Ghost_Trader retweeted
Earliest signs of nutritional deficiencies:
1. Vitamin A deficiency
#1 sign: Difficulty seeing in the dark
2. Vitamin B1 deficiency
#1 sign: Nervous tension
3. Vitamin C deficiency
#1 sign: Swollen or red gums with slight bleeding
4. Vitamin D deficiency
#1 sign: Bone pain
5. Vitamin E deficiency
#1 sign: Muscle weakness
6. Vitamin K1 deficiency
#1 sign: Excessive bruising
7. Vitamin K2 deficiency
#1 sign: Tartar buildup
8. Calcium deficiency
#1 sign: Chronic cough
9. Iodine deficiency
#1 sign: Breast tenderness
10. Sodium deficiency
#1 sign: Overall weakness
11. Magnesium deficiency
#1 sign: Loss of energy
12. Potassium deficiency
#1 sign: Pounding in your ears when trying to sleep
13. Selenium deficiency
#1 sign: Brain fog
14. Zinc deficiency
#1 sign: Getting out of breath upon exertion
Dr. Eric Berg, DC, not MD; information only
Ghost_Trader retweeted
POV: you start doing reverse planks every day, and now your pelvic tilt is finally going away, your stomach looks flatter and you finally feel what targeting your deep core feels like too...
Ghost_Trader retweeted
I just spent weeks handwriting a 200+ page guide on the entirety of Robotics foundations from scratch.
Featuring:
- Kinematics (Forward, Inverse Kin, Jacobians, DoF)
- Controls (PID, Force/Impedance Control, Feedforward)
- SLAM (Bayes Filters, Kalman, Particle Filters, Mapping)
- Motion Planning (Dijkstra, A*, RRT, RRT*)
- RL (MDP, Policy Gradients, PPO, Sim2Real, Value Func)
- VLA (Q/K/V, ViT, SigLIP, Diffusion/Flow-Matching)
- ACT, Diffusion Policy, UMI, LeRobot tooling
- World Model (Dreamer, VideoGen, Gaussian Splatting)
Everything to get started, for free.
Ghost_Trader retweeted
I once explained goals vs systems to my son using his room.
Every few weeks, his wardrobe and bookshelf were a mess. So he’d pull everything out and arrange it nicely. It looked great for a while.
A week later, chaos again. He hated the cycle.
Why?
Every time he took something out, he threw it back in carelessly. No structure. No consistency. So no matter how well things were arranged, the default state was always disorder.
I showed him my wardrobe.
It stays arranged for months. Not because I do big cleanups, but because every time I put something back, I put it back properly. So I never need to redo everything. The default state is order.
That’s the lesson.
Achieving a goal changes your life for a moment.
Systems change your life by default.
Most people think they have a results problem. They don’t.
When you fix things at the results level, you’re treating symptoms. Temporary relief.
When you fix the system, the outputs take care of themselves.
This applies to habits. To careers. To businesses. To life.
Don’t obsess over winning once.
Build systems that make winning the normal state.
Ghost_Trader retweeted
talked to a guy who's been trading 23 years and manages $40M
asked him what separates traders who survive from traders who blow up
his answer surprised me
it wasn't strategy. it wasn't discipline. it wasn't psychology.
"bet sizing. that's it. that's the whole game."
here's what he explained:
THE THESIS:
"I've seen hundreds of traders come through. good ones. smart ones. talented ones."
"90% of the ones who blew up didn't blow up from bad trades. they blew up from bad sizing on normal trades."
"a 1R loss at proper size is nothing. a 1R loss at 10x proper size is account death."
THE EXAMPLES:
he walked me through case studies:
TRADER A:
- excellent strategy, 58% WR
- consistently profitable for 2 years
- had a "high conviction" trade
- sized up 5x normal position
- trade lost
- drawdown was 23% instead of 5%
- psychology cracked
- revenge traded the next week
- blew the account in 8 days
"he didn't blow up from a bad trade. he blew up from a big trade."
TRADER B:
- mediocre strategy, 51% WR
- survived for 11 years
- never sized above 0.8% per trade
- took the same size on every trade
- no "high conviction" sizing
- compounded slowly but never blew up
"he's worth $4M now. started with $50k. just never killed himself with size."
