Quant X Tribe (Next Level)
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A living lab where investors journey through QUANT via IBOT → Ideation, Backtest, Optimize, Trade.

We stand for:
Risk before reward | Data before opinions | Tribe before self

Disclaimer: Educational only, not financial advice.
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2026 Outlook scenarios

Source: J.P Morgan Global Economics

Whats your take?
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🐉 NEW STRATEGY DROP — Night Fury

We tested 13,120 earnings trades over 17 years.

Three straddle timings were studied.
Only one actually worked.

Not direction.
Not prediction.
Timing.

This is the Night Fury Strategy — fast, precise, active only during the earnings window where volatility truly shows up.

Inside the full breakdown:

• Why most earnings trades fail
• The only timing window with positive expectancy
• Real stats: win rate, drawdowns, and why sizing matters
• How quant traders think about strategies like this

👉 Read the full newsletter here

To your growth,
Team Quant X
Where Data Becomes Alpha
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🎅 80% Win Rate. 1.3% Avg Gain. The "Real" Rally.

Markets are sliding and the Fed is hawkish. But is the year-end rally dead?
No. You’re just looking at the calendar wrong.

Don't panic over the mid-December red candle. Historical data shows the S&P 500 posts positive returns 80% of the time during a specific 7-day window that hasn't started yet.

We broke down 75 years of market data to find the exact dates where the edge exists.

Inside:
• The exact dates for the "Santa Window" (Hint: We aren't there yet).
• Why Gold is screaming "Buy" while Tech bleeds.
• How to position for the final trading days of 2025.

👉 READ FULL ARTICLE HERE

To your growth,
Team Quant X
Where Data Becomes Alpha
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They say history doesn’t repeat, but it rhymes. 📉

In 1929, Joseph P. Kennedy Sr. saw the crash coming when everyone else was chasing hype. While the world panicked, he pivoted—and built a fortune that lasted generations.

Fast forward to 2025: Tariffs are at 17.9%, volatility is back, and the crowd is confused. 

You don’t need a crystal ball to survive this market. You need a probability model. 🧠

In our latest video, we break down:

▪️ The specific mindset Kennedy used to beat the Depression.
▪️ Why "0DTE" is the modern equivalent of his strategy.
▪️ The "Tony Stark Rule" for risk management.

Stop trading the headlines. Start trading the math.

🎬 Watch our latest video here!

To your growth,
Team Quant X
Where Data Becomes Alpha
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Hey Quant X Tribe,

Tonight, we’re putting two very different money philosophies head-to-head.

Eric Chiew
believes in Bricks — property, leverage, patience, tangible assets.

Sean Seah believes in Data — markets, probabilities, systems, numbers that don’t lie.

Same year.
Same market environment.
Very different approaches.

So the question is simple:

Who actually made the most in 2025?


And the more uncomfortable question:
Which approach is better positioned for 2026?

Tonight, they won’t just share results — they’ll argue their case:

- Why their approach worked

- What the other side gets wrong

- How they’re planning their next moves

You don’t need to pick a side.
But you should listen — because the way they think might change how you plan your own money.

📅 Tonight
🕗 8–9 PM (GMT+8)
📍
Click here to join

Come watch the clash.
Then decide what makes sense for you.

To your growth,
Team Quant X - Where Data Becomes Alpha
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Precious Metals Volatility: What GARCH Models Tell Us for 2026

With precious metals showing elevated IV heading into year-end, I ran a GARCH(1,1) analysis on Gold, Silver, Platinum, and Palladium.

Methodology: 500+ days of data | GARCH(1,1) with Student-t distribution | 30-day volatility forecasting

Key Findings:
Two Volatility Clusters:
Monetary metals (Gold Silver): 0.55 correlation
Industrial PGMs (Platinum Palladium): 0.58 correlation

Current Regime vs Long-Run:
- Gold: 0.85x (calm)
- Silver: 1.26x (elevated)
- Platinum: 2.39x (very high)
- Palladium: 2.12x (very high)

Persistence (based on models):
Silver: 50-day half-life → Will PERSIST into Q1 2026
Platinum/Palladium: 2-3 day half-life → Rapid normalization expected

Takeaway: Not all "high IV" is equal. Platinum & Palladium spikes should normalize within 2 weeks. Silver's elevated volatility may persist through Q1 2026.

Disclaimer: Educational purposes only. Not financial advice. GARCH models are backward-looking with inherent limitations.
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2 Jan 2026 — a quick reflection for investors.

2025 didn’t break markets — it exposed portfolios.

Many investors went into last year relying on one main engine: equities, a favourite sector, or a single strategy that worked before.
But as markets rotated, returns became patchy, timing got harder, and many “diversified” portfolios started moving together when volatility picked up.

