可證明性
AI and Crypto Trading: Building an Agent That Has to Show Its Work
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.
閱讀時間 4 分鐘5 個章節
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NeuPortal 量化實驗室
關於 AI 代理、回測與市場預測稽核，以及平台架構的研究。
可證明性 · 6
可證明性
AI and the Stock Market: Why a Forecast Is Worthless Without a Timestamp
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.
閱讀時間 5 分鐘6 個章節
可證明性
AI Meets Blockchain: How Bitcoin Timestamps Make AI Predictions Verifiable
AI can generate a confident prediction in seconds — but can it prove the prediction came first? Here is how blockchain timestamping turns unfalsifiable AI output into an auditable record.
閱讀時間 4 分鐘6 個章節
可證明性
NeuPortal Enters the Arena: Competing in Public AI Forecasting Championships
We put our forecasting where it can be independently scored: NeuPortal has entered public AI forecasting arenas, shipped an honest benchmark, and measured a real improvement.
閱讀時間 3 分鐘5 個章節
可證明性
How to Prove a Prediction Was Made Before the Event (with OpenTimestamps)
Anyone can claim they called it. Here's how OpenTimestamps anchors a prediction to Bitcoin so its timing is provable — and how you verify it yourself.
閱讀時間 6 分鐘7 個章節
可證明性
How Blockchain Improves Data Transparency in Finance
Learn how blockchain technology creates immutable, auditable financial data — and why transparency is becoming the default standard in modern finance.
閱讀時間 7 分鐘8 個章節
