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Etched’s valuation doubles to $21B in a month
量化巨头真金白银验证，AI芯片新贵估值一月翻四倍，热度爆表
Jane Street has installed Etched's first shipped AI cluster system, and was so impressed, it led another massive round, the startup says.
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Potential of ChatGPT in predicting stock market trends based on Twitter Sentiment Analysis
用ChatGPT分析推特情绪预测股市，看AI能否成炒股神器
arXiv:2311.06273v1 Announce Type: cross Abstract: The rise of ChatGPT has brought a notable shift to the AI sector, with its exceptional conversationa…
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F$^2$Agent: Financial Fusion of Agentic Intelligence for Multimodal Trading
F²Agent融合多模态金融数据与智能体推理，为交易决策带来全新范式。
arXiv:2608.05668v1 Announce Type: cross Abstract: With increasingly diverse and heterogeneous information sources, effectively leveraging multimodal d…
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Show HN: I Built OpenClaw for Stocks
一款基于开源构建的股票分析工具OpenClaw，助你快速洞察市场动态。
I'm the solo dev/builder of FN2, which uses Open Source AI models to deliver autonomous agents at scale, similar to Hermes and OpenClaw but tailored f…
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Cognitive Alpha Mining via LLM-Driven Code-Based Evolution
用LLM驱动代码进化，从高维金融数据中挖掘隐藏的预测信号，突破传统因子发现瓶颈。
arXiv:2511.18850v4 Announce Type: replace Abstract: Discovering effective predictive signals, or "alphas," from financial data with high dimensionalit…
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Show HN: Finterm.ai Finance CLI for Claude Code and Codex
AI编码代理也能炒股票了，这款CLI直接接入实时金融数据，让大模型帮你做股票、期权、SEC文件深度研究。
Hi, my name is Kam, and today my cofounder Josh and I are shipping Finterm.ai, a CLI that gives coding agents direct access to financial data: stock p…
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The AI boom is coming for the bond market
AI已席卷股市，下一个冲击波正涌向规模更大的债券市场，看懂趋势才能提前布局。
Article URL: https://economist.com/finance-and-economics/2026/07/07/ai-has-taken-over-the-stock-market-the-bond-market-is-next Comments URL: https://n…
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Show HN: Open-source market-making software that runs on your own server
自托管开源做市机器人，量化交易者可直接部署，掌控策略与数据。
Article URL: https://github.com/Adamant-im/adamant-tradebot Comments URL: https://news.ycombinator.com/item?id=48829482 Points: 3 # Comments: 0
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一个AI智能体，把我从量化系统的脏活累活里捞了出来
专为量化开发设计，用AI接管数据接入、序列化和内存管理等脏活累活，帮你从“水管工”变回策略研究员，回测与实盘差异也能自动修正。
凌晨两点十七分，策略又一次在实盘里做出了和回测完全相反的操作。我盯着屏幕上的成交记录，脑子里只有一个念头：这破玩意儿到底哪儿出毛病了。 查了四个小时。最后发现，不是模型的问题。是那家数据商推送的行情里，有一笔时间戳错了——把下午三点的成交标成了凌晨三点。于是我的 K 线图上多了一根诡异的下影线，于是…
10
AI is revolutionising the stock market
FT深度解析AI如何颠覆传统交易，量化与算法将重塑股市格局。
Article URL: https://www.ft.com/content/b31f1e09-5aae-4cad-af15-97adb15dba70 Comments URL: https://news.ycombinator.com/item?id=48526801 Points: 1 # C…
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Ask HN: Books for someone who is transitioning from FAANG to finance
从FAANG到金融，如何快速建立知识体系？这里有资深AI工程师转行金融的必读书单。
I have been an AI engineer for the last 10 years of my life, and have continued to build small algo-trading systems during my weekends. I'm getting in…
12
PortBench: A Correlation-Aware, Full-Pipeline Benchmark for LLM-Driven Portfolio Management
相关性感知的全流程基准测试，专为评估LLM投资组合管理能力而设计，填补金融AI评估空白
arXiv:2605.27887v1 Announce Type: new Abstract: LLMs have shown strong performance across diverse financial tasks, yet portfolio management (PM), a cr…
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2026 年 Polymarket 交易机器人全景：技术架构与生产实践
深度剖析2026年Polymarket交易机器人的三大类型与技术架构，揭示胜负关键不在复杂机器学习，而在API驱动和套利机会。
预测市场自动化交易在 2026 年已高度成熟。以下是从技术与生产角度出发的简洁深度总结。 当前主流交易机器人类型 1. API 驱动的概率型机器人（最先进） 同时订阅 Polymarket GraphQL + CLOB WebSocket 实时计算 模型概率 vs 市场隐含概率 当 model_pr…
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Mobius
描述交易策略就能自动构建、回测并运行，让量化交易变得超简单。
Describe a trade and Mobius builds, backtests, and runs it Discussion | Link