard-earned money.
Now here's the gut punch: What if that money is funding her new lifestyle? Hotels with her boyfriend. Weekend getaways. Shopping sprees. Parties. While you're left broke, depressed, fighting suicidal thoughts, struggling to even afford a decent meal or see your own kids?
Should the courts grant EVEN ONE RUPEE if she's using it to enjoy with her BF in 5-star hotels?
Even the Supreme Court is now calling this out. In a recent hearing before Justice Pardiwala’s bench, a wife demanded ₹5 crore alimony after a marriage that lasted just one year. The husband offered a reasonable ₹35-40 lakh. The court was shocked. Justice Pardiwala warned: “If such is going to be the stance of the wife, we may have to pass some orders which she may not like.” He told the husband’s lawyer, “You will be making a blunder by calling her back. You won’t be able to keep her. Her dreams are very big.”
This isn’t support. This is legalized extortion.
Alimony was created for a different era – when women had no education, no jobs, no independence. Today? Women are CEOs, earning as much or more. Dual-income homes are normal. Yet family courts still treat men like ATM machines with no expiry date.
Real stories are everywhere. Men losing everything – houses, savings, dignity. Forced to pay lifelong alimony even after she remarries or lives with someone else. Courts rarely monitor how the money is spent. No accountability. She posts luxury vacations on Instagram while you're dodging creditors.
Why should a man pay if:
- She's capable of working but chooses not to?
- She's in a new relationship, enjoying life on your dime?
- The divorce was her choice, her adultery, her abandonment?
- Kids are with you, or grown up?
This isn’t equality. In an equal world, alimony should be gender-neutral, time-bound (maybe 1-2 years max for rehabilitation), and STRICTLY for basic needs — not lifestyle maintenance. Receipts mandatory. New partner? Automatic stop. Misuse? Repayment and consequences.
Men are dying inside. Suicide rates among divorced men are sky-high. Families destroyed. Children alienated. Society pays the price with broken homes.
We need ALIMONY REFORM NOW:
- Temporary and needs-based only.
- Factor in her income, assets, new relationships.
- Equal rights for men too.
- No lifelong payments in short marriages.
- Audit the spending. End the free ride.
If you're a man facing this, know you're not alone. Share your story. Fight back legally. Join men's rights groups. Warn your brothers and sons before marriage — prenups, financial transparency, red flags.
To the lawmakers and judges: Stop punishing men for existing. Marriage shouldn’t be a financial trap. True justice is gender-neutral. Protect families, not one side.
Tag a man who needs to hear this. Share if you’ve seen the pain. Comment your thoughts — should courts fund her hotel romance with YOUR money? Even the Supreme Court said enough in the 5 crore case.
This system must change. For our sons. For justice. For humanity.
#MensRights #AlimonyReform #DivorceIsScam #FamilyCourtBias #StopMisuse #JusticePardiwala #SCAlimony
The Ketan Agarwal–Siya Goel controversy has sparked intense debate.
Not every uncomfortable truth is wrong…
A timely reminder of what feminism was actually meant to stand for.
Well said by RJ Salonii.
Worth listening to…! 🔥
This afternoon, went to the L&T complex at Hazira. Witnessed some of their pioneering innovations across different sectors. The role played by L&T in furthering self-reliance in the defence sector is commendable.
@larsentoubro
It's very clear seeing the leading signals on social media: Every news, and more fake news, are going to be used by the DS to instigate Indians against the PM and GoI in the coming months. It's going to be a barrage, no a deluge, of negative news (mainly Reuters, Bloomberg, WSJ, FT) and propaganda to try disillusion the most hardcore supporters. To prepare the base for protests and anarchy to try create govt instability in India. But they will fail in the end. Because these losers, the communists and islamists, don't get India.