Insights on AI, football analytics, and the ideas behind CGMBet.
A new “day and time” backtest filter is being promoted as an anti-backtesting breakthrough. The core idea is genuine — your trading hours really do constrain which leagues you can bet. But the headline demo, where a strike rate leaps from the mid-40s to the mid-90s, recreates the exact bias it claims to cure. What’s true, what’s misleading, and how to use the idea honestly.
A beginner sorts a stats table, sees 82% at the top, and feels they have found something. They probably haven’t — not yet. Three habits, applied in three seconds, separate using a stats tool from being used by one: check the sample, read what the column is actually measuring, and ask “compared to what?”
A non-professional’s attempt to think through the most uncomfortable question in retail trading. The honest reasons a real trader might teach — smoother income, a strategy that doesn’t scale, a funnel into something else — and the dishonest ones, which are the majority. With practical signals for telling which is which.
Most tracking advice is written by, or copied from, people who bet professionally — and that’s why most recreational bettors quietly give up on it within three weeks. A minimalist alternative: five fields, two optional ones, fifteen minutes a month, four questions.
Recreational betting is not a failed investment — it is a hobby with a price tag. A reframing of how recreational bettors should think about cost, value, and the role of analytical tools, and why the industry rarely tells the story this way.
A recent framework proposes four ethical categories for betting services — but the top tier demands a standard no real industry has ever met. No gym warns you that most members quit. No university leads with graduate unemployment rates. Why should a betting tool be different?
AI coding assistants have made it easier than ever to build your own betting tools. But does that mean professional software is obsolete? An objective look at the real costs of each path — including the ones the “just vibe-code it” pitch tends to leave out.
CLV is one of the most talked-about and most misunderstood concepts in betting analytics. A beginner’s guide to what it actually tells you, where it goes wrong, and how to calculate it honestly without Pinnacle data.
Backtests, p‑values, Monte Carlo, walk‑forward — the standard validation tools work, but they were never designed for markets that adapt. A beginner’s guide to seven situations where the textbook approach runs into trouble.
European football betting picks and software tools — a balanced examination of what works, what doesn’t, and how to tell the difference between fair tools and exploitative ones.
Three days of back‑and‑forth about EV theory, how beginners actually learn, and whether anything in trading is truly black and white. Published with full permission. Not a word changed.
Chess engines, battlefield surgery, and behavioural economics. Three fields where the mathematics are impeccable — and reality refuses to comply. A look at what happens when correct theory meets the stubborn complexity of human behaviour.
Stake splitting and trading out are taught as signs of professional discipline. But are they? A critical analysis of the math behind both techniques — and why a technique that’s wrong for an expert can still be right for a beginner.
Critics say past results are useless. But every decision made under uncertainty implicitly draws on the past. A reasoned defence against common misconceptions — and against those who call analytical tools pointless.
Guaranteed systems, foolproof strategies, software that never loses. The language changes, but the claim is always the same. Here's why it's almost always a lie — and how to spot the warning signs.
Many football traders claim they don't need statistics — they "know" the game. But seeing a signal and finding value are two entirely different things. Here's why intuition alone is not a strategy.
What if AI isn't a machine — but a portal to a faster parallel universe where temporary teams of people work on your problems? A poetic, unprovable theory that explains the experience of AI remarkably well.
New to CGMBet? This beginner's guide walks you through what the app is, who it's for, and the key features that make it a must-have for any semi-serious football bettor.