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Vega
@vegapadeltour
Graffiti Artist | NFT Collector | Car Lover and tennis player | Blending street art with digital vibes.
Katılım Kasım 2013
897 Takip Edilen254 Takipçiler
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In 1945, Friedrich Hayek outlined the Knowledge Problem that any society faces:
The central economic problem is not resource allocation - it is how to use knowledge that is dispersed among millions of individuals.
He argues that information is fragmented, local, dynamic, and often hidden. He explains that no government or central planner can ever fully possess it, which makes them inefficient resource allocators.
He proposes markets as the solution: knowledge is decentralized and prices are how society aggregates it.
This idea is the intellectual foundation of modern prediction markets.
Decades later, in 1988, the University of Iowa launched the Iowa Electronic Markets (IEM), which allowed small size trades on US elections and macro events. The results: even thin, low-capital markets outperformed polls. This was the first credible empirical proof that market prices are effective aggregators of public beliefs.
A variety of corporate and policy experiments followed in the 2000s. Google, HP, and Microsoft all tried their own internal versions of prediction markets to forecast product launches and sales targets. DARPA built its own to forecast geopolitical events. The results were consistent: broad participation with monetary incentives led to accurate forecasts.
Then, in 2015, Philip Tetlock published Superforecasting. The book, which is the culmination of decades of research into human judgment, shows that groups of curious and humble “forecasters” dramatically outperformed intelligence analysts and domain experts at forecasting.
By showing that smart amateurs can outperform experts, Tetlock put into question authority figures and whether we should trust them for predictions about the future.
Today, Kalshi is sitting on one of the largest repositories of high quality market data in the world.
For the first time, public beliefs across a variety of domains - from economics, to politics and culture - are aggregated at scale through market prices and updated in real-time as new information arrives.
Our data contains answers to open questions held about prediction markets - why they outperform traditional belief aggregation methods, how to detect shifts in collective sentiment, and which players drive market accuracy.
This proprietary data has been closed to the public. We are launching @KalshiResearch to change that.
We invite academics, researchers, economists, philosophers, and interested parties to work with us to study and uncover the fundamentals underpinning belief formation and prediction markets.
Like Hayek proposed 80 years ago, prediction markets have the potential to improve society's collective decision making and resource allocation.
The goal for Kalshi Research is to fulfill his vision.
Kalshi@Kalshi
Introducing: @KalshiResearch Kalshi Research will provide internal Kalshi data to academics and other researchers interested in exploring topics related to prediction markets. The first research piece is live: Kalshi outperforms Wall Street at predicting inflation.
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Stablecoins settle instantly, 24/7, across borders. For treasury teams, that means less trapped cash and faster access to working capital.
We wrote a practical guide for teams looking to integrate stablecoins in their global treasury operations:
tempo.xyz/blog/corporate…
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Perpetual DEXes are revolutionizing on-chain trading, offering self-custody, deep liquidity, and advanced order types without intermediaries. #PerpDEX #DeFi #DecentralizedTrading
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BIG BREAKING 🇺🇸
TRUMP ADVISOR DAVID BAILEY SAYS HIS COMPANY WILL BUY OVER $1 BILLION IN #BITCOIN TODAY
GET READY 🔥


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Modern DeFi on Ethereum has evolved into:
Institutional-grade protocols
Compliant RWAs
Advanced derivatives
The speculative yield farming era is over. #DeFi #Ethereum #InstitutionalDeFi
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Hyperliquid is setting new standards for on-chain derivatives trading. Their hybrid order book model combines the best of CEX efficiency with DEX self-custody - a game changer for serious traders. #Hyperliquid #DeFi #Perpetuals
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🎯 Ramen Rumble: Founders Edition NFT Sale – Key Info
🗓️ Sale Date: July 6, 2025 🎟️
Supply: 500
Total NFTs:
– 10 Unique Legendary Monsters
– 10 Unique Legendary Weapons
– All NFTs playable in-game
💰 Pricing:
• Early Access (GTD): $25
• Whitelist (FCFS): $30
• Public: $50
⛓️ Chain: Base
📖 Whitepaper for full NFT utility: docs.level29.games/docs/Ramen%20R…
🧩 NFTs include:
• Lifetime utility and boosts inside Ramen Rumble
• DAO/Governance participation rights
• Premium Community Access
• Early access to Ramen Rumble and future titles
• Discord & In-game badge and much more with a 🎁 Surprise utility included Won a WL spot?
Join our Discord to claim your WL chef role: discord.gg/f3mYV7xab8

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