I found a GitHub repository with the most comprehensive Crypto UP DOWN market prediction system on Polymarket

Instead of trying to guess a single price, AI models generate 1000 full Monte-Carlo simulated price paths

This gives a much more realistic probability distribution for trading on Polymarket

synthdataco/synth-subnet is a subnet where AI models don’t make simple directional predictions. Instead, they compete to create complete probability distributions of future price movement

Repo: github.com/synthdataco/synth-subnet

> How it works

Validators send a task to the miner with the following parameters:

• asset (BTC, ETH, SOL, etc.)
start_time
• time_increment (usually 5 minutes)
• time_horizon (1 hour or 24 hours)
• num_simulations (usually 1000)

The miner has until the start_time to return 1000 complete price paths - not a single number, but a full trajectory of price movement

> Quality Evaluation

They use CRPS (Continuous Ranked Probability Score) - one of the best metrics for evaluating probabilistic forecasts. It penalizes both poor calibration and distributions that are too vague or too overconfident

If you’re building a trading bot, probability-based strategies, or AI agents for Polymarket, then #SynthdataCo have created one of the most interesting and technically solid repositories in this space right now

$SPCE

Everyone laughed at Virgin Galactic for years…

But suddenly the story is starting to change again.

The company just confirmed:
✅ First SpaceShip advancing through ground testing
✅ Flight testing on track for Q3 2026
✅ First spaceflight expected Q4 2026
✅ Cash position still strong at $251M
✅ Operating expenses dropping sharply
✅ Net losses improving
✅ EBITDA losses shrinking
✅ Cash burn significantly reduced
And now the chart is quietly breaking out of a multi-month downtrend with MASSIVE volume returning.
This is what makes $SPCE dangerous:
The market cap is only ~$294M…
but the brand recognition is GLOBAL.
The second retail realizes:
→ flights are moving closer
→ spending is declining
→ survival odds improve
→ commercial operations approach
…the “dead company” narrative disappears FAST.
And when hated names start recovering from extreme pessimism…
the upside moves can become explosive.
The setup now looks very clear:
Break the downtrend.
Break through $3.30-$3.50.
Then momentum traders start piling in.
Space tourism narrative + improving fundamentals + returning liquidity = one hell of a combination. 🌌🔥

Exactly why patience matters. 👀

$SIDU went from “dead chart” to reclaiming the entire setup in days.

Now:
✅ Back above key reclaim zone
✅ Momentum turning back up
✅ RSI recovering hard
✅ TTM expansion attempting to fire again
✅ OBV holding elevated = accumulation still there

This is what strong small-float names do…
They look quiet — until they suddenly aren’t.
$6.00 coming soon

$GRDX

When you know what you are doing, stay focused and have PATIENCE.

Called this one while it was tightening inside the wedge… now the breakout is unfolding EXACTLY as expected.

From compression → to expansion.
From fear → to momentum.
Now:
✅ Descending resistance broken
✅ RSI pushing into momentum territory
✅ TTM Squeeze expanding
✅ Buyers clearly in control
✅ Nearly +80% upside projected on chart
✅ Small-cap momentum starting to wake up

This is why technical analysis matters.
The market rewards patience before it rewards hype.

$SKYQ 👀

This chart is starting to look VERY interesting after the brutal selloff from $19.

Now:
✅ Panic selling appears exhausted
✅ Buyers defending the $2.35-$2.50 zone
✅ Strong bounce off support
✅ RSI curling up from oversold conditions
✅ Market cap under $10M
✅ Previous squeeze history proves this thing can move FAST
This is exactly the type of setup momentum traders start watching closely:
→ extreme washout
→ capitulation
→ base formation
→ reversal attempt
And if volume returns…
There’s a LOT of air above current levels.
Tiny caps can become explosive once sentiment flips

$ZSQR is now entering the kind of territory where shorts historically become dangerously overconfident.

This is:
⚠️ a micro float
⚠️ deeply oversold
⚠️ sentiment exhausted
⚠️ retail interest washed out
⚠️ while the broader AI infrastructure narrative keeps accelerating across the market.

Meanwhile the company continues positioning around:
⚡ compute infrastructure
⚡ power-driven operations
⚡ energized capacity
⚡ AI-ready infrastructure

The market keeps talking about:
→ compute shortages
→ power bottlenecks
→ exploding AI demand
→ infrastructure scarcity

Yet names connected to that theme at smaller caps continue being aggressively pressured.

