SJ
2.3K posts

SJ
@Quantum_Pandit
Corporate strategist by day |AI startup dreamer by night | From boardroom to #DeepTech | 🇮🇳|One AI agent at a time
Gallifrey شامل ہوئے Ekim 2010
486 فالونگ135 فالوورز

@DrGauravGarg4 4000 CR for cheap AI and VFX visuals and landscape and European Trolls! This is a scam…
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There is a consistent hit job on twitter against #Ramayana.
A person is putting in his entire life savings for such a massive scale project to bring an Indian epic to the world and all we can do is criticise.
If this is our attitude, no one will attempt to bring our history to the world in future.
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@gupta_shrikar @GabbbarSingh Definitely not like Nordic Trolls!
Each civilisation has unique beings based on their geography and culture and history with their unique ability and yes definitely not just “Evil Face”.
One cannot copy paste GoT Giants and Harry Potter Trolls in Ramayana.
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@Quantum_Pandit @GabbbarSingh First They are Rakshas not Asur there is different origin of both and can you please tell me how do they look, but as much as I know they are not normal human with Evil face they have their own characteristics.
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@JaipurDialogues It looked as if it was made by AI &VFX junkies to please Hollywood. Zero efforts made to create ancient Bharat just picked out discarded shots, landscape and creatures of GoT and mindlessly reused it.
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SJ ری ٹویٹ کیا

The #Dhurandhar2 is not a film .. it is a RESET BUTTON for INDIAN CINEMA ..it will be foolish on all film makers part not to forget all films which were made before March 19 th 2026 and starting from March 19 th 2026 onwards everybody should bench mark all their to be made films with #Dhurandhar2 or else they will PERISH in it’s FIRE
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SJ ری ٹویٹ کیا
SJ ری ٹویٹ کیا
SJ ری ٹویٹ کیا

Dhurandhar: The Revenge is a proper sequel. I’m still processing the sheer experience. The background score, action choreography, and performances are all on point. Ranveer Singh is incredible, and the supporting cast is equally special. Both Shashwat Sachdev and Aditya Dhar have absolutely excelled. I enjoyed this film far more than the first one. Despite being 4+ hours long, it just flies by.
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#Dhurandhar fever at peak… Saw D2 yesterday …. Must see it again as am not able to digest it.. But it’s houseful this weekend … Only solution rewatch D1…
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There will be Bollywood before Dhurandhar and a Bollywood after Dhurandhar!!!
You are not ready for this yet!!!
FireHacker@thefirehacker
Dhurandhar: The Revenge is a proper sequel. I’m still processing the sheer experience. The background score, action choreography, and performances are all on point. Ranveer Singh is incredible, and the supporting cast is equally special. Both Shashwat Sachdev and Aditya Dhar have absolutely excelled. I enjoyed this film far more than the first one. Despite being 4+ hours long, it just flies by.
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SJ ری ٹویٹ کیا
SJ ری ٹویٹ کیا

Today I learned: Git submodules exist.
I was trying to work with several minimalist-style repos for AI inference and asked Claude Code to create a monorepo for me (as I had used monorepos in many Node projects earlier). It recommended Git submodules. I had no idea this feature existed until now.
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SJ ری ٹویٹ کیا

