yokes kumarasamy

[yokes kumarasamy @yokesvaran]

@TansuYegen Of course 3D

[yokes kumarasamy @yokesvaran]

@mainbhiengineer 😮😮

He reads me

[Ananda Kumar Dr @AnandNodal]

It is official #TNGovt order now!
Omandurar Advanced Master health checkup centre is perhaps “only govt screening centre to do CORONARY CALCIUM SCORING.
Thanks to respected @Subramanian_ma sir and Respected Health secretary sir.
Screening #HEARTATTACK risks
@NHM_TN @DoHFWTN

[Sridhar Vembu @svembu]

To understand why medicine is so complex, let's make a crude simplifying assumption that there are only 100 biomarkers that are important (in reality there are vastly more). Let's also crudely assume each market is allowed only two values. That gives us 2^100 possibilities, which is about 10^30. That is vastly more than humans that ever lived. And this is with the extremely over-simplified model. We face a practical infinity of possibilities.

In reality, no two patients are ever really alike. No statistical model can give you very high confidence on how to treat. That is why AI can never treat patients, because human doctors exercise something called "clinical judgment".

That judgment is what enables a doctor to tell us "this is not a serious issue, get good sleep" vs "this definitely needs deeper investigation". That judgment is hard. Often they cannot even explain why they arrived at this but great doctors have that intuition. The entire Big Medicine is about systematically dismantling clinical judgment and convert doctors to mere "protocol pushers". Great doctors resist this.

Now on top of the measurable biomarkers, there is the unmeasurable factor called "mental state". Every good doctor knows a positive mental state in a patient leads to far better clinical outcomes. That is why good doctors practise compassionate medicine, not just numbers based medicine. I know an outstanding skin doctor in Chennai who prescribed me medicine for my very-itchy Eczema that I had endured for months, and he also told me "try to avoid stress and it may go away, and you may not even need the medicines I prescribed". I consciously reduced my stress level and the problem went away without medicine. That is a truly great doctor.

What does it have to do with autism-vaccine connection? As my crude numerical analysis showed, we have the problem of N=1 way too often in medicine and that is even more true for autism where each kid is truly unique, and that is why statistics are mostly useless and clinical judgment is mostly all we have. We cannot have broad sweeping mandates, definitely not broad vaccine mandates. Each doctor has to exercise their judgment with their patient. And they have to listen to the patient concerns first.

What Big Medicine is about is to try to reduce medicine to be a pure statistical science and it is not. Conditions like autism do not fit that paradigm at all.

That is the battle here. At its core it is not just an autism battle, it is a philosophy of medicine battle.

I pledge to keep fighting this fight because I nearly wanted to commit suicide at one one point in my life. Just this morning, a depressed parent approached me for advice and that started my X thread today.

I urge intelligent doctors to debate this philosophy of medicine issue. I will not respond to the arrogant "stay in your lane" types.

[Sridhar Vembu @svembu]

I have met Professors of Immunology in reputed medical schools in the US who _15 years ago_ had serious reservations on the aggressive vaccine schedule but would tell you it was suicidal for them to speak up.

A lot of doctors _in private_ would concur but given how much attack someone like me gets on this topic, they stay silent (I don't care about being attacked, I have been vaccinated (!) against personal attacks on me!).

So I speak up also to give a voice to those _doctors_ who prefer to remain silent.

We may need an org in India to give support to them so they can come out.

Meanwhile do not be misled by "he is not a doctor, he has no right to talk about it". I do have the absolute right and I am a reasonably informed layman.

This whole "stay in your lane" is arrogance and credentialism and I do not respect people who use that line. They are unlikely to be any good in their fields.

[Richard Moglen @RichardMoglen]

Hi @YouTube @YouTubeCreators

Today I was notified that you rejected my appeal.

Based on your analytics you did not watch my appeal video.

Please have a human review my case and re-instate me in the YPP.

