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我是 Theo。我做交易已经有很多年了，对我来说这不只是一份工作，而是我每天专注的事情。这些年里，我一直在学习市场真正是如何运行的，不断打磨策略，并从每一笔交易中有所收获，无论盈亏。
这些工作大多是用 Python 完成的。多年来我一直在把自己的交易自动化，并引入机器学习，随着时间推移，这逐渐发展成了我现在投入最多精力的项目：Tefkir，一个我在 Twin Peaks Algo 之下开发的事件驱动型交易智能体。它不看图表，而是关注现实世界中发生的事件，推断哪些品种真正会受到影响，并在 MT5 上自主开仓和管理持仓。它的每一个决策都是可追溯的，因此你不仅能看到一笔交易的结果，还能看到背后的推理过程。它目前正处于公开测试阶段，也是我最看重的工作。
我依然相信，最好的系统是一步一步搭建起来的。一个好的 EA 不会一夜之间出现，它源于用心、大量测试，以及始终愿意听取反馈。我会认真看用户告诉我的每一句话，也乐于听到新的想法，所以如果你对 Tefkir 如何推理有疑问，或者只是想聊聊它，欢迎联系我。
说到底，我是一个喜欢构建东西的交易者。这正是每天早晨让我起床的动力，我也一直在寻找把它做得更好的方法。
这些工作大多是用 Python 完成的。多年来我一直在把自己的交易自动化，并引入机器学习，随着时间推移，这逐渐发展成了我现在投入最多精力的项目：Tefkir，一个我在 Twin Peaks Algo 之下开发的事件驱动型交易智能体。它不看图表，而是关注现实世界中发生的事件，推断哪些品种真正会受到影响，并在 MT5 上自主开仓和管理持仓。它的每一个决策都是可追溯的，因此你不仅能看到一笔交易的结果，还能看到背后的推理过程。它目前正处于公开测试阶段，也是我最看重的工作。
我依然相信，最好的系统是一步一步搭建起来的。一个好的 EA 不会一夜之间出现，它源于用心、大量测试，以及始终愿意听取反馈。我会认真看用户告诉我的每一句话，也乐于听到新的想法，所以如果你对 Tefkir 如何推理有疑问，或者只是想聊聊它，欢迎联系我。
说到底，我是一个喜欢构建东西的交易者。这正是每天早晨让我起床的动力，我也一直在寻找把它做得更好的方法。
Theo Karam
In an earlier post we called Tefkir a glassbox: every position it takes comes with the full reasoning behind it, visible to the person whose account it is. We also said that has to include the trades that don't work, because a glassbox that only opens on the winners isn't one...
69
Theo Karam
Two schools, one target There are two classic schools of trading, and people love to argue about which one is right. Technical analysis reads the price itself, the patterns, the levels, the behavior of the chart...
90
Theo Karam
We built Tefkir to trade on its own, and we made an early decision about what that should feel like for the person whose account it is: if you want to know why it took a position, you should be able to see it...
· 2
68
Theo Karam
Aletheia V4 is scheduled for release next week. The final adjustments are being made mainly around the web search component and the system is entering its last preparation phase before the next public testing cycle. This isn’t the full technical breakdown. That will come with the official release...
· 1
195
Theo Karam
Aletheia is not “just another EA.” It’s an agent + MT5 EA that turns real-world events into evidence-backed, broker-agnostic trade setups with a transparent audit trail for every idea...
322
Theo Karam
Aletheia isn’t just another EA, it’s an agent + MT5 EA working together to deliver evidence-backed setups with transparent audit trails. We’ve shipped trailing stop-loss, adaptive targets, and new partial rules.
Theo Karam
Aletheia isn’t “just another EA.” It’s a research-grade agent that turns real-world events into reasoned, broker-agnostic trade setups with transparent audit trails. In short: advanced market analysis, within anyone’s reach...
Theo Karam
Aletheia isn’t “just another EA.” It’s a research-grade agent that turns real-world events into reasoned, broker-agnostic trade setups with transparent audit trails. In short: advanced market analysis, within anyone’s reach...
· 1
295
2
Theo Karam
Aletheia v2 case study: the ORSTED.DK short before the ~50% drop—chart, account report, and audit trail inside.
Read: https://www.mql5.com/en/blogs/post/764390
Read: https://www.mql5.com/en/blogs/post/764390
Theo Karam
Headlines matter when the execution is disciplined. Since launching v2 on Monday (≤3 days), the account moved from $500,000 → $527,000 ( +5.4% running equity ). The highlight: our agent shorted ORSTED.DK right before an ~ 50% after-hours drop...
· 1
384
Theo Karam
Hi everyone, A quick update on Aletheia, my AI-driven research & trading project...
