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SK Hynix Just Raised $26.5 Billion. The Thing It Sells Is the Real AI Bottleneck.

SK Hynix's Nasdaq debut was the largest US listing ever by a foreign company. It controls roughly 60% of high-bandwidth memory, which is the actual constraint on AI compute. The harder question is whether memory has really stopped being a cyclical business, and I don't think it has.

Tech Talk News··11 min read

Latest Investing stories

Signals across stocks, real estate, and modern portfolios for operators who invest actively.

Money Market vs Savings vs T-Bills: Your State Tax Decides
Investing9 min

Money Market vs Savings vs T-Bills: Your State Tax Decides

Three places to park cash that all quote roughly the same yield. The thing that actually separates them is your state income tax rate, and almost no comparison article puts a number on it.

t-billssavings-accountsmoney-market-funds
When to Claim Social Security: The Break-Even Math
Investing9 min

When to Claim Social Security: The Break-Even Math

Claiming at 62 is a permanent 30% pay cut. Waiting until 70 is a permanent 24% raise. The crossover between them is a number you can compute in about four lines of arithmetic, and it lands almost exactly on your life expectancy, which is why the break-even is the wrong thing to optimize.

social-securityretirement-planningbreak-even-analysis
Beta in Investing Is a Slope, Not a Risk Score
Investing9 min

Beta in Investing Is a Slope, Not a Risk Score

Beta is the slope of a regression of a stock's returns against the market's. That's the whole definition. It says nothing about how risky the stock is, and once you put R-squared next to it, a 0.5-beta stock can be more volatile than a 1.8-beta one.

betacapmvolatility
The 1031 Exchange Runs on Two Clocks You Can't Pause
Investing9 min

The 1031 Exchange Runs on Two Clocks You Can't Pause

A Section 1031 like-kind exchange lets you roll the gain from one investment property into the next without paying tax this year. Almost every failed exchange fails for one of two boring reasons: somebody missed a date, or somebody touched the money.

1031-exchangereal-estatecapital-gains-tax
Short Selling Explained: Being Right Early Still Loses
Investing9 min

Short Selling Explained: Being Right Early Still Loses

Most explainers stop at 'you borrow a stock and sell it'. That skips the locate requirement, the borrow fee that floats daily, the dividends you owe the lender, the recall that can end the trade for you, and the fact that the proceeds are collateral rather than cash. The bill for all of it grows the longer your thesis takes to work.

short sellingregulation shoshort interest
Sequence of Returns Risk: Why Order Beats Average
Investing9 min

Sequence of Returns Risk: Why Order Beats Average

Two retirees can earn the identical compound return over thirty years and finish $2.7 million apart. One of them can go broke. Nothing separates them except the order the returns showed up in, and that is a much bigger deal than almost anyone budgets for.

retirementsequence-of-returns-risksafe-withdrawal-rate

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Investing reading paths

Ordered runs through one subject, from the first thing you need to the last. Each one states the position taken on it.

The big one

The AI Capex Trade

Hundreds of billions are being spent on chips, buildings and power on the bet that demand shows up. Here is where the money goes, who books it, and what breaks if the bet is wrong.

15 articles

The ladder

Start Investing From Zero

Everything you need before you buy anything, in the order it actually matters: cash buffer first, compounding second, and the cheapest possible fund third.

10 articles

The house

Housing, Rates, and Rent vs Buy

Mortgage rates do not follow the Fed, a house is a leveraged illiquid asset you also live in, and the supply shortage is structural. Work out what that means for you.

10 articles

Valuation

Read a Company Like an Analyst

A P/E ratio is a starting question, not an answer. This runs from the ratios everyone quotes down to the cash flows they are supposed to stand for.

9 articles

The numbers

Who Actually Makes Money in Real Estate

Every role in the business, with real income figures attached, then the two structures that let you own property without any of the jobs.

9 articles

Crash history

When Markets Break

Four panics in chronological order, then the indicators people reach for afterward. The mechanics rhyme even when the decade does not.

9 articles

Tax shelters

Retirement Accounts, Decoded

Six account types, one question each: who gets taxed, and when. Start with the free money and work down to the accounts almost nobody uses correctly.

8 articles

Risk

Leverage and the Ways to Lose

Margin, shorting and options all do the same thing: they turn a small move into a large one, in both directions. Understand the mechanism before the marketing.

8 articles

Plumbing

How the Stock Market Actually Works

The conventions nobody explains: why prices are quoted in percentages, what a ticker symbol is, when the market is shut, and what the indicators on every chart are really measuring.

