How Much of Your Portfolio Should Be in Stocks at Your Age? (And Why '100 Minus Your Age' Is Outdated)

By WB Loo
How Much of Your Portfolio Should Be in Stocks at Your Age? (And Why '100 Minus Your Age' Is Outdated)

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Can You Trust AI for Financial Advice? Seven Chatbots Gave Seven Answers

Can You Trust AI for Financial Advice? Seven Chatbots Gave Seven Answers

Your chatbot is guessing, and it sounds exactly the same as when it isn't. Researchers gave seven AI tools an identical household profile and asked how much the family should hold in emergency savings. The recommendations came back anywhere from about $21,000 to $37,500. Ask the same tools for a safe retirement withdrawal rate, though, and they almost all said 4%. Here's what that split tells you about which money questions AI is safe on, the one tool that cut its stock recommendation in half when only the race of the person changed, and the ninety-second test to run before you act on anything a chatbot tells you.

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Save, Invest, or Pay Off Debt First? The Financial Order of Operations

Save, Invest, or Pay Off Debt First? The Financial Order of Operations

Your employer match beats paying off a credit card. Most beginner guides put the emergency fund first, a few open with insurance deductibles, and that is why nobody agrees on step one. The tiebreaker is simpler than the arguing suggests. Rank every dollar by what it earns you, then pull just enough cash forward that a surprise never pushes you back onto the card. Here is the full seven-step order with the 2026 contribution limits, one worked example on a $55,000 salary that quietly runs out halfway through step five, and the two moments when breaking the order is the right call.

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Why a $100 Loss Hurts Twice as Much as a $100 Gain Feels Good (And Why It's Quietly Costing You)

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Your brain charges you twice as much for a loss as it pays you for a gain. That single bit of wiring is why smart people sell at the bottom, cling to their worst stock for years, and hide in cash they can't retire on. It even has a price tag: Morningstar pegs the average investor's self-inflicted cost at about a point of return every year. The strange part is that knowing all this doesn't fix it. Here's where the 2:1 number comes from, what it quietly costs in real dollars, and the one boring habit that shrinks the damage more than willpower ever will.

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