O.S.E

Crypto market structure is hierarchical: BTC dominates → ETH follows → L2s follow ETH → small caps follow narratives. This is a tree. Embedding it in hyperbolic space preserves the hierarchy naturally.

Excellent read, we as humans are often affected by the "Secret sauce" syndrome.

BMW looking undervalued atm

Ecobank(ETI) prepping for a dip???

Can you say it's a form of intelligence? Well, come to think of it, current AI systems are engineered to work the same way, but they still lack self-awareness

Does "metacognition" directly translates to control or just makes you think you are in control?

Firing of staff will happen first with companies that know they were over staffed to begin with and are getting nervous about those that are lean and use AI to compete. AI isn’t just making workers redundant in certain spaces but it’s exponentially increasing competition. When moat barriers drop across some of the metrics, it becomes a proactive step to secure some cash flow in the short to mid term. It is not just an efficiency change, it is forcing the hand of those that should have made changes already. The new business models will have less middle layers of bureaucracy. Pivots will be frequent and a lean business is simply better adapted for the sharp turns that will be needed.

A #trading system is a model of models.

The smartest people in the world are selling their companies at the exact same time SpaceX. OpenAI. Databricks. Anthropic. All rushing to IPO in 2026. Combined valuation: over $2.5 TRILLION They're not selling because they need money. They're selling because they see something coming. The last two times this happened? 2000 and 2021. NASDAQ crashed 78%. 95% of IPO investors lost everything. Something satisfying about watching this pattern repeat in real time... The Fed just started printing $40 billion per month. Not next quarter. Already happening. That's $480 billion this year being pumped into a banking system that's quietly cracking. Bank reserves hit a 4 year low. The Fed's emergency lending window hit record usage. Banks were so low on cash they had to borrow emergency money at year end. Stress signal. Fed panicked. Started the printers. But here's the part that actually matters for your portfolio: When the Fed prints, asset prices go up. Stocks rally. Valuations go insane. And smart money sees the perfect window to exit. That's exactly what's happening right now. SpaceX preparing a trillion dollar IPO. That's 60x their estimated revenue. Bigger than Indonesia's entire economy. Largest IPO in history. OpenAI wants a trillion dollar valuation too. Hottest AI company in the world. But if it's such a great long term investment... why are the early investors so eager to sell to you right now? Databricks at $134 billion. Anthropic pushing $350 billion. All AI. All insane valuations. All rushing to the exit at the same time. Funny how that works. This pattern has played out twice in 25 years. 1999. 457 IPOs in one year. Every company had ".com" in the name. Stocks doubling daily. Companies with zero revenue worth billions. 86% of these IPOs were losing money. Nobody cared. "The internet changes everything. Old rules don't apply." Then NASDAQ dropped 78%. $5 trillion gone. Pets. com, Webvan, eToys... vanished. 2021. Fed printed $4 trillion. Tech went insane. Roblox, Bumble, Rivian, Coinbase. Everyone buying. Rivian raised $12 billion with practically zero revenue. Worth more than Ford and GM combined. Because it was "the next Tesla." You could have just bought Tesla but that's a different story. By 2023 only 5% of companies that listed were trading above their IPO price. 95% of people who bought IPOs in 2020 and 2021 lost money. The frenzy wasn't coincidentally near the top. It WAS the top. Here's what most people don't understand about founders and early investors... These are some of the smartest people in the world. They don't sell randomly. They wait for the perfect window. Stock prices high. Investors optimistic. Money flowing. Valuations disconnected from reality because "this time is different." That window is wide open right now. Problem is... the perfect window is usually right before everything reverses. They're not honoring you by letting you buy their shares. You're their exit liquidity. You give them cash so they can buy another island. The timeline is actually pretty predictable once you see it. Stage 1 already happened. Economy showed weakness. Banks needed reserves. Fed cut rates. Fed started printing. Stage 2 is now. New money flooding in. Stocks rallying hard. Valuations going insane. Everyone feeling like a genius. Stage 3 is coming. Major IPOs launch. Excitement peaks. Retail buys everything. Music stops. There's a 6 month lockup after IPOs. Founders and early investors legally cannot sell for 6 months after listing. So if SpaceX and OpenAI IPO early to mid 2026... the insider selling wave hits late 2026. Right around midterms. Right when uncertainty peaks. Presidential cycle data backs this up. Year 2 of a presidential term is historically weak. Pattern has been 90% accurate since 1933. What I find interesting is nobody talks about the basic math. 5,000 stocks already listed in the US. Years of audited returns. Years of proof management does what they say. A new IPO has none of that. No track record. No proof. Just promises and a pitch deck. Why would that one new stock deserve more attention than the other 5,000? It doesn't. Risk reward is garbage. Insiders know more than you. They're selling for a reason. Market will probably go higher before it goes lower. Money printing does that. But the smartest people in the world are preparing to sell you their companies at the highest valuations in history. They see something. They're positioning. Whether you see it too is your choice. WARNING SIGNALS (save this): - Multiple trillion dollar IPOs launching - IPOs popping 50 to 100% on day one - Retail asking "did you get the allocation?" - ARK and speculative stocks falling while S&P holds - 6 months post major IPOs (lockup expiring) - Midterm uncertainty - Fed signals slowing the printers You can track most of these signals manually. Or use something like TradeVision to watch institutional dark pool activity and see when big money starts heading for the exits. HISTORICAL ACCURACY: - 1999 to 2000: IPO frenzy then 78% crash - 2021: IPO frenzy then 95% of buyers lost money - Presidential year 2: weak markets, 90% accurate since 1933

Geometric-Statistical Complementarity: TDA captures nonlinear structure invisible to traditional statistics, while Bayesian methods provide the probabilistic rigor needed for decision-making under uncertainty.

Your job is to search to build ups(volatility compressions) and wait

Trying to understand market structure from the lens of TDA, decided to build a structural break detector, then align it to major events to see if it could catch any. #vibetrading

- Strategy adds more coins to it's pool - ASST and SMLR merger - High-flyer(the parent company of deep seek) delivers 56.6% fund returns in 2025 - The birth of vibe trading #vibetrading

Is smart money still rotating sectors or there is just enough liquidity to go round?

A whale opens a short and a flash crash occurs on one of pancakeswap's pools?? 🤷🏾‍♂️

@ehis_io @dutchman_io Up we go from here 🤠 💪🏾

Damn! First variation is out!!! @dutchman_io🔥🔥🔥 Thanks to @seekersoftec amazing arbitrage strategy.

After 4+ years we are live... To the guys in the street 🥂

Na who don chop dey think in abstract form

Using Genetic Algorithms to Optimize maximum Profit, i.e leading to unthinkable sharpe ratios >>>>

JUST IN: JPMorgan to allow institutional clients to use Bitcoin & Ethereum as collateral.