8 articles

Taxes

The Tax Bill on Your Investments

The return you keep is the only one that counts. Dividends, gains, harvested losses and equity comp each get taxed on different rules, and a few of them are avoidable.

7 articles

Drawdown

Making the Money Last

Saving is the easy half. Spending a portfolio down without running out is a different problem, and the order your returns arrive in matters more than their average.

6 articles

Macro

Inflation, Rates and the Fed

What the central bank actually controls, what it does not, and why the rate that matters to your mortgage is set somewhere else entirely.

6 articles

Tokenization

Crypto Grows Up

The interesting part of crypto stopped being the coins. It is now stablecoins moving dollars and Treasuries settling on-chain, which is a much less exciting and much bigger story.

5 articles

Private markets

Startup Funding and Exits

Where venture money is actually going, why the IPO window opens and shuts, and what happens when a famous investor publicly drops a company.

5 articles

Market Signals

Equity insights, earnings checklists, and software market coverage.

The AI CapEx Trade Is Changing: From Picks-and-Shovels to Power
Investing12 min

The AI CapEx Trade Is Changing: From Picks-and-Shovels to Power

Nvidia was the obvious AI trade. The non-obvious one is whoever plugs the grid into the building. Hyperscalers are guiding to $725 billion of 2026 capex, and the binding constraint is no longer chips. It's turbines, transformers, and interconnection queues.

ai-capexai-infrastructurepower-grid
Market Cap vs Enterprise Value: Which Number Actually Matters
Investing9 min

Market Cap vs Enterprise Value: Which Number Actually Matters

Market cap is the number everyone quotes, but it answers a narrower question than people think. Enterprise value is what it would actually cost to buy the whole business, debt and cash included. Two companies with the same market cap can have wildly different real price tags.

investingvaluationenterprise-value
What a Stock Buyback Actually Does, and Who It Helps
Investing10 min

What a Stock Buyback Actually Does, and Who It Helps

A buyback is a company spending cash to buy its own stock, shrinking the share count so profits divide among fewer shares. That's it. Whether it creates value or just flatters EPS comes down to one thing: the price paid. The announcement is noise. The execution is the story.

investingbuybackscapital-allocation

Portfolio Strategy

Structures, allocation tactics, and fintech tooling for modern investing.

Market Cap vs Enterprise Value: Which Number Actually Matters
Investing9 min

Market Cap vs Enterprise Value: Which Number Actually Matters

Market cap is the number everyone quotes, but it answers a narrower question than people think. Enterprise value is what it would actually cost to buy the whole business, debt and cash included. Two companies with the same market cap can have wildly different real price tags.

investingvaluationenterprise-value
What Is Rebalancing and Why Your Portfolio Needs It
Investing8 min

What Is Rebalancing and Why Your Portfolio Needs It

Left alone, your portfolio quietly drifts toward whatever has run up the most, right before it usually runs down. Rebalancing drags it back to your target and forces you to sell high and buy low without thinking about it.

rebalancingasset allocationrisk management
Compound Interest Is the Whole Game
Investing9 min

Compound Interest Is the Whole Game

Compound interest is earning returns on your returns. It feels like magic because humans think in straight lines and compounding curves upward. The one variable that decides everything is time, and it's the one you can't buy back.

compound-interestpersonal-financeinvesting

Real Assets

Macro housing trends, proptech, and real estate portfolio plays.

What Is a REIT, Really
Investing7 min

What Is a REIT, Really

A REIT is a company legally forced to hand almost all its profit back to you every year. That one rule explains the fat 4% dividend, the odd tax bill, the interest-rate whiplash, and why you value it on FFO instead of earnings.

reitsreal estatedividends
Is Buying a House Actually a Good Investment? Running the Real Math
Investing8 min

Is Buying a House Actually a Good Investment? Running the Real Math

The honest answer is 'it depends, and the break-even is longer than realtors admit.' Here's the actual comparison: the multi-year hold you need, the opportunity cost of a down payment, and the phantom costs that never show up in the payment.

real estatehome buyingrent vs buy
How a Mortgage Actually Works (Amortization, Explained)
Investing9 min

How a Mortgage Actually Works (Amortization, Explained)

Your early mortgage payments are almost all interest, and almost none of it touches the balance. Here is how amortization, PITI, escrow, and extra payments actually work, with a real schedule.

mortgageamortizationreal estate

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