Sabhya FN

May Lord Rama bless you with strength, courage, and wisdom on this holy day.

Wishing you and your family a wonderful Eid filled with peace and happiness. Eid Mubarak

"May your life be as colorful and joyful as the Holi festival! Wishing you love, laughter, and endless happiness. Happy Holi!

"

- *Empowerment*: "A woman is like a tea bag - you can't tell how strong she is until you put her in hot water." - Eleanor Roosevelt

*Good Morning !* ☕

📉 DIIs Buying More Than FIIs, Yet Market Down 13% – *What’s REALLY Happening?*

FIIs Selling Index Heavyweights = Direct Market Impact

🔻 FIIs aren’t just selling; they’re dumping large caps like:

- HDFC Bank, ICICI Bank, Reliance, TCS, Infosys

- High PE growth stocks like Trent, Dixon, Kaynes, Avenue Supermarts

📌 Since these stocks have high weight in Nifty & Sensex, their fall = Market fall.

📌 Meanwhile, DIIs are buying majorly mid & small caps, which don’t impact indices much.

*Good Morning !* ☕

*Interesting Read* 👇

Finally had a chance to dig into *DeepSeek’s* …

*Let me break down why DeepSeek's AI innovations are blowing people's minds (and possibly threatening Nvidia's $2T market cap) in simple terms...*

First, some context: Right now, training top AI models is INSANELY expensive. OpenAI, Anthropic, etc. spend $100M+ just on compute. They need massive data centers with thousands of $40K GPUs. It's like needing a whole power plant to run a factory.

*DeepSeek just showed up and said "LOL what if we did this for $5M instead?" And they didn't just talk - they actually DID it.* Their models match or beat GPT-4 and Claude on many tasks. The AI world is (as my teenagers say) shook.

How? They rethought everything from the ground up. Traditional AI is like writing every number with 32 decimal places. DeepSeek was like "what if we just used 8? It's still accurate enough!" Boom - 75% less memory needed.

Then there's their "multi-token" system. Normal AI reads like a first-grader: "The... cat... sat..." DeepSeek reads in whole phrases at once. 2x faster, 90% as accurate. When you're processing billions of words, this MATTERS.

But here's the really clever bit: They built an "expert system." Instead of one massive AI trying to know everything (like having one person be a doctor, lawyer, AND engineer), they have specialized experts that only wake up when needed.

Traditional models? All 1.8 trillion parameters active ALL THE TIME. DeepSeek? 671B total but only 37B active at once. It's like having a huge team but only calling in the experts you actually need for each task.

The results are mind-blowing:
- Training cost: $100M → $5M
- GPUs needed: 100,000 → 2,000
- API costs: 95% cheaper
- Can run on gaming GPUs instead of data center hardware

"But wait," you might say, "there must be a catch!" That's the wild part - it's all open source. Anyone can check their work. The code is public. The technical papers explain everything. It's not magic, just incredibly clever engineering.

#

*Focus on Diagnostic stocks as concern of rising new Chinese virus*

✅ Expect positive for Lab stocks after the news that the China is dealing with an outbreak of the human metapneumovirus (HMPV), five years after the Covid-19 pandemic. Reports and social media posts suggest that the virus is spreading rapidly.

Dear Investors,

The following unlisted Shares are available for sale. Please message me directly for the best pricing if you are interested.

BUDGET is near. Watch out for Railway Stocks.👇