Apart from Petroleum & Helium supply for Granular Sulphur is also critical. HEILAN JOURNEY : A Chinese-owned & crewed bulk carrier is currently on choke point in the Strait of Hormuz after picking up cargo (sulphur) from the Jubail , Saudi Arabia.
the Strait of Hormuz is recognized as a critical global chokepoint for sulphur, and its disruption is having a major impact on global supply chains.theStrait of Hormuz
👩🌾Percentage of Global Sulphur from the Strait
The Middle East region (specifically Saudi Arabia, the UAE, Qatar, Kuwait, and Iran) is the global powerhouse for sulphur production, which is a byproduct of their massive oil and gas refining operations.
Approximately 50% of the world's seaborne sulphur trade (roughly 20 million tonnes per year) originates in the Persian Gulf and must pass through the Strait of Hormuz.
Global Production: The region accounts for about 24% of total global sulphur production (estimated at 83.87 million metric tons last year).
Sulphur is often called the "Pulse of Industry" because it is the primary raw material for sulphuric acid, the most widely used chemical in the world. Its utility spans two massive global sectors:
1. Global Food Security (Agriculture)
Fertilizer Production: Over 50% of global sulphur is used to manufacture phosphate fertilizers (DAP and MAP). Sulphuric acid is used to dissolve phosphate rock into a form plants can absorb.
Soil Amendment: Granular sulphur is applied directly to alkaline and calcareous soils (common in dry regions) to lower pH levels, which allows crops like wheat, corn, and rice to better absorb nutrients like nitrogen and iron.
2. Critical Mineral Processing (The EV & Energy Transition)
Nickel & Copper Leaching: Sulphur is essential for the "acid-leaching" process used to extract metals from ore.
Example: Indonesia, which produces over 60% of the world's nickel, imports roughly 75% of its sulphur from the Middle East. Without this supply, the production of stainless steel and EV batteries would halt.
Cobalt & Lithium: It is also used in the processing of cobalt (70% of which comes from the DRC) and lithium, making it a "single point of failure" for the global green energy transition.
3. Other Industrial Uses
Rubber Vulcanization: Used to give rubber strength and flexibility for tires and industrial parts.
Petroleum Refining: Ironically, while it is a byproduct of oil, sulphur is also used within refineries to remove impurities from gasoline.

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SJ ری ٹویٹ کیا

Google Colab Agent is a high alpha feature. It works just like Claude Code / Cursor. Kaggle datasets and models are also directly integrated in Colab.
I was preparing a lesson on Data Analysis and decided to use Colab after a long time (notebooks are excellent learning tools). The agent works really well and keeps building the notebook.
The initial integration of Gemini with Colab was horrible—agents struggled with editing a single cell. In comparison, the new agent mode is very smooth.

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SJ ری ٹویٹ کیا

India’s oil security: 9.5 days based on its Strategic Petroleum Reserve (SPR) of 39 million barrels. However, the country actually maintains a total supply chain buffer sufficient for approximately 74 days.
This total is calculated by combining two different types of storage:
Strategic Petroleum Reserves (SPR): These are government-owned underground caverns that hold roughly 9.5 days' worth of crude oil for emergency use.
Operational Stocks: This is the significantly larger volume of crude oil and finished products (like petrol and diesel) held by oil marketing companies in refineries, pipelines, and storage tanks. This accounts for roughly 64.5 days of coverage.
In total, India sits on a combined buffer of over 250 million barrels, providing a 74-day cushion against global supply disruptions. For comparison, Pakistan’s current total reserves are estimated to last about 28 days. China's current total reserves estimated to last for 110 days & they have approx 1 billion barrels reserve.
The reason is the "Burn Rate." China has a much bigger tank, but it also has a much bigger engine that burns fuel significantly faster than India's.
Even though China has roughly 5 times more oil in storage (approx. 1.3 billion barrels vs. India's 250+ million), it consumes and imports oil at about 3 times the rate of India.
Here is the math behind the days:
1. The "Burn Rate" (Daily Imports)
To calculate how long reserves last, you divide the Total Reserve by the Daily Imports.
🇮🇳 India's Imports: We import roughly 4.6 million barrels per day.
🇨🇳 China's Imports: They import roughly 11–12 million barrels per day (the world's largest importer).
2. The Calculation
India: Small Reserve (250M) ÷ Low Burn Rate (4.6M) = ~54–74 Days (depending on exact demand).
China: Huge Reserve (1.3B) ÷ Huge Burn Rate (12M) = ~110–120 Days.
In conclusion as our oil demand spikes we need to build large SPRs.
Note: This post was refined using Gemini & GPT 5.3 Thinking.

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SJ ری ٹویٹ کیا
SJ ری ٹویٹ کیا

This operation appears to be limited to entrance of Strait of Hormuz between Fujairah-Karachi. MT Karachi is still in its outer anchorage of UAE with other ships in the region.
This is one the main Crude Oil Tanker (Aframax / LR2 Class) used to ship oil from Gulf to Pakistan. It can carry upto 800,000 barrels of crude oil.
Idea that shipping lanes can be kept open using such missions looks very difficult. Especially in deeper part of Strait of Hormuz. Location of today's strikes are all past the opening and this passage remains very risky( Image02).
The two ships Shalimar & Sargoda were escorted from Fujairah in UAE ( From mouth of Strait of Hormuz) to Karachi, Pakistan.



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