My content is my own and not re-purposed

https://t.co/EcpFVEr4QF

[‎Wojak Codes @wojakcodes]

“Until death, all defeat is psychological”

[The Alpha Mindset @the_alphamind]

This shows why you can never break a person who is not afraid to eat alone‼️‼️

[SANJAY FADNAVIS (Modi Ka Parivar) @sanjayfadnavis1]

*Dr Shashi Tharoor @ Stand Up Comedian 👌*.....*too good to miss*
*and pl don't try and see any political angle in it, otherwise you will miss all the fun*😄😄

[yokes kumarasamy @yokesvaran]

@Rainmaker1973 Now we have a reason to be a theist 😂😂

[yokes kumarasamy @yokesvaran]

@gunsnrosesgirl3 Wrong question.
I enjoyed seeing this video 😂😂.

[J Law @JLawStock]

After joining the US Investing Championship again this year, a lot of people asked me:

“How did you pull off a triple-digit return in the first half of 2025, when the market was crashing?”

Here’s the story:

In March, I was shorting actively because there were just too many clean short setups popping up.

Then in early April, the Nasdaq touched its 200-week moving average. That’s strong support.
I closed all my shorts and flipped long, focusing only on the strongest leaders outperforming the market.

April and May were all about building long exposure. I stayed 100% on the long side until recently, when I went back to a long-short approach.

My trading methods aren’t secret. You can learn most of them from books or YouTube.

But if there’s one thing I take seriously, it’s this:

Trade what you see, not what you think.

One of my teammates, Oasis, turned this whole experience into a song.
Her boyfriend, a very talented musician, made it into a real track.
Our team then spent over a month producing a full MV.

This song pretty much sums up my first-half journey in 2025.
Hope you enjoy it 👇
🎵 https://t.co/h7aq2gKm23

This music was created by Marcel Du Chimp:
https://t.co/ahUA8eSCiu

#USIC2025 #USInvestingChampionship

[LNPR Capital @LnprCapital]

→ The Indian government is preparing to roll out a major incentive scheme aimed at boosting domestic manufacturing of rare earth permanent magnets (REPM).

→ As part of this initiative, both public and private sector companies are being encouraged to acquire overseas mineral assets to secure a long-term supply of rare earth raw materials.
→ This two-pronged strategy focuses on:
→ Stimulating local manufacturing of REPM, and
→ Facilitating access to rare earth resources abroad through diplomatic and institutional support under the National Critical Mineral Mission (NCMM).

→ The move comes amid regulatory restrictions and capacity constraints that have left India’s large domestic reserves of rare earth elements largely untapped.

→ The Ministry of Heavy Industries (MHI) plans to include provisions in the incentive scheme to support companies sourcing raw materials from foreign countries.

→ Simultaneously, the Ministry of Mines is working to assist companies in identifying and acquiring rare earth-rich mining blocks overseas.

→ The broader goal is to reduce dependence on China, which currently accounts for 84% of India’s rare earth imports, and to shield the magnet value chain from global supply disruptions.

→ Despite having the world’s third-largest rare earth reserves at 6.9 million tonnes, India mined only 2,900 tonnes in 2024 due to low capacity and regulatory hurdles.

→ India currently produces just 400 tonnes of neodymium-praseodymium (NdPr) oxide annually via IREL, the only domestic miner and processor of rare earth oxides.

→ To meet the production target of 6,000 tonnes of REPM annually, the government acknowledges that domestic sources alone are insufficient, necessitating external sourcing.

[The Kobeissi Letter @KobeissiLetter]

BREAKING: US tariff revenue surged to a record $29.6 billion in July.

This follows $26.6 billion in June, $22.2 billion in May, and just $8.2 billion in March when new tariffs began.

Over the last 3 months, customs and certain excise taxes have reached $78 billion, more than the entire Fiscal Year 2024.

At this pace, annual tariff revenue could reach $308 billion, a $231 billion increase compared to 2024.

For perspective, corporate income taxes collected last fiscal year were ~$366 billion.

Tariff revenue is skyrocketing.

[yokes kumarasamy @yokesvaran]

@TheTradingwolf0 IT and Pharma are exempted for tariff imposition.

[Charlie Bilello @charliebilello]

#FF @PeterMallouk, a great follow!

[yokes kumarasamy @yokesvaran]

@Rainmaker1973 What a life !

🤨

[TraderLion @TraderLion]

Tired of giving back your gains after every rally?

It’s time for a change. Learn how to spot a stock topping process and protect your profits.

Here’s how to identify topping signs and act before it’s too late:

[Nithin Kamath @Nithin0dha]

How long do we have left. 😬