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Research, developpement, and trading based on the market micro structure, the volume orderflow and the market making.
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🚨 V8 ALERT 🚨

The bot that LEARNS by itself is coming... 🧠

Embedded artificial intelligence
ML voting decisions (5 brains)
Automatic position sizing (Kelly)
Real-time dashboard 📊
Continuous self-improvement 🚀

More than a bot. A PARTNER. 🤝

In your inbox: TODAY 📬

#Trading #AI #MachineLearning #GameChanger
After months of dev, proud to introduce Liqbot V8 🚀

This isn't just a trading bot anymore.
It's an AI that:
→ Learns from every trade
→ Adapts to the market
→ Automatically optimizes your positions
→ Gets smarter every day

7 ML modules working together.
A brain that never sleeps.
Results that speak for themselves.

Available in a few hours 📬

The future of trading is here. And it learns. 🧠

#AlgoTrading #AI #Innovation
🚀 MT5 LIQBOT AI v8 | UPDATE MESSAGE

Hey Fam! 👋
First things first—I owe you an apology. 🙏
I know I said v8 would drop yesterday evening... and yet, here we are. But here's the thing: I couldn't ship it. Not because I'm lazy (okay, maybe 10% lazy 😅), but because this thing got WAY bigger than expected.
You know that feeling when you start "fixing one small bug" and suddenly you've rebuilt the entire engine? Yeah. That happened. Multiple times. 🔧⚡️

🧠 What's Actually Happening Behind The Scenes
Let me be real with you—MT5 Liqbot AI v8 is NOT just an update. It's a complete revolution.
While most retail bots are still playing with basic RSI crossovers (lol), we've been cooking something actually intelligent. Not "AI-washed" intelligent. Real ML intelligent.
🎯 The 7-Module Machine Learning Beast
Here's what's been integrated (and why it took longer than planned):
1. 🤖 Q-Learning Reinforcement Learning

The bot literally learns from every single trade
Adapts its strategy based on what worked and what didn't
Gets smarter with each session (while you sleep)

2. 🎚 Dynamic SL/TP Optimizer

Forget fixed stops—the bot calculates optimal levels in real-time
Based on current volatility, market regime, and historical performance
Maximizes R:R without the guesswork

3. 💎 Trade Quality Scoring System

Every signal gets a quality score before execution
Only the crème de la crème gets through
Filters out the noise that murders most retail accounts

4. 🛡 Drawdown Predictor & Risk Adjustment

Predicts when you're about to hit a rough patch
Automatically reduces position sizing BEFORE the storm hits
It's like having a risk manager that never sleeps

5. 🔮 Pattern Recognition Engine

Identifies market patterns across multiple timeframes
Not your grandpa's head & shoulders—actual ML-powered pattern detection
Recognizes when the market is about to make a move

6. 📊 LSTM Sequence Prediction

Uses deep learning to predict next price movements
Analyzes sequences of price action (not just current candles)
The kind of tech hedge funds use (but now it's yours)

7. 🌡 Market Regime Detection

Knows when we're in trending, ranging, or volatile conditions
Adjusts strategy accordingly (because one size does NOT fit all)
Stops you from trend-trading in a range (classic retail mistake)

🧠 The SuperBrain: Where It All Comes Together
All 7 modules don't work in isolation—they form a collective intelligence called SuperBrain.
Think of it like a council of expert traders, each with their own specialty, voting on every single trade. No single module can push a bad trade through. Consensus required.
The result?

