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⚡ AI Lessons

Dev.to · FatherSon
🧠 Large Language Models
⚡ AI Lesson
1w ago
Claude Fable 5 (Mythos-Class) for Polymarket Trading Bots: The Long-Context Agentic Leap Developers Needed
Anthropic dropped Claude Fable 5 on June 9, 2026 — the first public Mythos-class model. It’s the...

Dev.to · FatherSon
1w ago
Prediction Market Calibration 2026: Domain-Specific Biases Every Polymarket Trading Bot Must Exploit
A major 2026 academic study (292 million trades, 327,000 binary contracts across Kalshi and...

Dev.to · FatherSon
2w ago
Polymarket Arbitrage Analysis (2026): $40M Extracted via Market Rebalancing & Combinatorial Opportunities
Two Core Arbitrage Types Identified 1. Market Rebalancing Arbitrage (Intra-Market) Occurs...

Dev.to · FatherSon
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
Building a Low-Latency Polymarket Bot for Earnings Markets: A Real-World Attempt (Lessons & Technical Breakdown)
A bot on Polymarket quietly extracted $32k in near risk-free profits by sniping “Will Company XYZ...

Dev.to · FatherSon
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3w ago
How Wise Is the Crowd in Prediction Markets? A Microstructure Analysis
The long-standing assumption that prediction markets are highly efficient “wisdom of the crowd”...

Dev.to · FatherSon
📐 ML Fundamentals
⚡ AI Lesson
3w ago
What Is Market Regime Detection and Why Your Polymarket Strategy Is Probably Ignoring It
Most trading bots and strategies on Polymarket are built and backtested on the assumption that market...

Dev.to · FatherSon
1mo ago
Google Security Engineer Charged with Polymarket Insider Trading: What This Means for Trading Bot Builders
A Google security engineer was federally charged with insider trading on Polymarket using non-public...
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