Ấn phẩm
Nghiên cứu về tác nhân AI, kiểm thử lịch sử và kiểm tra dự báo thị trường, và kiến trúc nền tảng.
Crypto và thị trường
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.
9 phút đọc7 phần
Crypto và thị trường
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.
7 phút đọc7 phần
Bài viết về dự báo
Our AI agent team's 24h, 7d and 30d ranges for Bitcoin and Ethereum, 21 July 2026. BTC core 50% $64,435-$66,017, ETH $1,873-$1,940. Locked and Bitcoin-timestamped before publication, scored in public.
4 phút đọc5 phần
Crypto và thị trường
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.
9 phút đọc7 phần
Crypto và thị trường
Where AI genuinely changes a crypto exchange: surveillance, risk engines, liquidity, AML, matching-engine ops — and where the label is mostly marketing.
9 phút đọc7 phần
Crypto và thị trường
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.
7 phút đọc6 phần
Khả năng chứng minh
Most AI crypto bots show a curve and no ledger. What an accountable trading agent looks like: reasoning logs, risk-first design, and a public record.
4 phút đọc5 phần
Khả năng chứng minh
AI stock predictions are everywhere and almost none are verifiable. Why a real market forecast must be timestamped before the outcome, and scored in public.
5 phút đọc6 phần
Thị trường dự đoán
One model is a single point of failure. How a team of AI agents produces calibrated probabilities on Polymarket and Kalshi, and why every call is scored.
5 phút đọc5 phần
Thị trường dự đoán
How Polymarket turns money into probability, why market prices are hard to beat, and how an AI forecaster uses them honestly — benchmarked and scored in public.
3 phút đọc4 phần
Bài viết về dự báo
France vs England 2026 World Cup bronze final: NeuPortal's Poisson model call — locked, SHA-256 hashed, and Bitcoin-timestamped before kickoff, scored in public.
3 phút đọc4 phần
Kinh doanh AI
Most "AI trading" claims can't be proven wrong. Here's how to actually evaluate an AI trader: locked forecasts, proper scoring, risk-adjusted returns.
6 phút đọc7 phần
