#quantitative trading strategy
40 related articles
·2 min
awesome-systematic-trading: A Complete Guide to the 9,000-Star Quantitative Trading Open Source Resource List
Deep dive into the 9,100-star awesome-systematic-trading GitHub project covering backtesting frameworks, strategy implementations, data tools, and classic books for quantitative traders.
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·3 min
Liang Wenfeng on AGI Strategy: Team Stability Is DeepSeek's Only Core Interest
DeepSeek raises over 50B RMB at a 350B valuation. Founder Liang Wenfeng explains why team stability is the only core interest on the path to AGI.
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Kronos Financial Foundation Model: Usi…
·7 min
Kronos Financial Foundation Model: Using AI to Read the Market Language of Candlesticks
Kronos is the first open-source foundation model treating candlestick data as the "language of financial markets," using an autoregressive Transformer and earning 32K GitHub Stars. A deep dive into its principles, applications, and limits.
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·6 min
Claude Sonnet 5 In-Depth Testing: 8 Real-World Tasks Reveal Its True Capability Boundaries
Bilibili creator KaterSony tests Claude Sonnet 5 across 8 real-world tasks—image recognition, 3D modeling, web generation—comparing it against GPT-5.5, Gemini 3.1 Pro, and revealing its true capability limits and cost traps.
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·4 min
Can AI Discover Alpha? A Deep Dive into Qlib and RD-Agent
Can AI truly discover Alpha automatically? This deep dive into Microsoft's open-source Qlib and RD-Agent reveals the 3 critical backtest pitfalls and 6 overfitting prevention gates every quant researcher needs to know.
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·3 min
Building 'Beat the Couch' with Claude: Can You Outperform Doing Nothing?
Beat the Couch is a minimalist web game built with Claude that challenges you to outperform a buy-and-hold strategy using real S&P 500 history. 25,000+ plays prove market timers almost always lose to the couch.
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·2 min
GPT-5.6 Sol XHigh Real-World Test: The Coding Capability That Changed a Claude User's Mind
A long-time Claude user was genuinely impressed by GPT-5.6 Sol XHigh. We break down the model's coding performance, shifting AI assistant competition, and how to rationally choose the right coding AI.
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Coinbase Outage Postmortem: The Deeper…
·4 min
Coinbase Outage Postmortem: The Deeper Causes of Failed Zone Failover and Its Lessons
A deep dive into Coinbase's global trading system outage—why multi-AZ deployment still couldn't prevent the disruption. Analyzing the missing automated zone failover, the core elements of financial-grade HA architecture, and reliability lessons for every team.
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·4 min
Zhipu GLM-5.2 Released: China's First Open-Source Model to Cross the 'Primary Model' Threshold
Zhipu releases GLM-5.2 with 1M token context, matching GPT-5.x and Claude. Zcode 3.0 offers 3M free daily calls with one-click migration from Claude Code and Codex.
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·5 min
GPT-5.6 In-Depth Review: Crushing Competitors on Value, But Its Jailbreak Vulnerabilities Can't Be Ignored
OpenAI's GPT-5.6 Soul, Terra & Luna are priced at one-third of Claude, leading Anthropic Fable on many benchmarks. We analyze its value, reasoning, and jailbreak risks.
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Small but Beautiful Culinary RPG: Rede…
·4 min
Small but Beautiful Culinary RPG: Redefining Role-Playing Games Through Restraint
A small-scale RPG centered on food, using restraint and focus to counter AAA content overload. An in-depth analysis of the culinary RPG design philosophy.
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·6 min
DeepSeek Builds Its Own AI Chips: The Strategic Logic and Challenges Behind Compute Independence
DeepSeek is entering AI chip development, targeting compute autonomy. This article analyzes its motivations, software-hardware synergy, chip R&D challenges, and impact on China's AI vertical integration.
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·4 min
AI Coding Tool Data Leakage Risks: A Security Guide for Protecting Quantitative Strategies
AI coding tools carry cloud data transmission risks, exposing quantitative trading strategies to leakage. This article analyzes AI tool data security and offers protection strategies.
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·6 min
Alibaba Bans Claude Code: The Battle Over AI Coding Tool Security and Data Sovereignty
Alibaba bans Claude Code over security risks, sparking tech community debate. An in-depth analysis of data leakage risks with cloud AI coding tools and the rise of local AI deployment.
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·6 min
Balancing Cost and Performance in Azure SQL Database: Three Core Strategies Explained
This article breaks down Azure SQL Database's progressive cost-optimization strategy from the free tier to Hyperscale, Serverless auto-scaling, and Elastic Pools, helping teams balance performance and budget.
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·7 min
Google's $250K Bounty: Linux VM Escape Vulnerability Sets a Historic Record
Google paid a security researcher $250K for a Linux kernel VM escape vulnerability, setting a VRP record. An in-depth analysis of VM escape principles, kCTF incentives, and cloud security impact.
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·3 min
Vibe-Trading: The Rise and Practice of Open-Source AI Trading Agents
HKUDS's open-source Vibe-Trading gained nearly 1,000 GitHub stars in a day. This deep dive covers its LLM+Tool Calling architecture, core modules, and the risks of AI-driven trading agents.
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·7 min
Gemini Meets Google Business Profile: How AI Becomes a Dedicated Business Partner for Small Businesses
Google lets businesses connect their Google Business Profile to Gemini, so the AI can read operating info, reviews, and business data to offer targeted marketing advice—lowering AI barriers for SMBs.
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·7 min
Rowboat: An Open-Source, Local-First Alternative to Claude Desktop
Rowboat is an open-source, local-first AI desktop client positioned as a Claude Desktop alternative. Local data storage and fully transparent code help developers control privacy and workflows.
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·7 min
The Complete Guide to Agent Skills: Principles, Structure & Practical Applications
Deep dive into AI Agent Skills: SKILL.md file structure, four component modules, differences from prompts, and practical scenarios for frontend generation, PPT creation, and more.
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