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Study: TerraUSD Crash Caused by Coordinated Trading Attack Researchers have found new evidence that the $3.5 billion TerraUSD and $LUNA crash in 2022 was likely caused by a coordinated trading attack. Instead of normal market activity spread across many traders, just a few controlled nearly all trading right before...

89,820 Aufrufe • vor 1 Jahr •via X (Twitter)

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STORY | Study traces shrinking of Yamuna over 225 years in Delhi with 1799 map, reports 89% drop in volume The map of a wider, freer Yamuna from 1799 has opened a window into the river's past, helping researchers reveal the toll exacted by time, human intervention and urbanisation over more than 200 years in Delhi in a first-of-its-kind study. The research found that Yamuna flowing through Delhi has narrowed by about 68 per cent, and its discharge – the volume of water flowing through it – has dropped by around 89 per cent since the late 18th century. The study, accessed by PTI, was carried out by researchers from the Department of Geology, University of Delhi, and the Indian Institute of Science Education and Research (IISER), Bhopal. They reconstructed the river's past using an archival map prepared by Upjohn in 1799 and preserved in the National Archives of India, along with historical maps and modern satellite images. The findings have been published in the paper, 'Two Centuries of Hydrogeomorphic Changes: Width-Discharge Dynamics of the Urbanised Yamuna River in Delhi'. "People have talked about changes in the Yamuna River in the Delhi stretch, but no one has talked about the changes in its discharge in the stretch on this timescale," Professor Vimal Singh, one of the researchers, said. The researchers said the 1799 map captured the Yamuna before any barrages were built across the river, offering a rare glimpse of its natural state. They found that the average bankfull width – the width of the river when it is full but not overflowing its banks – has reduced from about 658 metres in 1799 to around 210 metres in 2024. Using this width, the researchers estimated that the river's discharge has fallen from about 30,000 cubic metres per second in 1799 to roughly 3,900 cubic metres per second in 2024. READ: (Reported by Varsha Sagi) Note: Visuals used for representational purposes only; they track changes in the shape of the Yamuna River in Delhi between 1985 and 2022

Press Trust of India

19,245 Aufrufe • vor 2 Monaten

8 free Polymarket Trading Bots on GitHub (from Beginner Friendly to Advanced Level). Each of these repos comes with a detailed step by step setup and usage guide in English. > Beginner Level - 5 min setup 1. This bot includes 120 ready to use strategies and tools for trading on prediction markets (Binance-Polymarket latency, Smart Routing, Penny Clipper, Momentum, DCA bots, Expiry Fade and more). It was built by a Cambridge computer science student who won a hackathon with this bot. GitHub: 2. A trading bot with a Smart Money strategy - it finds top traders in selected markets, filters them by Pnl, win rate, stable performance and then creates a list for automated copy trading. GitHub: 3. This is a bot toolkit that includes Polymarket - Kalshi arbitrage, whale alerts, market making, spread farming, sports trading and more. GitHub: 4. A weather trading bot from Chinese dev that analyzes different sources in real time, like forecasts, airport data and aviation observations (METAR + SPECI) to get the latest temperature data and generate a detailed weather report for a specific city and day. GitHub: 5. A huge collection of 30+ free trading bots and services for prediction markets. GitHub: > Advanced bot setup 1. This bot analyzes the real trading behavior of any Polymarket trader. It finds repeated patterns in his trades, shows which strategies he uses and helps you understand how to adapt them to your own trading. GitHub: 2. A bot that automatically manages all your limit orders on Polymarket to maximize liquidity rewards. GitHub: > A full ML weather model 1. A machine learning weather model that learns from weather forecasting errors. Instead of blindly trusting forecasts, it analyzes how different weather sources have historically overestimated or underestimated temperature values in specific cities and conditions. Then it automatically adjusts new forecasts to produce more accurate predictions. GitHub: All of these bots also support Dry Run mode, so you can test them on real markets without risking any funds.

Recogard

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China's central bank has now bought gold for 19 months straight, the largest official buyer on earth. And this week, as gold broke 4,000 dollars, China's biggest banks moved to push ordinary Chinese out of leveraged gold trading, with at least one warning it will liquidate any position not closed by month-end. Both are true at once, and together they explain what this crash really is. Start with what is being banned, because the words matter. ICBC and a string of other banks are shutting down retail trading in what the Chinese themselves call paper gold, the margined, leveraged contracts where you bet on the price without ever owning a bar. Some banks lifted the margin requirement to 140 percent to choke the leverage off before closing the products outright. Physical gold, meanwhile, stays wide open. Coins, bars, savings plans, ETFs, all fine. It is only the paper, the leverage, the casino, that is being shut, the last step in a five-year retreat that the crash just finished. Officially this is about protecting small investors, and that part is real. The same kind of leverage wiped out a wave of Chinese retail in a 2020 commodity blowup. But set the ban beside what the state is doing and something larger comes into view. While its citizens are pushed out of the paper, the People's Bank of China has spent those same 19 months buying the physical metal, more than two thousand three hundred tonnes of it now, accumulating straight through a 28 percent crash that scared everyone else out. Beijing is not trading gold. It is hoarding it. That is the strategy in one frame. China looked at the two things both called gold, the paper bet and the physical bar, and made a choice no Western government would make. It is taking the metal for the state and closing the casino for everyone else. The reason sits in a single date. 2022, when Russia's reserves were frozen with a keystroke. That taught every country outside the Western system one lesson: dollars in an account can be switched off, gold in your own vault cannot. So China is building its monetary independence out of the one asset nobody can freeze, and it does not want that foundation in the hands of leveraged traders who panic-sell in a crash, or priced by a paper market it does not control. Watch this month and the two worlds split in real time. Western investors were forced out of their gold by margin calls and a rate scare. China's central bank bought that exact dip with both hands. One side treats gold as a trade. The other treats it as the floor under a currency. The West is selling paper gold and calling it a crash. China is buying physical gold and calling it a foundation. In ten years, only one of them will look like it understood what gold was for. The metal is already moving to that side.

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327,551 Aufrufe • vor 3 Monaten