Sam V

Developer. Dreamer. Facts matter, Views change as facts changes. ⬛️🟥

[Sam V @samvermon]

@MGSupportIndia I have asked a follow up, please check. Because there is an inconsistency between your official website, your reply and dealership salespeople statements

[Sam V @samvermon]

@MGMotorIn Hi I have DMed you with some questions on vehicle availability? Can you please check on it

[Archer @poserarcher]

🤣�

[Gregory Blotnick @gregoryblotnick]

https://t.co/b4QUC70b6Y

[Sam Rose @samwhoo]

This might be the most beautiful thing I've read in my life. What a privilege to be alive in 2026.

https://t.co/07BtpKswBu

[Himanshu Shekhar @HNImanshu]

It's very easy to start a civil war in india.

1. Ban instagram and short video formats.
2. Stop giving free ration to 80 Cr people.
3. Make data recharge at minimum Rs 1000/month.

[Alíén 👽 @Alien18R]

Never underestimate the power of stupid people in large groups

~ George Carlin

[Aakash Gupta @aakashgupta]

Taiwan solved tax evasion in 1951 with a trick so cheap it should embarrass every tax authority on the planet.

The problem was an all-cash economy full of small shops. A merchant pockets the cash, skips the receipt, and the sale never existed. Auditors can't catch what was never recorded, and hiring enough of them to watch every noodle stand costs more than the missing tax.

So finance chief Ren Xianqun flipped the incentive. Print a lottery number on every receipt. Draw winners every two months on live TV. Top prize today: NT$10 million, about $310K.

Suddenly the customer and the shopkeeper want opposite things. The merchant wants the sale off the books. The customer wants the ticket. And there are millions more customers than merchants. Every transaction now carries a built-in witness demanding the paper trail.

Year one, reported tax revenue jumped 75%, from NT$29 million to NT$51 million. Seventy-five years later, roughly 70% of Taiwanese still play. Convenience stores redeem the smallest NT$200 prizes at the register, so even a coffee receipt feels like a scratch card.

The elegant part is what the audit force costs. The prize pool runs about NT$7 billion a year, roughly $20 million. In exchange, the government gets 23 million unpaid auditors working every checkout line in the country, forever. No inspector general on earth delivers that coverage at that price.

Greece, Italy, Portugal, and Slovakia all copied it. The most effective compliance tool ever built looks like a game, and that's exactly why it works.

[MrsG @SonnetAndWine]

Videos like this make me genuinely anxious!!
The most anxiety inducing part is wondering how anyone can ever challenge this huge misuse of power when power itself generates more influence, more money, and more control😕

[Sandeep Manudhane @sandeep_PT]

Grand fraud called CJP, now set in motion
* Today, a minute-to-minute well choreographed fraud will be unfurled systematically
* Like a well-written Bollywood script, a giant drama will be telecast live (exactly like Anna-Kejri IAC fraud)
* Unknown faces will be mainstreamed on all media - Godis and Liberal YTs - to build their brand
* The Police and CAPFs will be used everywhere to project a larger-than-life image of CJP and its 'leaders'
* Multiple strategic options are possible - arrest and crush, leeway and then crush, no crushing let them be - etc.
* End goal is clear - establish their credentials, grow their size, capture the Gen Z anger in safe hands
* This is the first solid step in hijacking Gen Z anger and frustration, by RSS (via BJP via AAP) - they are spooked as they have no real solutions for either jobs or earnings or a better life for crores; hence systematically confusing and destroying anger is their chosen way
* Innocent Gen Z have no idea of how scheming the Indian boomers are, and how evil they can be when they have no solutions for real problems!
* Remember, it's not about what happens today, but what happens from now on
* All Gen Z aligning with CJP are goners. My sympathies!
[this scam is unfolding minute by minute exactly as the Anna scam did ~15 years ago]

The best part of 30 days CJP fraud has been the selfish nakedness of many liberals and progressives. They are practically complicit. Especially many liberal Youtubers. All that matters to them is a new story, howsoever fake, and their views and $ per month. Good they're exposed as value-less, ideology-zero men and women.

Annamalai set in motion
In parallel, nearly 100% of media have been instructed to positively project Annamalai of TN, who has apparently broken away from Amit Shah and BJP. Ha ha! Imagine. Indian media (esp. in North) having courage to mainstream someone who disagrees with Amit Shah! Annamalai is now tasked with capturing TN for the BJP, via Track 2 plan. (the inside news is even funnier!)
Again, Occam's Razor - if Indian mainstream media speaks extraordinarily big and positive about any politician, he is Modi-Shah's man. End of argument.
- - -

The innocence of Indian populace is the chip Modi Shah are banking on. Perhaps they'll get a shock. Perhaps never. Time will tell.

Meanwhile, continue getting scammed. My best wishes.

[Nehr_who? @Nher_who]

A Boy intentionally touched the ceiling of the staircase in a temple as an experiment to show how Superstitious Indian are

What follows is a shame,everyone starts giving respect to the ceiling of the staircase as if it were some God

No wonder BJP wins election invoking religion

[புத்தன் @Buddhan_]

Personally feel like this after results..Happened..
friend, friends, family, neighbors, relatives business friends 😒😒😒😒

[Prof Sumathi @ProfSumathi]

Actually, the then TN Government under MK Stalin did exceptionally well in every sense.