History has shown many times what happens when crowded shorts meet renewed narrative momentum on low-float names.

At these levels, risk/reward starts becoming very asymmetric.

#ZSQR #AIInfrastructure #Compute #DataCenters $SPY $QQQ $NVDA $NBIS $IREN

One image that explains the next trillion dollar industry better than any analyst report.

Building a humanoid robot requires an 8-layer supply chain most people have never thought about:

Energy ($UUUU, $OKLO) → Chips ($TSM, $AMD, $NVDA, $ASML) → AI models ($GOOG, $TSLA) → Data centers ($CRWV, $IREN, $NBIS) → Servers ($DELL, $CLS, $CSCO) → Sensors ($ADI, $OUST, $CGNX) → Batteries ($QS, $ABAT) → Testing ($TER)

The companies supplying AI infrastructure saw $318 billion in spending last year alone. That doubled from the year before.

Now add the robotics demand on top. Tesla is converting its Fremont factory from cars to robots. Figure AI just helped BMW build 30,000+ vehicles with humanoid workers.

The robots are here and the supply chain to build them is investable today.

#earnings for the week of May 18, 2026

$NVDA $ELF $ADI $NIO $INTU $BIDU $DECK $HD $BULL $WMT $DE $VFC $VRT $KEYS $ZIM $ZM $TTWO $TGT $CAVA $AGYS $TOL $WDAY $LOW $ARCO $TOYO $URBN $WMS $AS $HAS $CPRT $GDS $SBLK $NDSN $FATN $STEP $RL $AAP $ECC $NRXP $TJX $LSPD $BJ $HLNE $BAH $AUNA $DAVA $RERE $CCIF $YMM $CGEN

Next week’s earnings is all about 𝗡𝘃𝗶𝗱𝗶𝗮 🤖🔥 $NVDA

Will they crush earnings once again and send AI stocks even higher? 📈
Or could one weak number shake the entire market? 📉

$NVDA/USD H2 #Indicator #Signal #Trading #GlobalOneAI

THE SWISS NATIONAL BANK OWNS $173.8 BILLION IN U.S. STOCKS 🇨🇭

That is equivalent to 19% of Switzerland's entire GDP

Here are their biggest positions:

Nvidia $NVDA: $12.4B
Apple $AAPL: $10.9B
Alphabet $GOOGL: $9.0B
Microsoft $MSFT: $7.7B
Amazon $AMZN: $5.9B
Broadcom $AVGO: $4.1B
Meta $META: $3.7B
Tesla $TSLA: $3.1B
Eli Lilly $LLY: $2.2B
Exxon $XOM: $2.1B

46.6% of the entire portfolio is in technology stocks alone

Every data center, LNG terminal, and gas power plant being built right now needs one of these three machines.

The 3 H-class platforms competing for the largest power buildout in a generation:

⚡ GE Vernova 9HA.02
838 MW | 64.1% efficiency | 88 MW/min ramp | <30 min hot start
178+ units deployed | 3M+ operating hours

⚡ Siemens Energy SGT5-9000HL
~880 MW | >64% efficiency | >600°C steam conditions
The thermodynamic frontier of this class

⚡ Mitsubishi Power M701JAC
840 MW | >64% efficiency | 50% turndown
Reliability-driven, maximum operational flexibility

Risk-adjusted final ranking:

🥇 GE Vernova 9HA.02 fleet scale, operational maturity, execution certainty
🥈 Siemens SGT5-9000HL best engineering and thermodynamic design
🥉 Mitsubishi M701JAC best balanced, conservative reliability approach

Qatar is offline.
Russian gas is sanctioned.
Iran is at war.

American gas 110 BCF/day is the only large scale, stable supply left standing.

And domestic demand is about to surge on top of that.

By 2035, US data centers alone will consume 6.5 BCF/day — 10% of today's entire US output, added on top just for AI.

18.7 GW of new CCGT capacity going in by 2028.

Every gigawatt needs one of these machines.
Every machine needs gas.
Every molecule needs infrastructure to move it.

The turbine decision and the midstream decision are the same decision.

One turbine OEM owns that answer on the power side.

One midstream operator is positioned to own it on the infrastructure side.

