A Deterministic AI Engine Constructed for Lengthy-Time period Gold Buying and selling Consistency
Why Aurum Pivot Professional AI Is Not “Simply One other EA”
Most buying and selling EAs fail in the long term not as a result of their technique is flawed,
however as a result of they execute each sign equally, no matter market high quality.
Aurum Pivot Professional AI was designed to resolve precisely this downside.
It introduces an Offline AI Scoring Engine that evaluates the standard of every confirmed pivot breakout earlier than execution, guaranteeing that capital is allotted solely when market situations are structurally favorable.
This isn’t hype.
That is engineering.
1. What Precisely Is the Aurum Pivot Professional AI?
1.1 Core Definition
The AI module in Aurum Pivot Professional is an:
Offline, deterministic scoring engine
used to consider the standard of confirmed pivot breakouts earlier than inserting any commerce.
Vital clarification:
The AI does NOT generate commerce indicators.
The AI does NOT change the technique logic.
The AI acts purely as a decision-quality filter and execution optimizer.
Consider it as a skilled threat supervisor, not a gambler.
2. What This AI Is NOT (Very Vital)
To keep away from misunderstanding, let’s be exact.
| Widespread AI Buzzword | Aurum Pivot Professional AI |
|---|---|
| Machine Studying | ❌ No |
| Neural Community | ❌ No |
| Self-training mannequin | ❌ No |
| Adaptive / repainting | ❌ No |
| Information / sentiment primarily based | ❌ No |
| Exterior information dependency | ❌ No |
This AI:
➡️ Backtest = Reside conduct (1:1 consistency)
That is essential for long-term belief.
3. Why a Deterministic Offline AI Was Chosen
Most “AI EAs” fail as a result of they’re:
Aurum Pivot Professional takes the other strategy.
Key Benefits of Offline Deterministic AI
| Profit | Rationalization |
|---|---|
| Predictable | Identical enter → similar output |
| Clear | Totally rule-based |
| Secure | No studying drift |
| Secure | No overfitting |
| Scalable | Works for years |
| Platform-compliant | Permitted for business marketplaces |
This makes it excellent for long-term capital progress, not short-term hype.
4. Architectural Function Contained in the EA
The place the AI Sits within the System
Market Knowledge
↓
Pivot Detection (Unique Technique)
↓
AI High quality Analysis
↓
Determination Layer
↓
Order Execution (Unique Logic)
The AI by no means touches:
-
Pivot detection
-
Entry worth logic
-
SL / TP formulation
-
Trailing cease logic
It solely solutions one query:
“Is that this pivot breakout value buying and selling — and the way aggressively?”
5. How the AI Filter Works — Defined for Non-Technical Merchants
As a substitute of buying and selling all indicators equally, the AI:
-
scores every sign from 0 to 100
-
decides commerce or skip
-
optionally adjusts threat dimension
-
optionally adjusts pending order lifetime
All of that is managed by easy parameters that you may regulate — even if you’re not a technical dealer.
1. AI_Enable — Flip AI On or Off
What it does
That is the grasp swap.
-
AI_Enable = false
→ EA behaves precisely like the unique model
→ No filtering, no threat scaling, no AI expiry -
AI_Enable = true
→ AI evaluates each pivot breakout earlier than execution
The way it impacts the system
When to make use of
-
Inexperienced persons → ON (really useful)
-
Backtesting unique logic → OFF
-
Lengthy-term reside buying and selling → ON
2. AI_MinScoreToTrade — How Strict the AI Is
What it does
Defines the minimal high quality rating required to permit a commerce.
Rating vary is at all times 0–100.
Instance:
The way it impacts buying and selling conduct
| Worth | Impact |
|---|---|
| Decrease (50–55) | Extra trades, looser filter |
| Medium (60–65) | Balanced |
| Increased (70–80) | Fewer trades, very strict |
Easy approach to perceive
Consider this as “How choosy am I?”
3. AI_LookbackBars — How the AI Judges Market Compression
What it does
Controls how far again the AI seems to be to grasp regular market conduct earlier than the breakout.
That is used just for the compression rating.
The way it impacts the logic
-
Bigger lookback → smoother, extra steady judgment
-
Smaller lookback → sooner response, however extra delicate
Sensible which means
| Lookback | Impact |
|---|---|
| 30 | Quicker, extra reactive |
| 50 (default) | Balanced |
| 80–100 | Very steady, conservative |
For many customers, 50 is good.
4. Rating Weights — What the AI Cares About Most
The AI evaluates 4 qualities for each pivot breakout:
-
Pattern alignment
-
Volatility situation
-
Value compression
-
Unfold / execution value
The weights determine how vital every one is.
Vital:
Weights do NOT change how the market is learn.
They solely change how a lot every issue influences the ultimate determination.
AI_W_Trend — Pattern Significance
What it controls
How a lot the AI cares about buying and selling with the principle development.
Increased worth:
Decrease worth:
Who ought to enhance this
AI_W_Vol — Volatility Significance
What it controls
How strict the AI is about market volatility high quality.
Increased worth:
-
Avoids lifeless markets
-
Avoids chaotic spikes
Decrease worth:
Who ought to enhance this
AI_W_Comp — Compression Significance
What it controls
How a lot the AI values worth compression earlier than breakout.
Increased worth:
Decrease worth:
Who ought to enhance this
AI_W_Spread — Unfold / Value Significance
What it controls
How delicate the AI is to unfold and execution value.
Increased worth:
Decrease worth:
Who ought to enhance this
5. AI_UseRiskMult — Good Threat Scaling
What it does
Permits the AI to regulate commerce dimension primarily based on high quality.
Vital
AI_MinRiskMult — Lowest Threat Degree
What it means
The smallest place dimension used for weak-but-acceptable indicators.
Instance:
AI_MaxRiskMult — Highest Threat Degree
What it means
The most place dimension used for top-quality setups.
Instance:
Why this issues
You robotically:
No martingale. No grid. No restoration methods.
6. AI_UseExpirySuggest — Good Pending Order Lifetime
What it does
Permits the AI to recommend how lengthy a pending order ought to keep lively.
Logic
Default
Disabled by default to maintain conduct easy.
AI_ExpiryMinBars — Minimal Pending Lifetime
Which means
Shortest time (in H1 bars) a weak setup can keep pending.
Instance:
AI_ExpiryMaxBars — Most Pending Lifetime
Which means
Longest time a robust setup can keep pending.
Instance:
7. The Full AI Determination Stream (Very Easy)
Here’s what occurs internally, step-by-step:
-
A pivot breakout is confirmed by the technique.
-
AI calculates a rating from 0 to 100.
-
If rating < AI_MinScoreToTrade
→ Commerce is skipped. -
If commerce is allowed:
-
Order is positioned utilizing the unique EA logic.
8. Methods to Modify AI Settings Safely (Non-Tech Information)
Need fewer however higher-quality trades?
Need extra trades?
Need safer long-term efficiency?
Ultimate Message for Customers
Aurum Pivot Professional AI shouldn’t be about predicting the market.
It’s about deciding when NOT to commerce.
By adjusting these parameters, you management:
-
how selective the system is
-
how capital is distributed
-
how a lot unhealthy market noise is averted
You don’t want to grasp code.
You simply have to determine how strict you need your buying and selling system to be.