The DMK Government developed the state economically, socially, and politically, ticking all the boxes in terms of growth, FDI, employment, social justice, communal harmony, gender equality, education, health, sports, public transport, and infrastructure development.

MKS was very proactive and courageous in protecting state rights, linguistic sovereignty, archaeological evidence, heritage sites, and ecological balance.

There was a time when every Tamilian would feel proud to live in this period. People would envy you for having a CM like MKS. He set a standard for a leader who can be courteous, committed, and professional.

MKS had some fantastic people in his ministry and administration, starting from Ma Su, PTR, Thangam Thennarasu, Anbil Mahesh, TRB Raja, and of course Udhaynidhi, who were competing with each other with their outstanding performances.

The party seriously believed that the people of TN would decide logically and rationally while voting.

Unfortunately, people fooled themselves by trusting the fake propaganda and extremely ambitious social media manipulation by the TVK gang.

It’s a challenge for all analysts, critics, activists, and thinkers. Everyone is trying hard to find fault with the then DMK government instead of questioning the fraudulent practices of the TVK gang.

It’s a lesson for all political parties: giving good governance and waiting for voters to respond positively isn’t enough; it’s necessary to expect the worst always, even from your loyal partners and voters, because anyone can betray you, and everyone is capable of being weak, cowardly, stupid, and crooked.

We can only pity the voters, especially the educated youth in TN, who trusted a film star over a seasoned politician, despite having all access to the facts, for their vulnerability and ignorance.

Amudhan RP
Documentary Practitioner
Chennai

[Sam V @samvermon]

@DrGanesh_Japan Don’t give ideas to new govt.

[P. Sainath @PSainath_org]

Even by the standards of a country ranking 157 of 180 nations in the World Press Freedom Index, the reaction of the authorities to the ‘Cockroach Janata Party’ is beyond extraordinary. The public response to that imaginative prank should have signalled to them a deep discontent, even distress, among young people. Instead, as The Indian Express reported, it was framed as jeopardising the country’s ‘national security’ and ‘posing a threat to the sovereignty of India.’ Decades ago, the Malaysian lawyer and poet Cecil Rajendra wrote this brilliant poem that captures the idiocy of it better than any pompous editorialising could (not that our ‘mainstream’ media would dare do even that much).

[Roshan Rai @RoshanKrRaii]

This is the most terrifying 5 minutes you will see today.

We are literally living in a fake economic bubble created to shield the image of one man.

We are so cooked.

[Walter white @JesusAlexaande1]

“How many of you agree that he is the real winner of the 2026 election?”

[Social Justice:சமூகநீதி @sathyantweets]

For DMK strategists: The lesson from the 2026 TN elections isn't just "move to Instagram." TVK ran a growth-engineering operation as per some posters floating around: engineers, sentiment dashboards, a vernacular content factory, 34k WhatsApp Communities, A/B-tested emotional cadence.

Name the gap honestly: older Dravidian-literate strategists cannot code for an audience whose political grammar is reels and reaction shots and punch dialogues. Its a hiring problem, not just a content problem.

We need a permanent PR + behavioral-psych + algorithm unit, staffed by people who live inside these platforms, supervised by strategists who understand the politics. Think Prashant Kishor team-level, not social media volunteers. 12–18 months to build. Anything less is theatre.

Look at what worked elsewhere: Milei (Argentina, 2023) ceded the meme layer to TikTok creators and amplified what worked organically. Prabowo (Indonesia, 2024) rebranded a 72-year-old ex-general as "gemoy": cute grandpa, using AI cartoon avatars. Mamdani (NYC, 2025) beat a billionaire-backed machine with vertical, phone-shot, walking-and-talking content. Common thread: ceded creative control, native vertical format, issue-led not personality-led. Production value is now a negative signal to Gen Z.

Now the technology layer:Fine-tuned vernacular LLMs, small open models (Llama, Mistral, Gemma) post-trained on Tamil internet discourse, dravidian literature, cinema dialogue, and local political memory. Generic GPT outputs sound foreign in TN; a proper fine-tune sounds native and scales content generation 100x.

Embedding-based voter segmentation: cluster citizens by behavioral vectors (what they watch, share, scroll past) rather than typical buckets. The cohorts you discover don't map to traditional psephology; they map to how Instagram already groups them.

Real-time sentiment-to-response loop, ML pipelines that detect an emerging narrative within 30–60 minutes (not days) and trigger pre-approved counter-content from an inventory. TVK won the speed war; this is the only thing that closes the gap.

Network graph analysis on WhatsApp and Telegram, map seeded groups, identify super-spreader nodes, model propagation topology. You can't counter what you haven't mapped.

Creator partnerships at scale, not in-house production, fund and brief 300–500 Tamil micro-influencers across food, comedy, gaming, fashion, regional news. Official party reels are dead on arrival; creator content is trusted by default.

Long-form-to-short-form extraction pipeline: one 90-minute rally or podcast becomes 40–60 auto-clipped vertical shorts via ML, each tuned to a different micro-audience's hook patterns.

One upfront decision: where the line sits on synthetic media: AI avatars, voice cloning, deepfake-adjacent content. Prabowo's cartoon was on the right side of that line; a lot of what's coming won't be. The party that doesn't decide this in writing gets defined by their worst freelancer's choice.

.@arivalayam .@mkstalin .@Udhaystalin .@TRBRajaa .@ptrmadurai .@Dr_Ezhilan .@DMKITwing