Category

Investing.

Markets are probability machines. Every investment is a bet on an uncertain future, and the best investors think in expected values, not certainties. Explore how probabilistic thinking applies to portfolio construction, risk management, index investing, and avoiding the behavioural traps that cost most investors dearly.

Guides

When Is Travel Insurance Worth It? The EV Case

expected value

When Is Travel Insurance Worth It? The EV Case

Travel insurance is usually negative-EV, yet often the right call. The expected-value rule for when a risk is worth insuring - and when to self-insure.
Rob Griffiths25 July 2026
Sequence-of-Returns Risk: Why the Order Matters

sequence of returns risk

Sequence-of-Returns Risk: Why the Order Matters

Same average return, wildly different outcomes: why the ORDER of your returns decides how long a pension pot lasts. Sequence-of-returns risk explained.
Rob Griffiths25 July 2026
Position Sizing: How Much to Bet When You Have an Edge

position sizing

Position Sizing: How Much to Bet When You Have an Edge

Knowing you have an edge is half the battle - sizing positions correctly is the other half. How to size bets so you don't blow up or waste your advantage.
Rob Griffiths24 July 2026
What Investment Platform Fees Really Cost Over 20 Years

What Investment Platform Fees Really Cost Over 20 Years

A 0.35% platform fee sounds tiny. Compounded over 25 years it can cost £30,000+. The maths of fee drag, and where flat fees beat percentages.
Rob Griffiths24 July 2026
Are Extended Warranties Ever Worth It? The Expected Value

Are Extended Warranties Ever Worth It? The Expected Value

Warranty maths retailers hope you never do: premium vs failure odds x repair cost. Why most UK cover is -EV, and the one case where it isn't.
Rob Griffiths11 July 2026
Voluntary Excess: How to Choose the Level That Pays Off

insurance

Voluntary Excess: How to Choose the Level That Pays Off

Raising your voluntary excess cuts your premium but raises claim costs. Use expected value to find the excess level that actually pays off.
Rob Griffiths11 July 2026
Premium Bonds: What's the Real Expected Value?

Premium Bonds

Premium Bonds: What's the Real Expected Value?

Premium Bonds advertise 3.8%, but that average hides a skewed reality. Here's the real expected (and typical) return for £1k, £10k and £50k holdings.
Rob Griffiths27 June 2026
Stocks and Shares ISA Limit 2026: Rules and 2027 Changes

ISA

Stocks and Shares ISA Limit 2026: Rules and 2027 Changes

The 2026/27 stocks and shares ISA limit is £20,000. Here's how the allowance works, what the April 2027 cash ISA cut means, and how to use it.
Rob Griffiths27 June 2026