Playbook: how to start learning AI
1. Understand what AI actually is
- the difference between AI, machine learning, etc.
- watch 3Blue1Brown's neural network series on YouTube
- read a plain-language explainer on how LLMs work
2. Get comfortable with Python
- python is the language of AI
- you need enough to manipulate data and run models
- focus on lists, dictionaries, loops, functions, and basic file handling
- Google Colab lets you run Python in a browser with zero setup
3. Understand how LLMs work
- read about the transformer architecture at a high level
- focus on attention, tokens, and c

Remember the housing crisis in 2007?
Many instances where markets got swept up in euphoria, and everything came crashing down right after.
Here are a few big ones:
→ 1989
Japan's stock market peaked at ¥38,915, then lost 63% over three years. It took until 2024 to get back to the same ATH.
→ 2000
The internet was going to change everything. Nasdaq hit 5,048, lost 77% by 2002. Took 15 years to recover.
→ 2007
U.S. house prices climbed for years on easy credit and the belief that property never goes down. Case-Shiller fell 33% by 2012, taking the global financial system with it.
→ 2017
Everyone

📊 S&P 500 $SPX hits most oversold level in 24 months.

$SUI is Being Accumulated so Perfectly that $10 Feels like it's Already Written in the Chart.
Entry: $0.90-$0.60
Target: $5 → $10 → $20
Bookmark and Share with your Friends.
NFA & ALWAYS DYOR

【MYX Signal】Long: 4H Massive Breakout + Sustained Capital Inflow, Main Uptrend Confirmed
Data reveals core contradiction: Price completed a violent breakout of the long-term downtrend at the 4-hour level, with trading volume and open interest (OI) providing dual verification.
4H candlestick shows that during the 03-15 04:00 to 08:00 two periods, price surged from 0.3628 to a high of 0.5164, with cumulative trading volume reaching 162.6 million, over 25 times the average of previous periods. Meanwhile, open interest (OI) remained stable at 22.38 million, indicating that new capital is for genui

#VanEckCryptoETFJoins401kPlan
#VanEckCryptoETFJoins401kPlan
The integration of digital assets into traditional financial systems continues to accelerate, and recent developments signal a significant milestone for the crypto ecosystem. The inclusion of crypto-focused exchange-traded funds offered by VanEck within 401(k) retirement plans in the United States represents a new phase in the institutional adoption of digital assets.
This step was made possible through a strategic collaboration with fintech firm Basic Capital. Through this integration, crypto-related investment products have been ad

$SOL is consolidating below resistance after a strong impulsive move, showing signs of range formation.
If price holds above support and reclaims 90–92 zone, upside momentum can expand towards higher levels.

RT @KhairulOneX: Good Morning friends ☀️
Just say " gm👋
Follow me & we will follow you 🤝

$BICO is testing the lower boundary of its descending channel on the 2D chart.
Price is bouncing from support while momentum begins to build. If this structure holds, the setup could push price toward the $0.22 region.
Channel resistance is the next key level to watch.

Commodity vs Agricultural Product Price Ratio
Agricultural products are also about to rise
The Third World will starve to death a batch, people will resort to cannibalism

March 15 24H AI News Roundup
1. AI agents demonstrate remarkable revenue-generating potential, with cases showing them waking users at dawn and earning over 310,000 CNY in a single day through automated operations, sparking heated discussions about AI applications in financial trading.
2. Three core standards for building stable AI agents have triggered community discussion, with focus directed toward clear configuration principles rather than documentation quantity, providing practical guidance for developers to optimize workflows.
3. Anthropic @AnthropicAI launched a completely free Claude L

Most bullish thing I've seen all day 🔥

$OPUL five 0️⃣ coming soon

JUST IN : 🚨 ELON Musk posted again "All jobs will be optional. There will be universal high income."
#crypto

$TRUMP Over the past two days, it has surged from 2.7 to 4, a gain of over 30%.
The reason is simple: the project team announced they would hold an "exclusive dinner for major holders," saying Trump himself might possibly attend, and then the coin price went up.
It's "might" attend—the White House hasn't confirmed it, and the project team itself left themselves an out saying if he doesn't come they'll issue NFTs instead.
Back in January when TRUMP coin launched, the price surged from 1 to 75. That was when Trump had just taken office—it was a real hot spot. Now it's already down 96%, and this

#IranSetsClearCeasefireConditions
Iran has outlined clear conditions for a potential ceasefire, emphasizing the need for respect of sovereignty, an immediate halt to hostilities, and guarantees to prevent further escalation. Officials stated that any lasting peace must address the root causes of the conflict and ensure stability in the region.
The announcement signals Iran’s stance that dialogue and diplomacy are possible—but only under fair and balanced terms. The international community is now closely watching how other parties respond to these conditions.
Peace requires accountability, mutu

An interesting structure is forming in Bence $POL chart.
While price continues to make new lows, RSI is making higher lows on the momentum side.
In other words, momentum is not declining at the same rate as the price decline.
In technical analysis, this is generally called positive divergence.
So there is still selling pressure, but its strength is not increasing like before.
At the same time, price has been moving within a descending squeeze structure for a long time. These types of structures can sometimes form toward the end of a trend.
This alone is not a guarantee of a reversal.
But some

Fiat clown world moment of the day:
Bitcoin is now showing up in in-flight entertainment
At this point the orange pill is literally everywhere except your portfolio ⚡