It became clear that relying on just one way to make money leaves very little room for error.

That’s why we’re flagging Invest360 (Turning Knowledge into Real Wealth) — a session focused on building a more balanced, multi-asset portfolio that can carry through different market cycles.

You’ll also hear from our Founder & Sponsor of Quant X Club, Sean Seahnow Portfolio Manager of the Alpha Quant Index — sharing how systematic, data-driven investors think about portfolio construction going into 2026.

If you’re actively investing this year, this is worth a listen.

👉 Register here:
https://www.togethernextlevel.co/invest360?utm_source=sean
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🤖 Build a Robot That Trades for You

Hey Quant X Tribe!

Ever noticed this pattern?

You know your setup.
You know your rules.

But somehow you still:
• hesitate
• enter late
• exit early
• or don’t take the trade at all

Then you watch it work… without you 😮‍💨

We’ve been there too.

The painful truth we learned:
👉 The problem wasn’t the market.
👉 It was manual execution.

That’s why we stopped trying to be “more disciplined” —
and started building a system instead.

A trading robot isn’t AI magic.
It’s simply:
• your rules
• your risk
• your logic

…executed without emotion.

If you want 2026 to be the year you stop screen-watching and second-guessing,
we’ll show you step by step how to build your own trading robot using the B.O.T system.

👉 Click here to register now!

To your growth,
Team Quant X - Where Data Becomes Alpha
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🖤 Riskless Options? Sounds Fake — Until You See This Payoff

Blessed New Year 2026, Quant X Tribe.

We’re kicking off the year with a structure that made us pause and double-check the payoff graph.

Same iron condor idea.
One structural change.
And at expiry… the loss zone disappears.

Instead of guessing direction, this setup reshapes the payoff itself — profit varies, but there’s no red zone on the expiry graph.

We call this structure Blackbird.

🛩 Quiet.
🧠 Engineered.
📐 Structure over prediction.

We broke down the full concept (with visuals) in today’s newsletter — plus there’s a New Year gift at the end for those who want to go deeper.

👉 Click here to read now

To your growth,
Team Quant X - Where Data Becomes Alpha
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🚨 Before Alpha Trading Cup Starts (15 Jan)

Gold (XAUUSD) just ran from ~$2,600 → $4,400 in a year.

Huge move.
Yet most traders still struggled.

Why?
Because volatility breaks execution if you don’t understand the market environment.

That’s why, before Alpha Trading Cup begins, we’re inviting you to a premium partner session this Monday.

📅 Next Level Academy
Genesis Enhanced Masterclass

🗓 Monday, 12 Jan 2026, 7.30pm

You’ll learn:

- How professionals interpret price in high-volatility markets

- How to spot structure that can later be systemized

- How to approach gold with rules, not reactions


This is not about manual trade calls.
It’s about preparing for systematic execution.

👉 Register here (12 Jan)

Final prep before execution begins.
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⚡️ Anti-Blackbird: What We Use When Markets Refuse to Behave

Hey Quant X Tribe,

We were on Zoom, training through Blackbird,
when one of our Quant X Club members sent in a trade he had just built on the spot.

Different structure.
Opposite logic.

Instead of betting on quiet markets, this setup only works when price moves hard.

Same options toolbox.
Completely inverted intent.

We call this idea Anti-Blackbird.

🌪 Built for expansion
📈 Designed for movement
🧩 A portfolio complement — not a replacement

We broke down the full concept (and why it matters for portfolio thinking) in today’s newsletter.

👉 Click here to read now

To your growth,
Team Quant X — Where Data Becomes Alpha
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Alpha Trading Cup Kick-Off 🚀

This Thursday, we’ll show you step by step how to build and run a trading robot in MT5.

No coding. No jargon. Just a clear process you can follow.

🗓 15 Jan | Thurs | 7:30pm
👉 Register:
https://zoom.us/meeting/register/hl--V5FNTCSbVEbSqY2myQ
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🧠 From Intuition to Algorithms: What Exactly Is Quant X Club?

Most retail investors still trade on instincts, headlines and hope.

At Quant X, we believe the future belongs to systems, not feelings.

Quant X Club is where everyday investors learn to think like quants: no hype, no guesswork and no coding required.

Inside, 3,000+ of our members are:

📊 Studying rule-based systems
⚙️ Testing + deploying real strategies
🧪 Seeing what works (and what doesn’t)
🙋 Guided weekly by our CIO & Fund Manager Glen Ho


If you’re ready to upgrade how you invest:
👉 Follow us on LinkedIn
👉 Read the full post + discover how to enter the Club:

https://www.linkedin.com/feed/update/urn:li:activity:7417025790510284800

To your growth,
Team Quant X — Where Data Becomes Alpha
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Alpha Trading Cup Kick-Off 🚀

Tonight, we’ll show you step by step how to build and run a trading robot in MT5.

