Category: Market Analysis

Why speed vs accuracy became the core issue in 2025 By 2025, крипто-журналисты живут в режиме чата с рынком: твит Илона, баг в смарт-контракте или внезапный регуляторный анонс — и за минуты улетают миллиарды. Исследования отрасли показывают, что почти 70% розничных трейдеров принимают решения, ориентируясь на новости и соцсети, а не только на графики, поэтому…

Investor guide: using on-chain data for venture bets Why on-chain data стала критичной для венчурных ставок On-chain данные — это не модный аксессуар, а реальный способ увидеть экономику проекта без презентаций и маркетинга. Смарт‑контракты, транзакции, движение токенов и активность кошельков дают «телеметрию» продукта в реальном времени. По оценкам аналитических провайдеров, сейчас отслеживаются десятки миллионов активных…

Why auditing AI crypto research products actually matters Before you wire money into anything “AI + crypto”, you need to assume one thing: most marketing decks dramatically overstate what the models can really do. Auditing AI crypto research products isn’t about distrusting technology; it’s about forcing the vendor to prove their system is robust, testable,…

Why ethics and accountability suddenly matter so much in AI-assisted market research AI has turned market research from slow and expensive into fast and always-on. That’s powerful—and risky. When algorithms decide which customers to listen to, which segments matter, and which insights drive spend, ethical blind spots quickly turn into reputation, legal, and trust problems….

Before you drown in PDFs and regulatory acronyms, pause and look at the upside: securities law is not just a wall for crypto researchers, it’s a map. If you learn to read that map, you stop reacting to legal risks and start designing experiments, protocols and token models that are “compliance‑aware” from day zero. Вy…

Why reproducible crypto backtests are harder than they look Most people think reproducibility is about “saving the script and running it again later”. In crypto, that’s barely the first layer. Prices get revised, exchanges disappear, funding rates are recalculated, and candles are resampled differently between providers. Two runs of the “same” strategy can diverge by…

Why Macro Suddenly Matters So Much for Crypto If you were in the market back in 2017, you probably remember that nobody cared about CPI prints or Fed meetings — it was all about whitepapers and Telegram groups. Fast‑forward to 2025, and ignoring macro is one of the fastest ways to get liquidated. The big…

Why crypto research planning in 2025 is a different beast In 2025, крипторынок уже давно перестал быть «диким западом» с парой сотен токенов. У вас есть L2‑сети с активным MEV, restaking‑экосистемы, RWA‑платформы, DeFi‑протоколы с on‑chain опционами и тысячи NFT‑коллекций с реальными денежными потоками. Без внятного плана любой анализ быстро превращается в серфинг по дашбордам. Поэтому…

Why “reader-friendly” matters more than “fancy” If you’re wondering how to build a crypto research site, the main trap is obvious: everyone optimizes for dashboards and animations, while users secretly want clarity and consistency. A reader-friendly platform treats data as narrative, not fireworks. Это значит короткие вводные, чёткая типографика и стабильная информационная архитектура. Даже если…

Why missing data in on-chain analytics is normal (and fixable) People often assume blockchains are “perfect datasets.” Every block is public, every transaction is immutable, so what could possibly be missing? Then you open a Dune dashboard or your own ETL pipeline and discover… half the story is gone: addresses without labels, failed parses of…