· 2
582
Theo Karam
Aletheia v1 is wrapped; v2 begins with tighter reasoning checks and improved execution.
See the data, trace the decisions, and help test v2.
App: https://aletheia.giize.com Discord: https://discord.gg/r5j7jNtfBF
See the data, trace the decisions, and help test v2.
App: https://aletheia.giize.com Discord: https://discord.gg/r5j7jNtfBF
Theo Karam
🚀 Aletheia is almost here – and it’s unlike anything you’ve seen before. Built from the ground up with an integrated custom AI agent, Aletheia is the first MT5 EA that doesn’t just follow the market — it understands it...
· 4
574
Theo Karam
🌍 INTRODUCING ALETHEIA – A NEW ERA OF AI TRADING FOR MT5 🧠📈
Dear MQL5 Traders,
After months of dedicated engineering, testing, and iteration, I’m proud to introduce my most ambitious project yet:
🔥 Aletheia — the first AI-powered, news-driven expert advisor designed for MetaTrader 5. 🔥
Unlike traditional EAs, Aletheia is the front end of a custom-built financial reasoning agent. It continuously monitors global news, identifies impactful macro events, and delivers real-time, event-based trade setups directly into your terminal.
💡 What Makes Aletheia Different?
✅ Built on a proprietary AI market reasoning engine
✅ Interprets real-world events (not just candles or indicators)
✅ Fully autonomous — no manual input required
✅ Generates structured trade setups based on global catalysts
✅ Automatically maps tickers to your broker’s instruments
From rate hikes to supply chain shocks, Aletheia doesn’t just trade the charts — it trades what moves the charts.
👥 Who Is Aletheia For?
Traders who value context over indicators
Event-driven thinkers looking for automation
Professionals seeking a smarter, data-informed EA
📢 Aletheia will be available soon on the MQL5 Market.
This is just the beginning — and I couldn’t be more excited to share it with the community.
If you’d like to know more about how Aletheia reasons, trades, or evolves, feel free to reach out via MQL5 messages or drop a comment.
Let’s redefine what an EA can be.
Aletheia is coming. The future of trading just got smarter. 🧠✨
#AletheiaEA #AITradingRevolution #NewsDrivenEA #SmartAutomation #MT5
Dear MQL5 Traders,
After months of dedicated engineering, testing, and iteration, I’m proud to introduce my most ambitious project yet:
🔥 Aletheia — the first AI-powered, news-driven expert advisor designed for MetaTrader 5. 🔥
Unlike traditional EAs, Aletheia is the front end of a custom-built financial reasoning agent. It continuously monitors global news, identifies impactful macro events, and delivers real-time, event-based trade setups directly into your terminal.
💡 What Makes Aletheia Different?
✅ Built on a proprietary AI market reasoning engine
✅ Interprets real-world events (not just candles or indicators)
✅ Fully autonomous — no manual input required
✅ Generates structured trade setups based on global catalysts
✅ Automatically maps tickers to your broker’s instruments
From rate hikes to supply chain shocks, Aletheia doesn’t just trade the charts — it trades what moves the charts.
👥 Who Is Aletheia For?
Traders who value context over indicators
Event-driven thinkers looking for automation
Professionals seeking a smarter, data-informed EA
📢 Aletheia will be available soon on the MQL5 Market.
This is just the beginning — and I couldn’t be more excited to share it with the community.
If you’d like to know more about how Aletheia reasons, trades, or evolves, feel free to reach out via MQL5 messages or drop a comment.
Let’s redefine what an EA can be.
Aletheia is coming. The future of trading just got smarter. 🧠✨
#AletheiaEA #AITradingRevolution #NewsDrivenEA #SmartAutomation #MT5
· 3
Theo Karam
It's been 2 weeks since launching the new version of OverSeer MT5 and running it live. We’ve been monitoring its performance closely, and we are happy to share the current stats: Instruments Traded: 14 Positions Open: 10 PNL Status: 15.04% Exposure: 10.3% Daily Performance: +13...
206
Theo Karam
Day 3 Update: OverSeer Keeps Delivering! 🚀
Another day, another step forward! OverSeer has now completed 3 days of live trading, and its performance continues to impress.
Here’s a quick snapshot of today’s metrics:
Instruments Monitored: 14
PNL Status: +5.2%
Exposure: 48.16%
The Daily Performance stands at an impressive 5.0%, showcasing OverSeer’s ability to navigate market conditions and manage positions effectively. The consistent profitability highlights the power of its machine learning-driven trading logic.
📊 Screenshot of Day 3 Performance:
Another day, another step forward! OverSeer has now completed 3 days of live trading, and its performance continues to impress.