No coding. No jargon. Just a clear process you can follow.

Starting at 7:30pm sharp!
👉 Zoom link: https://zoom.us/meeting/register/hl--V5FNTCSbVEbSqY2myQ
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Forwarded from Alpha Trader Club
📂 Resources from Tonight’s ATC Session with Dr Christine

Thanks everyone for joining the session earlier.

Here’s the shared folder with the materials covered:
👉 Google Drive:
https://drive.google.com/drive/folders/1GrPzNnIpzu0-cI8e4M9gfOAa0qg4eToN?usp=sharing

🏆 ATC 2026 Registration & Leaderboard Access
If you haven’t registered yet, you can do so here and access the leaderboard:
👉 https://atc.alpha-techlab.com/

🗓 Next ATC Session — Save the Date
29 Jan 2026 (Thu) | 7:30 PM

🎤 Jaz — Why 90% of Day Traders Fail in 90 Days (And How TAD Fixes Their Fatal Mistake)

🚀 All the best and start building your bots! 🤖
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⚡️ F/A-18 Hornet: The 7DTE Strategy We’re Stress-Testing

Hey Quant X Tribe,

Last week, we revisited a 7DTE weekly options strategy that initially looked… comfortable.

Clean backtest.
Consistent structure.
The kind of setup many traders would happily run every week.

But that’s exactly why we slowed down.

Because weekly strategies don’t fail when markets are calm —
they fail when conditions quietly change.

So instead of asking “Does this work?”
we asked a better question:

“What happens when this is stress-tested?”

That’s the mindset behind F/A-18 Hornet.

🛩 Built for changing conditions
📊 Focused on structure, not surface results
🧠 A lesson in robustness — not blind consistency

We broke down the exact 7DTE structure, why first backtests can mislead, and how we stress-test weekly strategies properly in today’s newsletter.

👉 Click here to read now

To your growth,
Team Quant X — Where Data Becomes Alpha
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🤔 Still trading manually in 2026?
That’s exactly why most retail traders never scale.

Markets today are dominated by algorithms, execution speed, and systems that don’t hesitate.
If you’re still clicking buy/sell by hand, you’re not “early” — you’re already behind.

That’s why we built Alpha Trading Cup 2026.

This isn’t a demo challenge.
This isn’t a paper competition.

It’s live CFD trading across Gold, FX & Indices — real volatility, real capital constraints, real performance tracking.

Participants compete using Expert Advisors (EAs) on MT4/5: fully systematic bots designed to execute rules with discipline, not emotion.

Whether you build your own EA or compete via copy trading, this is where strategies get exposed — or proven.

Why serious traders are entering:
🏆 $12,000 USD prize pool (Alpha + Copy Trading)
🧠 Hedge funds scouting the live leaderboard
💰 Up to $10,000 trading credits (qualified participants)
🎖 On-stage awards — May 2026

📅 15 Jan – 15 Apr 2026


This isn’t about prediction.
It’s about process, robustness, and execution under pressure.

🔥 Want to stop trading manually and start competing like a quant?

👉 Learn to build and deploy real EAs here

To your growth,
Team Quant X — Where Data Becomes Alpha
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🚨 Hot take for 2026 traders

If you’re still trading on news, gut feel or vibes then you’re already behind!

Markets today are driven by rules, probabilities, and algorithms - not opinions.

We broke this down clearly in our latest IG reel 👇
https://link.alpha-techlab.com/qxig13

Watch it. Then ask yourself: are you trading the market, or trading noise?

To your growth,
Team Quant X — Where Data Becomes Alpha
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⚡️ Why “One Good 0DTE Strategy” Is a Hidden Risk

Hey Quant X Tribe,

Most 0DTE traders ask the wrong question.

It’s not “Which strategy works best?”

It’s “What breaks when volatility changes?”

0DTE strategies don’t fail slowly. They fail when regimes shift and running a single setup concentrates risk on the same days.

Inside Quant X, we think in portfolios, not trades:

• Different volatility regimes
• Different strategy behaviours
• Different failure modes


That’s how you survive when markets stop behaving.

👉 Read the full breakdown here

To your growth,
Team Quant X — Where Data Becomes Alpha
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Why 90% of Day Traders Fail in 90 Days

Hey Quant X Tribe,

Most day traders don’t fail because they lack effort, they fail because they use one strategy for every market.

Trending, sideways, choppy… same approach, same mistakes, faster losses.

In this week’s newsletter, we break down why this structural error wipes out most traders within 90 days and how a simple two-tool framework used by professionals helps you adapt instead of force trades.

👉 Read the full breakdown here

To your growth,
Team Quant X — Where Data Becomes Alpha
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