Жарияланымдар
ЖИ-агенттер, нарық болжамдарын бэктестілеу мен аудиттеу және платформа архитектурасы бойынша зерттеулер.
Болжамдарды бағалау
Learn what epistemic uncertainty means in AI models, how it differs from aleatoric uncertainty, and why it matters for trustworthy, transparent AI systems.
7 мин оқу8 бөлім
Ықтималдықпен ойлау
Understand frequentist vs Bayesian probability — two frameworks for reasoning under uncertainty, and why the difference matters in AI and markets.
8 мин оқу8 бөлім
Болжамдарды бағалау
Calibration measures whether your stated confidence matches reality. Learn what it means in forecasting, why it matters in markets, and how to improve it.
8 мин оқу10 бөлім
Болжау нарықтары
Learn how prediction market odds work, what they truly signal, and how to read them clearly — without mistaking implied probability for certainty.
8 мин оқу9 бөлім
Болжамдарды бағалау
Learn how to evaluate a forecasting model — from error metrics and backtesting to overfitting, calibration, and transparency. A practical framework.
8 мин оқу9 бөлім
Ықтималдықпен ойлау
Risk and uncertainty are not the same thing. Learn the Knightian distinction, why markets conflate them, and what it means for AI-assisted decision-making.
7 мин оқу8 бөлім
Крипто және нарықтар
Liquidity defines how easily assets trade without moving prices. Learn what market liquidity means, why it matters, and how AI is reshaping it.
8 мин оқу8 бөлім
Болжау нарықтары
How do prediction markets forecast elections — and when do they outperform traditional polls? A clear, educational breakdown for curious minds.
7 мин оқу8 бөлім
Болжамдарды бағалау
Learn how forecasters measure accuracy using MAE, RMSE, Brier scores, and calibration. A clear, practical guide for thinking critically about predictions.
7 мин оқу9 бөлім
Болжамдарды бағалау
Learn what a Brier score is, how it's calculated, and why it's the gold standard for evaluating probabilistic predictions in AI and markets.
7 мин оқу9 бөлім
Модельдердің тұзақтары
Learn what overfitting is, why it silently breaks AI models in financial markets, and why transparency is the most honest defense against it.
7 мин оқу8 бөлім
Ықтималдықпен ойлау
Markets generate endless data. The challenge is knowing what matters. Signal vs noise in market data — and why transparency changes everything.
8 мин оқу8 бөлім