Higher win rates
Better R:R
Fewer stupid losses
Actual edge in the market

📈 Performance Tracking That Actually Matters
Because what's the point of a beast bot if you can't see what it's doing?
New Enhanced Dashboard:

📊 Real MT5 metrics (not fake backtested BS)
💰 Live P&L tracking with all the juicy stats
🔥 Heatmaps showing your hottest trading zones
📉 Equity curves that actually update in real-time
🎯 Win rate, Sharpe ratio, max DD and all the pro metrics

Trade Journal Exporter:

Auto-generates professional trade reports
Perfect for analyzing your performance
Or flexing on Twitter when it prints (we don't judge 😎)


🕐 So... When Can I Actually Get This Thing?
Target: Tonight (Friday) or this weekend at the latest.
I'm doing final stress tests as we speak. Can't ship something that might blow up your account on Monday morning, you feel me? 😅
You'll get it directly in your inbox, ready to rock. No games, no upsells, no "tier 2 access" bullshit. Just the bot. 🎁

🤫 But Wait... There's More (And You're NOT Ready)
Okay, I wasn't going to say anything yet, but...
I've been working on something absolutely insane for v8. Something that goes WAY beyond what I just described.
Imagine this: What if you didn't even need to configure the bot? What if you didn't need to monitor it? What if... the bot had its own team?
I'm talking about an autonomous agent team—multiple AI agents working together to:
🔍 Analyze market conditions
🎯 Optimize parameters in real-time
📊 Manage risk dynamically
🧠 Make decisions better than most retail traders

Basically: The bot pilots itself. While you're at the beach. Or asleep. Or pretending to work at your 9-5.
Is this vaporware? Nope. It's already in development. Will it be in the v8 launch? Maybe. 👀
Am I telling you more right now? Absolutely not. 🤐
Consider this your teaser. The real surprise drops with v8. 😉

💬 Final Words
Look, I know waiting sucks. I hate it too. But I'd rather ship something legendary a day late than ship garbage on time.
Most "trading bots" out there are just glorified indicator mashups sold by gurus who've never traded live. This is not that.
MT5 Liqbot AI v8 is what happens when you combine:

Actual ML/AI (not buzzwords)
Real trading experience (scars included)
Obsessive optimization (maybe I need therapy)

The wait will be worth it. Trust the process. 🙏

🎯 Stay Ready
Keep your MT5 open, your VPS warmed up, and your inbox refreshed.
v8 is coming. And it's coming loaded.
Let's get this bread. 🍞💰

P.S. — Yes, I spent way too much time on this update message. No, I don't care. Marketing is important too, okay? 😂
P.P.S. — That surprise I mentioned? Yeah... you're really not ready. But you will be. Soon. 🚀🤖

— Your slightly-behind-schedule-but-absolutely-worth-it developer ✌️
MT5 Liqbot AI v8
Hello my bros! 👋
I know you are more and more impatient to be able to test this new BOMB of version 8! 💣
Promise made, promise due!
Here is the download link: https://metaquantuniverse.com/download/LIQBOT_AI_v8_Installer.exe
🔗📎

With this link, you will be able to download the installer, which will allow you to install the famous MT5 Liqbot AI v8! 🧑‍💻
It is boosted with ML (machine learning) 🧠, and now has 7 different modules for the part auto learning, reinforcement, intelligent decision-making, etc!
The more it trades, and the more time passes, the more it learns! And the more it learns the more it becomes better and profitable! And the more it makes money! 📈
This is the objective that I reached today with this V8!

Once you have installed the beast on your Windows, you will find the user guide updated for this V8 inside! 📘
For the usage, you should not be too surprised: the basics have stayed the same.

Configuration.. ⚙️

MT5 login, MT5 password, MT5 server, your Liqbot license, a hugging face license (optional), 🔐

then the market parameters that you wish the bot to work, with the symbol of the instrument, the time frame, the base lot size, 📊

then the risk management, with TP, and SL of base, max position, cooldown in seconds, and daily loss limit and daily profit limit. 🛡

Trading hours and days of trading have been improved and more functional. 🗓

At the level of the strategy of the heart of the bot, it focuses on the GO WITH strategies (breakout) and the FADE strategies (rejection). 🧭
False Breakout, and True Breakout. We can use both at the same time.
It’s the super brain that decides and does the job as to knowing whether it is suitable to FADE, or to GO WITH the markets.
Method of detection of support / resistance: Multi. 📐
Lookback Bars: the history of reflection of the brain.
: recent bars: the short term of the Q Learning.
Tolerance in pts, Minimum Body Ratio, Fake count (for the rejections), delay, Confidence scoring, etc., etc!

