Nathan Smith’s AI-built portfolio is up 23.8% in four weeks after leveraging ChatGPT. He shares his take on micro-caps, risk, and Python.
Oh, the things high schoolers do nowadays.
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Nathan Smith’s AI-built portfolio is up 23.8% in four weeks after leveraging ChatGPT. He shares his take on micro-caps, risk, and Python.
Oh, the things high schoolers do nowadays.

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UAITrading (Unstoppable AI Trading): AI-Powered Trading for Stocks, Forex, and Crypto
https://uaitrading.ai/ UAITrading For On trading volumes offers, many free trade analysis tools and pending bonuses | Unstoppable AI Trading (Uaitrading) is a platform that integrates advanced artificial intelligence (AI) technologies to enhance trading strategies across various financial markets, including stocks, forex, and cryptocurrencies. By leveraging AI, the platform aims to provide real-time asset monitoring, automated portfolio management, and optimized trade execution, thereby simplifying the investment process for users.
One of the innovative features of Unstoppable AI Trading is its UAI token farming, which offers users opportunities to earn additional income through decentralized finance (DeFi) mechanisms. This approach allows traders to diversify their investment strategies and potentially increase returns by participating in token farming activities.
The platform's AI-driven systems are designed to analyze vast amounts of market data, identify profitable trading opportunities, and execute trades without human intervention. This automation not only enhances efficiency but also reduces the emotional biases that often affect human traders, leading to more consistent and objective trading decisions.
By harnessing the power of AI, Unstoppable AI Trading aims to empower both novice and experienced traders to navigate the complexities of financial markets more effectively, offering tools and strategies that adapt to dynamic market conditions
Gambit is a company that offers forex trading courses, and referral programs.
Gambit is a company that offers forex trading courses, and referral programs. It recently held a forex expo in Bangkok, which aimed to inform people about forex trading and how Gambit uses artificial intelligence and machine learning to generate profitable signals and trades. Gambit also teaches its clients the gambit trading strategy, which is a method of sacrificing a small amount of money to gain an advantage over the market. By using Gambit’s services, clients can benefit from low-risk and high-reward forex trading opportunities.
How to Build an AI Trading Bot
Reconciling Polymarket's TWAP: A Python Monitoring Script
Follow-up to my post on why Polymarket is moving crypto market settlement to TWAP starting August 7 - this one's the actual implementation.
Chainlink doesn't publish the exact sampling boundaries or weighting methodology for the custom TWAP feed, so you can't independently derive the resolution price from scratch. What you can do: store every raw tick you observe (not pre-averaged data), compute your own TWAP over the same window Polymarket uses, and reconcile it against the published resolution price with a defined drift tolerance.
The script also handles a failure mode that didn't exist under the old single-tick resolution - feed gaps mid-window. If the last tick goes stale beyond a threshold, that needs to be caught before it matters for a live position, not after.
Testnet TWAP feeds are live now. Mainnet and RTDS launch August 4, giving a three-day live-fire testing window before settlement actually depends on it.
Full code + writeup: [Dev.to link]

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Polymarket arbitrage bot live result
Choosing the right Forex Trading Bot can help businesses simplify trading operations and unlock new market opportunities. Discover the key features that make today's leading trading solutions stand out from the competition.
The Forex market offers endless possibilities for those ready to trade with speed, accuracy, and confidence. Find out how automated trading can unlock consistent opportunities in changing market conditions.