We need to mine as much copper in the next 25 years as we did in the past 125... at 1/10th the grade.

The trade long the metal, long Freeport is already crowded....

So where is the real AI copper trade actually hiding?

This AI workflow will completely revolutionize how you trade.

If I had this years ago, I literally would've printed money.

In the right hands, this article is dangerous:

$OKLO $SMR $LEU $CCJ $UUUU | Goldman Sachs updates its nuclear model to include Small Modular Reactors, projecting a 17% upside in global Uranium demand.

Driven by AI data centers and a $1.1T SMR market opportunity by 2035, Goldman sees a structural nuclear resurgence.

$PL $RKLB $ASTS $VOYG $RDW | SpaceX shareholders approve a 5-for-1 stock split, adjusting the fair market value per share to $105.32 from $526.59.

The structural move increases liquidity and lowers the barrier for retail investors ahead of the anticipated June IPO.

47 leading names trading above $100M dollar volume and all major moving averages, all closing positive intraday today.

$RDW — Aerospace & Defense
$SATL — Aerospace & Defense
$FIGR — Capital Markets
$NOK — Communication Equipment
$DELL — Computer Hardware
$P — Computer Hardware
$STX — Computer Hardware
$WDC — Computer Hardware
$BLDP — Electrical Equipment & Parts
$FCEL — Electrical Equipment & Parts
$PLUG — Electrical Equipment & Parts
$VRT — Electrical Equipment & Parts
$OUST — Electronic Components
$TTMI — Electronic Components
$OSCR — Healthcare Plans
$KEEL — Information Technology Services
$VNET — Information Technology Services
$WRBY — Medical Instruments & Supplies
$SEI — Oil & Gas Equipment & Services
$VG — Oil & Gas Midstream
$AXTI — Semiconductor Equipment & Materials
$ALAB — Semiconductors
$MRVL — Semiconductors
$MXL — Semiconductors
$NVTS — Semiconductors
$SMTC — Semiconductors
$UMC — Semiconductors
$VSH — Semiconductors
$DDOG — Software Application
$FROG — Software Application
$BB — Software Infrastructure
$CORZ — Software Infrastructure
$CRWD — Software Infrastructure
$DOCN — Software Infrastructure
$NBIS — Software Infrastructure
$PANW — Software Infrastructure
$S — Software Infrastructure
$ENPH — Solar
$FSLR — Solar
$SEDG — Solar
$SHLS — Solar
$SOLS — Specialty Chemicals
$BW — Specialty Industrial Machinery
$LUMN — Telecom Services
$SATS — Telecom Services
$KNX — Trucking
$FLNC — Utilities Renewable

Calculates trading lot sizes based on risk tolerance

github.com/EarnForex/PositionSizer

How to master AI in under 30 days (FULL roadmap):

Two Separate Income Streams for Your Market-Making Bot on Polymarket (And How to Stack Them)

Most people think market making on Polymarket = earn the spread

That's only half the picture. There are actually two separate programs paying you simultaneously - and most bot devs are only plugged into one of them

> Program 1: Liquidity Rewards

Pays you for having limit orders sitting near the midpoint - your order doesn't even need to get filled. Scoring runs every minute via a quadratic formula:

score = size × (1 - |price - midpoint|)²

The closer to the midpoint, the higher your score. Each eligible market has its own daily reward pool, your cut is proportional to your score vs other makers in that market.

> Program 2: Maker Rebates

Funded by taker fees. When your resting order gets hit, the rebate is calculated as:

rebate = (your_fee_equivalent / total_fee_equivalent) × rebate_pool

Paid daily in USDC, proportional to your share of executed maker volume per market. Minimum $1 USDC to trigger payout

These two stack. Here's the logic of a single resting order:

- Order sits near midpoint → Liquidity Rewards accumulate every minute
- Order gets filled → Maker Rebate paid + spread captured

Both triggered by the same order. That's the point

> Bot strategy

Post two-sided quotes (bid + ask) at 1–2¢ from midpoint on eligible markets

While orders rest, LR scoring runs. When a taker hits you - spread + rebate fire simultaneously

At ~$10k deployed capital in current conditions: $30-80/day from Liquidity Rewards alone, rebates on top depending on fill volume

A well-architected maker bot on Polymarket 2026 doesn't choose between programs - it runs all three outputs from one resting order: spread + rebates + liquidity rewards simultaneously