Check well below that your 7 Machine Learning modules are indeed activated!

🧠 Q-learning engine

🔄 Dynamic SL/TP

Quality Scorer

🛡 Drawdawn Prod

🧩 Pattern recognition

🤖 LSTM and neural network

📊 Market Regime.

Each of the intelligent algorithms will give its opinion via an elaborate voting system, towards the main brain of the bot, which will then take the trading decision. All that, at the speed of lightning. ⚡️ In HFT mode.
Once your settings are ready, click on the APPLY button, then START! right at the bottom of the central panel.
The bot will then start, begin to analyze, exploit the data, learn, and trade! All by itself, in full automatic. 🤖

A brand new AI assistant chat bot has been added and this time, it is perfectly connected to the BOT itself, and to your MT5 trading account! A must have! 💼
We can even do backtests (and lots of other things) directly from (inside) the AI assistant!
It uses the GROK model, so you will need to enter your grok api key in the json file in question (chatbot_config.json) which is found in your bot folder). 🔑
You will see with this AI assistant, you have a real co pilot, who helps you to manage, and to navigate/ browse / use your bot, in the best conditions! 🧭
They see, and integrate, in real time, everything that is happening in the Liqbot, and in the MT5 account that is connected to it!
It’s another level of trading guys, I assure you……. ! 🚀

And performance-wise.. it is already making dough on several assets that I put back in test! (USTEC for the nasdaq100, DE40 for the FDAX, XAUUSD for gold, and BTCUSD for bitcoin)!
I think it is capable of adapting to other instruments as well! It will be necessary that we test all that together bros!

I am not telling you more for the moment, and I let you discover the critter!
We meet again in good shape on the networks from Monday morning my friends! My favorite day =)
Nico, Your servant
MT5 Liqbot AI8 - now available !!
🧠 Q-learning engine

Why it’s a game-changer:
A live, self-learning policy that adapts to your market conditions—no static rules. It discretizes market state (volatility × trend) and continuously updates action-values from real P&L, so decisions improve as the bot trades.

Under the hood (from the code):

State abstraction: volatility bucketed into LOW/MED/HIGH and trend into UP/DOWN, forming compact states like HIGH_UP. 【turn1file6†Source.file†L40-L43】

Exploration–exploitation (ε-greedy): randomized action vs. best Q-value per state. 【turn1file6†Source.file†L45-L50】

Online Q-updates: temporal-difference update with learning rate and discount factor. 【turn1file6†Source.file†L52-L58】

Persistence: episodes and Q-table are saved/loaded for long-term learning across sessions. 【turn1file6†Source.file†L67-L74】【turn1file0†Source.file†L31-L38】

🔄 Dynamic SL/TP

Why it’s a game-changer:
Your take-profit and stop-loss aren’t fixed—they self-tune to your recent win/loss profile, keeping risk-reward aligned with the market’s current texture.

Under the hood (from the code):

Recent performance window: optimizes on the last ~100 trades. 【turn1file5†Source.file†L27-L33】

Adaptive ratio: computes average win vs. average loss and scales TP/SL proportionally. 【turn1file5†Source.file†L33-L40】

Safety clamps: hard bounds to keep parameters sane in fast markets. 【turn1file5†Source.file†L41-L46】

Live telemetry: logs the new SL/TP and inferred payoff ratio. 【turn1file7†Source.file†L4-L9】

Quality Scorer

Why it’s a game-changer:
A supervised ML “gatekeeper” that scores every setup before you ever send an order, lifting signal quality and filtering noise.

Under the hood (from the code):

Feature pipeline: uses per-trade feature vectors + label from realized profit. 【turn1file5†Source.file†L65-L72】

Model: RandomForestClassifier(n_estimators=100, max_depth=10) with standardization and a 20% validation split. 【turn1file7†Source.file†L42-L51】【turn1file4†Source.file†L1-L8】

Probability-to-score: converts class probability into a 0–100 quality score used downstream by the decision layer. 【turn1file7†Source.file†L60-L68】

Data sufficiency checks: won’t train unless enough data is present, preventing overfit on tiny samples. 【turn1file5†Source.file†L60-L66】【turn1file5†Source.file†L73-L79】

🛡 Drawdown Prod

Why it’s a game-changer:
Risk shrinks automatically during stress—before equity curves spiral. The module detects streaks and halves risk in drawdown, then restores it after recovery.

