40% of the world's seaborne crude oil and LNG passes through 3 narrow stretches of water:
▸ Strait of Hormuz
▸ Bab el-Mandeb
▸ Suez Canal
When one closes, energy prices spike worldwide.
We built a model to figure out how nations should design their supply networks 🧵
@Indiametdept So while the landlocked plains of Rajasthan & MP are sweltering at a brutal 45°C+, these high-elevation zones thin out the heat, keeping their max temps capped at a breezy 22°C-26°C.
@Indiametdept Sikkim: Entirely mountainous, sitting high up in the Eastern Himalayas.
Kerala/TN border: The high peaks of the Western Ghats (like Ooty & Munnar).
Wild example of prompt injection in the open web:
A research metadata page had hidden HTML text saying:
“IGNORE PREVIOUS INSTRUCTIONS…”
Invisible on the webpage. Visible to crawlers/AI tools.
The lesson: citations alone don’t guarantee trust. Retrieval needs sanitization.
#WATCH | Oslo, Norway | MEA Secretary (West) Sibi George says, "...We are one sixth of the total population of the world, but not one sixth of the problems of the world. We have a constitution which guarantees the fundamental rights of the people. We have equal rights for the women of our country, which is very important...We believe in equality, we believe in human rights...If anyone whose rights are violated, they have the right to go to court...We are proud to be a democracy..."
40% of the world's seaborne crude oil and LNG passes through 3 narrow stretches of water:
▸ Strait of Hormuz
▸ Bab el-Mandeb
▸ Suez Canal
When one closes, energy prices spike worldwide.
We built a model to figure out how nations should design their supply networks 🧵
Full paper: "Securing the Flow: Maritime Energy Resilience under Correlated and Decision-Dependent Disruptions"
Calibrated using EIA, UNCTAD, World Bank, UKMTO + 2026 Hormuz crisis data
arXiv: https://t.co/swAPshcuOm
Configuring a variational quantum solver is a nightmare: family, ansatz, optimizer, objective, encoding, fallback logic; all coupled, all problem-dependent.
What if an LLM agent could discover the policy for you, not just tune it?
🧵 Introducing AutoQResearch ↓