ការបោះពុម្ពផ្សាយ
ការស្រាវជ្រាវអំពីភ្នាក់ងារ AI ការសាកល្បងលើទិន្នន័យប្រវត្តិ និងសវនកម្មការព្យាករណ៍ទីផ្សារ និងស្ថាបត្យកម្មរបស់វេទិកា។
គ្រីបតូ និងទីផ្សារ
The 20 biggest AI and chip stocks lost over $1 trillion in one week. Hedge funds dumped AI for five sessions straight while retail poured a record $3.9B into 3x chip ETFs.
អាន 5 នាទី6 ផ្នែក
គ្រីបតូ និងទីផ្សារ
MEV is one of the few places where machine learning has a defensible job, because the task is simulation and classification rather than price prediction. But private order flow makes every public-data study a lower bound of unknown tightness.
អាន 6 នាទី6 ផ្នែក
គ្រីបតូ និងទីផ្សារ
Most depegs that matter are plumbing wearing the costume of solvency. What machine learning can genuinely do with stablecoin data, why depeg prediction breaks on rare events, and how supply works as a regime descriptor rather than a signal.
អាន 6 នាទី6 ផ្នែក
គ្រីបតូ និងទីផ្សារ
Funding rates and open interest describe how levered a market is and what that position costs to hold. They forecast the size of coming moves, not the direction - and the data is full of traps that quietly wreck studies. What AI can honestly extract.
អាន 6 នាទី6 ផ្នែក
គ្រីបតូ និងទីផ្សារ
On-chain data is the only complete dataset in markets - no survivorship bias, no vendor filter. It is also built on unvalidated address labels and a handful of independent cycles. What AI can honestly do with a blockchain, and what it cannot.
អាន 7 នាទី7 ផ្នែក
គ្រីបតូ និងទីផ្សារ
Direction is the AI forecast everyone wants and a liquid market defeats. How far an asset can move is the one machine learning can make - and prove. Why sigma-root-t is wrong in both directions, and what coverage really tests.
អាន 7 នាទី7 ផ្នែក
គ្រីបតូ និងទីផ្សារ
Everyone chases AI that predicts price. The place machine learning genuinely earns its keep is risk management — volatility, position sizing, drawdown, liquidation. Measurable, unglamorous, honest.
អាន 9 នាទី7 ផ្នែក
គ្រីបតូ និងទីផ្សារ
Retail sees price and volume. Machine learning reads liquidity — depth, order-flow imbalance, market impact, hidden orders — the short-lived information beneath a single price. And its honest limit.
អាន 9 នាទី7 ផ្នែក
គ្រីបតូ និងទីផ្សារ
Measured over the full Binance history: the root-t band is 20% too wide at one day, converges by thirty, and crosses over for ETH. Plus the overlapping-window correction almost everyone skips.
អាន 7 នាទី7 ផ្នែក
គ្រីបតូ និងទីផ្សារ
Why Ethereum is a different forecasting problem from Bitcoin — staking queues, fee burn, rollup migration, and the beta trap that makes weak ETH models look skilful.
អាន 9 នាទី7 ផ្នែក
គ្រីបតូ និងទីផ្សារ
Where AI genuinely changes a crypto exchange: surveillance, risk engines, liquidity, AML, matching-engine ops — and where the label is mostly marketing.
អាន 9 នាទី7 ផ្នែក
គ្រីបតូ និងទីផ្សារ
What AI can honestly do for Bitcoin price prediction, what is theatre, and why a timestamped, hashed, publicly scored forecast is the only real evidence.
អាន 7 នាទី6 ផ្នែក
គ្រីបតូ និងទីផ្សារ
How AI detects crypto volatility regimes using realized volatility, clustering, and time-series models — and why the honest output is uncertainty, not price targets.
អាន 6 នាទី7 ផ្នែក
