Category: Новости
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Step-by-step guide to conducting a crypto research audit for safer investing
Why a “research audit” is the only way to survive crypto in 2025 Crypto in 2025 is not 2017, and not even 2021. AI-driven trading bots spam liquidity pools, Telegram “alpha” groups are farmed by the same market makers who seed the rumors, and regulatory radar is sweeping wider than ever. In this environment, just…
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How to track collider events in crypto markets and anticipate price shocks
What are “collider events” in crypto? Let’s agree on terminology first. Под “collider events” будем понимать моменты, когда несколько мощных рыночных факторов — крупные ордера китов, каскадные ликвидации, новости и деривативы — сливаются во времени в одну точку и резко меняют цену или ликвидность. Это не просто волатильность, а именно пересечение независимых триггеров. Визуально это…
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A primer on cryptographic primitives for analysts: concepts, use cases and risks
Most analysts meet cryptography as a mysterious black box: “data goes in, safety comes out.” The problem is, when you don’t understand the box, you can’t spot when it’s mis‑used, mis‑configured or quietly failing. This primer unpacks cryptographic primitives in a practical, analyst‑friendly way, with real cases where a bit of crypto literacy meant the…
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How to design an ai-driven crypto research platform for data-driven investing
Understanding the problem: what “AI-driven crypto research” really means Before building an AI crypto research platform, you need to pin down what “research” is in this context. Для одних это фундаментальный анализ on-chain данных и токеномики, для других — поиск альфа-сигналов для трейдинга, для третьих — просто удобный агрегатор метрик. Ошибка большинства команд: они пытаются…
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Social media signals for crypto trading: how to interpret market sentiment
Why social media still moves crypto in 2025 If you’ve been in the market for more than five minutes, you already know: prices don’t just react to news, they react to vibes. Twitter (да, многим всё равно удобнее звать его так), Telegram, Discord, TikTok, даже Farcaster — всё это превратилось в гигантский индикатор настроений. В…
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Modular analytics platform for crypto firms: how to build a scalable data stack
Why crypto firms need a different kind of analytics platform Most crypto companies start with spreadsheets, block explorers and a couple of APIs, then suddenly discover they’re expected to operate like banks: instant investigations, audit‑ready reports, zero‑tolerance to mistakes. At this point a modular crypto analytics platform for enterprises stops being “nice to have” and…
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Practical guide to token liquidation and exit strategies for crypto investors
Why liquidation and exits matter more than entries Most people obsess over entries and narratives, but in practice your PnL is defined by exit discipline and execution quality. When we talk about practical crypto token liquidation strategies, we’re really talking about how to turn volatile on‑chain numbers into stable off‑chain purchasing power with minimal slippage,…
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Defining success metrics for crypto research teams to measure impact and performance
Why classic metrics fail crypto research teams If you try to judge a crypto research team the same way you judge a trading desk, you almost guarantee frustration. Markets are too noisy, cycles too brutal. In 2021–2024 total crypto market cap swung from ~3T to under 900B and back above 2T (CoinGecko / CMC data),…
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Ethical considerations in crypto data science research and responsible innovation
Ethics in crypto data science: why it suddenly matters so much Crypto data science used to be a niche hobby: a couple of dashboards, some on-chain charts, и a few curious quants. Now it’s a full-blown industry. By 2024, global crypto market cap колебался в диапазоне $1.5–2.5 трлн, а объёмы on-chain–данных растут ежедневно. Аналитики работают…
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Crypto volatility clustering and regime shifts: the science behind market patterns
Why crypto volatility looks “crazy” but isn’t random at all If you’ve watched Bitcoin jump +12% in a single afternoon and then do almost nothing for three days, you’ve already seen the core phenomenon этой статьи в действии: волатильность в крипте не равномерна, она приходит «кучками». Экстремные движения тяготеют к тому, чтобы группироваться во времени,…