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 3 March 2026 Breakdown of the impact of the Strait of Hormuz closure in light of the US - Israel led war with Iran,  on oil supply, India’s situation, and international crude prices: 🌍 Global Oil Supply Impact Strait of Hormuz’s importance : Roughly 20% of global oil and LNG trade passes through this chokepoint. Its closure disrupts nearly one-fifth of the world’s energy flows. Immediate effects : Tankers are halted, shipping costs and insurance premiums spike, and supply chains face delays. Price surge : Brent crude jumped from ~$73 to ~$83 per barrel within days — a ~7–10% increase. Ripple effects : LNG freight rates rose over 40%, and natural gas prices in Europe surged ~30%. 🇮🇳 Impact on India Dependence : Around 50% of India’s crude imports transit via Hormuz , making it highly vulnerable. Current buffer : India holds 10–15 days of crude stocks and ~100 million barrels in commercial + strategic reserves, giving short-term protection. Risks : Prolonged...

1️⃣ Selling Flats Without Legal Authority The company 'Bhuvanteza infra Project Pvt ltd',  allotted (sold) flats in 'Tulasi Lake front' project at Medchal without having legal ownership or entitlement over those units. Under the : A promoter must have clear legal title to the land. They cannot sell units unless they are legally authorized. 👉 The company falsely presented itself as the owner and collected money without proper rights. This is a major statutory violation . 2️⃣ Selling Units in an Unregistered Block One complaint showed that: Block 25 was not registered under RERA Yet the company allotted a flat in that block. RERA law requires: Every real estate project (and each phase/block) must be registered before advertising or selling . Selling in an unregistered part of a project is illegal. 👉 This is considered a serious violation . 3️⃣ Unfair Trade Practices The authority found that the company: Misrepresented facts Collected money...

  THE 10-MIN NATION How Quick Commerce (Q-Comm) Rewired the Way We Shop Dark Store + AI = 10/10 1. What is Quick Commerce (Q-Comm)? Q-Comm means delivering products in 10 minutes or less Examples: groceries, snacks, medicines, gadgets, festival items Big players: Blinkit, Zepto, Swiggy Instamart , with Amazon and Flipkart joining in What started during COVID is now a $57-billion opportunity in India 2. Two Engines Powering 10-Minute Delivery A. Dark Stores Small warehouses, not open to customers Located close to high-demand residential areas Stock fast-moving items based on local demand Designed for speed, not shopping experience B. Artificial Intelligence (AI) AI is used at every step: Predicts what people will buy , area by area Decides how much stock each dark store needs Predicts delivery time (ETA) Assigns the best delivery partner Improves search and product discovery for customers 3. How an Order Moves in 10 Minutes Customer places order ...

✈️ Allegations made by pilots and unions (what they claim happened).   - Pilots allege the crisis was engineered to undermine new Flight Duty Time Limitation (FDTL) rules.   - They argue IndiGo wanted to pressure the government into rolling back stricter safety norms.   - With 4,551 pilots in total, they say a deficit of 124 should only affect 5–7% of flights, not thousands.   - The Airline Pilots’ Association of India claims IndiGo put profits before safety by resisting the new rules.   - Pilots report that standard operating procedures (SOPs) were deliberately altered to create chaos:     - Standby pilots were called only 1–2 hours before departure instead of the usual 5–6 hours.     - Aircraft were parked far apart in remote bays, slowing down boarding and turnaround.   - The allegation: IndiGo exaggerated the impact of the pilot shortage to force a rollback of safety regulations. --- ⚙️ Step‑by...

  · Company & Funding: Unlimited Industries, an AI-powered construction startup, raised a $12 million seed round led by Andreessen Horowitz and CIV. · Core Problem: The company targets slow, costly, and outdated workflows in legacy construction and industrial sectors. · Solution: An AI-powered design platform that generates and evaluates tens of thousands of design configurations in parallel to optimize for cost, safety, and performance. · Business Model: Vertically integrated, combining its AI platform with in-house engineering and construction teams. It uses fixed-price contracts instead of the traditional cost-plus model. · Key Benefit: Dramatically compresses pre-construction timelines from months to weeks. · Reported Result: In a recent case, AI-driven redesign reduced projected capital costs by more than half. · Leadership: Founded by CEO Alex Modon, with co-founders Jordan Stern and Tara Viswanathan, who have a background in scaling startups to a successful exit. · Targe...

Graduate freshers should prepare as per future plans of TCS and Tech Mahindra . Skills to Develop : AI & Data Foundations Strong understanding of Python . Fundamentals of Machine Learning (supervised, unsupervised, model evaluation). Basics of Deep Learning (Neural networks, embeddings, transformers). Understanding Large Language Models (LLMs) : what they can/cannot do. Data Handling & Engineering SQL and relational database concepts. Data cleaning, processing, visualization (Pandas, NumPy, Matplotlib). Basics of MLOps (model deployment, versioning, APIs). Cloud & DevOps Exposure Familiarity with at least one cloud platform (AWS / Azure / GCP). Containerization (Docker), CI/CD fundamentals. APIs and microservices basics. Human + AI Collaboration Skills Prompt Engineering : writing instructions for models, refining outputs. Ability to translate business needs into AI tasks (AI Translator role). Understanding ethical AI guidelines , privacy,...