Here’s a quick snapshot of today’s metrics:
Instruments Monitored: 14
PNL Status: +5.2%
Exposure: 48.16%
The Daily Performance stands at an impressive 5.0%, showcasing OverSeer’s ability to navigate market conditions and manage positions effectively. The consistent profitability highlights the power of its machine learning-driven trading logic.
📊 Screenshot of Day 3 Performance:
Theo Karam
I’m excited to share the results of OverSeer running live for 2 days! These screenshots showcase the metrics displayed in the EA panel and highlight the consistency and adaptability of the Expert Advisor...
295
Theo Karam
Welcome to OverSeer, your trusted Expert Advisor designed to transform how you trade indices. To help you get started, here’s a detailed guide on setting up the EA and understanding its input parameters...
268
Theo Karam
OverSeer Update: Revolutionizing Index Trading with Machine Learning!
We’re thrilled to announce the latest update to OverSeer, our cutting-edge Expert Advisor for MT5. With this update, OverSeer takes a monumental leap forward by integrating advanced Machine Learning and Hidden Markov Models (HMMs) into its core functionality, ensuring smarter and more adaptive trading strategies.
What’s New in OverSeer?
💡 Market State Detection Powered by HMMs:
OverSeer now uses Hidden Markov Models to analyze price patterns and classify market states for each instrument. This innovation allows OverSeer to uncover hidden opportunities and adapt to ever-changing market conditions.
⚙️ Seamless Integration with MT5:
We’ve overcome technical challenges by bridging Python-based models with MT5 through an intermediary Random Forest Classifier. This ensures that the power of machine learning is fully operational in live trading scenarios.
📊 Focused Entry and Position Management:
OverSeer doesn’t just find entry points—it manages open positions dynamically, safeguarding profits and mitigating risks, all tailored to specific market behaviors.
🎯 Pragmatic and Adaptable:
Rather than chasing perfection, OverSeer focuses on identifying overall favorable opportunities, balancing precision with practicality across multiple markets.
Why This Matters
Index trading is more competitive than ever, and OverSeer’s ability to combine machine learning with real-time decision-making sets a new standard. Whether you're a seasoned trader or exploring the potential of automated trading, this update is designed to help you stay ahead.
How to Get the Update
If you’re already using OverSeer, the update will roll out automatically. New to OverSeer? Now is the perfect time to experience the future of trading.
💬 Let’s Hear Your Thoughts!
We’re always looking to improve and value your feedback. If you have questions, suggestions, or want to share your experience with OverSeer, drop a comment or send a message!
OverSeer: Smarter Trading. Better Results. Link to OverSeer: https://www.mql5.com/en/market/product/120625
We’re thrilled to announce the latest update to OverSeer, our cutting-edge Expert Advisor for MT5. With this update, OverSeer takes a monumental leap forward by integrating advanced Machine Learning and Hidden Markov Models (HMMs) into its core functionality, ensuring smarter and more adaptive trading strategies.
What’s New in OverSeer?
💡 Market State Detection Powered by HMMs:
OverSeer now uses Hidden Markov Models to analyze price patterns and classify market states for each instrument. This innovation allows OverSeer to uncover hidden opportunities and adapt to ever-changing market conditions.
⚙️ Seamless Integration with MT5:
We’ve overcome technical challenges by bridging Python-based models with MT5 through an intermediary Random Forest Classifier. This ensures that the power of machine learning is fully operational in live trading scenarios.
📊 Focused Entry and Position Management:
OverSeer doesn’t just find entry points—it manages open positions dynamically, safeguarding profits and mitigating risks, all tailored to specific market behaviors.
🎯 Pragmatic and Adaptable:
Rather than chasing perfection, OverSeer focuses on identifying overall favorable opportunities, balancing precision with practicality across multiple markets.
Why This Matters
Index trading is more competitive than ever, and OverSeer’s ability to combine machine learning with real-time decision-making sets a new standard. Whether you're a seasoned trader or exploring the potential of automated trading, this update is designed to help you stay ahead.
How to Get the Update
If you’re already using OverSeer, the update will roll out automatically. New to OverSeer? Now is the perfect time to experience the future of trading.
💬 Let’s Hear Your Thoughts!
We’re always looking to improve and value your feedback. If you have questions, suggestions, or want to share your experience with OverSeer, drop a comment or send a message!
OverSeer: Smarter Trading. Better Results. Link to OverSeer: https://www.mql5.com/en/market/product/120625
· 1
Theo Karam
Introduction: Trading indices is a dynamic challenge requiring precision, adaptability, and robust strategies. With OverSeer , we’ve redefined how trading works by integrating machine learning models into the very core of the Expert Advisor...
295