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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.
阅读约 4 分钟5 个章节
文章
NeuPortal 量化实验室
关于 AI 智能体、市场预测回测与审计以及平台架构的研究。
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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.
阅读约 5 分钟6 个章节
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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.
阅读约 4 分钟6 个章节
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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.
阅读约 3 分钟5 个章节
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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.
阅读约 6 分钟7 个章节
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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.
阅读约 7 分钟8 个章节