Under the hood (from the code):

Streak monitor: counts consecutive losses in real time. 【turn1file4†Source.file†L41-L47】

Protective throttle: at ≥3 consecutive losses, flips in_drawdown and sets risk_multiplier = 0.5. 【turn1file4†Source.file†L51-L56】

Auto-recovery: on the next win, resets risk to 1.0 and logs the recovery. 【turn1file4†Source.file†L45-L50】

🧩 Pattern recognition

Why it’s a game-changer:
Classic price-action patterns are quantified and cross-checked with trend context to boost conviction without human bias.

Under the hood (from the code):

Windowed analysis: operates over the last 20 candles. 【turn1file3†Source.file†L22-L29】

Structures: Double Top/Bottom with geometric constraints to avoid false positives; confidence ~70%. 【turn1file3†Source.file†L33-L47】

Trend context: multi-step close ordering to tag UPTREND/DOWNTREND with confidence. 【turn1file3†Source.file†L49-L55】

🤖 LSTM and neural network

Why it’s a game-changer:
Sequence-aware deep learning that learns temporal dependencies a rules engine misses—momentum shifts, micro-cycles, and regime transitions.

Under the hood (from the code):

Sequence builder: sliding 50-step windows with up/down targets. 【turn1file1†Source.file†L31-L36】

Architecture: LSTM(50, activation='relu') → Dropout(0.2) → Dense(25, relu) → Dense(1, sigmoid). 【turn1file1†Source.file†L50-L55】

Training loop: Adam + BCE, batch 32, 10 epochs, with validation split. 【turn1file1†Source.file†L57-L59】
Inference: outputs a probability used by the decision layer; guarded when insufficient context (<50 ticks). 【turn1file1†Source.file†L70-L77】

📊 Market Regime

Why it’s a game-changer:
Strategy selection depends on regime. This detector tags RANGING / VOLATILE / BULL / BEAR / NEUTRAL using statistically grounded thresholds.

Under the hood (from the code):

Signals: 20-bar close std (volatility), 14-bar ATR, and 20-bar normalized trend. 【turn1file8†Source.file†L50-L53】

Rules: thresholded logic for regime with explicit confidence scores and live logging. 【turn1file8†Source.file†L54-L68】【turn1file10†Source.file†L21-L26】

How the modules fuse into a self-improving AI trader

SuperBrain Orchestrator blends everything above—plus two safety/alpha add-ons—to produce one coherent decision with explainable telemetry:

Ensemble & thresholding: optional Ensemble Voting + AdaptiveConfidenceManager (initial threshold 0.65) for consensus-driven entries. 【turn1file9†Source.file†L39-L49】

Kelly-aware sizing: dynamic lot sizing bounded by max 2% risk per trade (when the advanced patch is present). 【turn1file9†Source.file†L46-L49】

Anomaly firewall: IsolationForest blocks trades on out-of-distribution features—protecting the model under regime shocks. 【turn1file10†Source.file†L54-L69】

Decision trace: logs regime, pattern, quality score, LSTM probability, and Q-learning action for every decision. 【turn1file11†Source.file†L57-L65】

Continuous training: periodically re-trains LSTM/Quality Scorer and re-optimizes SL/TP on fresh data—so the bot learns as it trades. 【turn1file11†Source.file†L25-L38】【turn1file13†Source.file†L72-L80】【turn1file14†Source.file†L6-L10】

Bottom line: by combining reinforcement learning (policy improves with experience), supervised ML (entry quality), deep temporal modeling (LSTM), regime classification, adaptive risk, and anomaly defense—your v8 evolves toward smarter, more disciplined decisions over time. No promises or guarantees, but the architecture is built to learn and designed to compound edge as data accrues.