THE RULE:
"every trader who blows up violates the same rule"
"they size based on CONVICTION instead of MATH"
"'this one feels right' so they go bigger"
"'I'm on a winning streak' so they go bigger"
"'I need to make it back' so they go bigger"
"conviction is how you justify stupid sizing"
THE DATA:
he showed me internal research:
traders who sized based on conviction:
- average survival time: 2.4 years
- account explosion rate: 74%
traders who sized mathematically (same size every trade):
- average survival time: 8.3 years
- account explosion rate: 12%
"it's not even close. variable sizing kills traders."
THE MATH:
he broke down why "high conviction" sizing is stupid:
"let's say you're 60% accurate on normal trades"
"let's say you're 70% accurate on 'high conviction' trades"
"sounds good right? go bigger on the 70% trades?"
"wrong. here's why:"
"at 60% accuracy with 1% risk, a 4-loss streak costs you 4%"
"at 70% accuracy with 5% risk, a 4-loss streak costs you 20%"
"and 4-loss streaks happen even at 70% accuracy"
"you FEEL more confident but the math doesn't justify the size increase"
THE SOLUTION:
"how do you size then?"
"same size every trade. no exceptions."
"what about when you're really confident?"
"same size. confidence isn't accuracy."
"what about when the setup is perfect?"
"same size. perfect setups lose 40% of the time."
"what about when you're on a winning streak?"
"same size. streaks end."
"every trade gets the same respect. the 'boring' ones and the 'perfect' ones."
THE IMPLEMENTATION:
his rules for position sizing:
1. calculate your base risk (0.5-2% depending on account size and edge)
2. that's your risk on EVERY trade
3. never size up. ever.
4. if you want more money, scale accounts/capital. don't scale risk.
"I've been trading 23 years. I've never taken a trade above 2% risk. not once."
"my biggest winners and my 'meh' trades got the same size"
"I'm not trying to hit home runs. I'm trying to not strike out."
THE TRUTH:
retail traders think they need big trades to make big money
professionals know big trades make big losses
the traders managing real money all size conservatively
they make money through VOLUME of good trades not SIZE of individual trades
if you're varying your position size based on "conviction":
you're already on the path to blowing up
it's just a matter of when
same size
every trade
no exceptions
that's how you survive
$BTC down 30% at its lowest since this tweet 💀
It never fails
$JUP getting closer to target
$0.32 🎯
When will it hit?
Then we'll have to see how it reacts.
I always wanted lows in the market to happen in April (Q2)
Replying to @fxghosttrader
$0.55 $JUP ✅✅
Still looking kinda weak though. Maybe we can go for $0.40?
Lowest I absolutely see it going is $0.32
Hmmm 🤔
Will need to wait on price for clarity. It would be nice to get one huge aggressive stop hunt next week or the next to mark the bottom at the ATL
Final target for $JUP $0.32 ✅✅
Too bad I'm still not bullish the macro market.
This is about to get interesting. I really thought by now this would look more bullish
I wouldn't even buy this with a fake demo account 💀
After a long and patient 31 days of not being in the market and safely in stables, I believe its finally time to start looking for entries
LETS GO!!
Looking to bid:
$HYPE
$JUP
$ETH
Once I get some long term confirmation of the lows I will open the buying to other ALTs
Replying to @realDonaldTrump
@realDonaldTrump bought the top in #crypto.
Time to stay patient and wait for the bloodbath that's incoming
I have a feeling we will get some nice discounts on top names soon
Damn straight.
You all made it unbearable for me to open my app last week.
"Decoupling this", "decoupling that" 💀
Learn to read a damn chart. The botton wasn't in and it still isn't in.
GETTING CLOSER......
$0.55 $JUP anyone?
$0.55 $JUP ✅✅
Still looking kinda weak though. Maybe we can go for $0.40?
Lowest I absolutely see it going is $0.32
Hmmm 🤔
Will need to wait on price for clarity. It would be nice to get one huge aggressive stop hunt next week or the next to mark the bottom at the ATL
Anyone claiming this weekly close and/or this weekly structure was bullish has no clue what they are doing on their TA
I would immediately unfollow
Although subtle, there are reasons this is not "textbook" bullish pattern
learn it and you will see instant improvement
$BTC
Now that March has arrived, give me that monthly stop hunt and lets get this bull run started!
Dont play with me and make me wait until Q2 open 😭
$BTC



















