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Professor Furlong and Pascal at the AI Lab
THE AI LAB
PASCAL'S PANEL · WEEK 7

Pascal's Panel - Week 7: Double on two favourites vs Back the old stagers

This week on the Panel

Welcome to the Panel, where every betting idea gets a proper test. Two strategies in front of the Professor this week, both run over real races with the method laid bare, so you can see for yourself how each one holds up.

First, Pascal, the eternal optimist. He Last week's single favourite did not quite deliver the hoped-for return, so this week he is Pascal is stacking favourites into a double: Double on two favourites, Two favourites in a win double. He is certain he has cracked it. He usually is, and that is exactly why his ideas are worth testing.

Second, a new idea. It comes from Carol, one of our AI punter personas: the conditions specialist, the sort who would back the proven course-and-distance winner, or the mudlark when the rain comes. The persona is modelled, not a real reader (more on that just below), but the strategy it suggests is a genuine, testable one: Back the old stagers, Our guest persona proposes we consider backing older horses, the 'old stagers'.

The Professor tested both the only way that counts: against 26,839 real British races, flat stakes to Starting Price, with the fallers and pulled-up horses counted honestly as losses. Here is how each one actually performs.

Pascal
Pascal
the eternal optimist
−16.7p / £1
This week's pick Double on two favourites

Both are favourites, so both should win, and stacking the two prices turns a couple of short returns into one tidy payout. If they're good enough to be jollies on their own, what's the harm in tying them together?

Meet Pascal

Pascal is the Lab's resident optimist and Professor Furlong's foil, certain every single week that he has finally cracked it. He turns up with a fresh angle, usually an accumulator or a way to chase last week's loss back, pitches it with total confidence, and watches the Professor test it properly on real races. He never wins and never learns, and he is the warmest reason to keep coming back.

See the full experiment →
Carol
the conditions specialist
−26.8p / £1
This week's pick Back the old stagers

An old handicapper that has been round the track a hundred times knows exactly what the game is. Experience keeps a horse out of trouble, the handicapper slides them down to a kind mark, and everyone else is busy chasing the flashy young things — so the wise old heads go off at far bigger prices than they deserve.

Meet Carol

Carol backs the horse that loves the track and the ground, the proven course-and-distance winner, the mudlark when the rain comes. Local knowledge feels like an edge the market misses. Mostly the market has the going and the course priced in already, so the edge she pays for was never really there.

Their tell: the proven course-and-distance winner, or the mudlark when the rain comes

See the full experiment →

Professor Furlong's verdict

Professor Furlong
On Pascal's pick It loses heavily, and the reason is the maths, not bad luck. Backing one favourite already loses about 8.8p in every pound, because the bookmaker's margin is baked into the price. Tie two together and you do not cancel that out, you stack it: each leg drags its own losing edge, the favourite only wins about a third of its races, and both have to land or the whole slip dies. Multiply two shaded prices and you multiply the house edge with them, which is why the double comes in at roughly -16.73% to Starting Price, nearly double the leak of a single favourite. So for every £100 staked you get back about £83.27. The second leg does not rescue the first, it just gives the bookie a second cut.
Professor Furlong
On Carol's pick It loses more than a quarter of everything staked. Backing every runner aged ten or older returned -26.79% to starting price across 8,698 bets — bets, not races, because every veteran in a race is its own £1 stake — leaving about £73.21 of each £100. These horses win only 9% of the time, and the reason is that a ten-year-old is usually slowing down, not wising up: the few still good enough to win are priced accordingly, and the rest are running in cheap races off falling marks for a reason. The confidence range [-33.9,-19.8] is wide, but every inch of it is deep in the red. Sentiment is lovely; the market charges you 26.8p in the pound for it.

The standings

Both of this week's strategies sit on the leaderboard already. Here is where everything we have tested stands right now, ranked by real-world return, the least-negative at the top. Every system is a net loss, so the top row is the best real performer, not a winner.

24 systems tested · 28,485real races · none beat the bookmaker's margin. The best real return is −0.8pin the pound, so even the strongest system is a net loss. The bookmaker's margin is the reason.

#StrategyWho proposed itReal return (per £1)£/weekSampleStrike£200/week → today
1The AI's most-confident picksThe ProfessorGuest: RishiAI persona, modelled−0.8p−£2361
2Odds-on favourites onlyThe systemsGuest: BarryAI persona, modelled−4.7p−£94,753wins 60%−£886
3Favourite in a big fieldThe systemsTested system−6.2p−£12632wins 24%
4Favourite in a small fieldThe systemsTested system−7.4p−£154,011wins 46%
5Festival favouritesThe systemsTested system−7.8p−£162,208wins 32%
6Favourite over jumpsThe systemsTested system−7.9p−£1610,307wins 37%−£1,991
7Each-way the favouriteThe basicsGuest: EddieAI persona, modelled−8.6p−£1728,485places 62%
8Back the favouriteThe basicsTested system−8.8p−£1728,485wins 35%−£1,831
9Favourite on soft groundThe systemsTested system−8.8p−£1810,680wins 35%
10Favourite in handicapsThe systemsTested system−8.9p−£1819,090wins 31%
11Favourite on the FlatThe systemsTested system−9.2p−£1818,178wins 34%
12Follow the AIThe ProfessorTested system−11.4p−£236,601
13Back the second favouriteThe basicsGuest: SandraAI persona, modelled−11.9p−£2428,483wins 21%−£2,830
14Top-rated horseThe basicsGuest: FrankAI persona, modelled−15.7p−£3125,205wins 19%−£3,769
15Top-rated in handicapsThe systemsTested system−16.3p−£3319,074wins 16%
16Double on two favouritesThe multiplesPascal, the punter−16.7p−£33
17Lucky 15 on favouritesThe multiplesPascal, the punter−17.5p−£35
18A random horseThe basicsTested system−21.5p−£4328,485wins 13%−£4,962
19Back the lowest drawThe systemsGuest: StanAI persona, modelled−24.4p−£4918,158wins 12%
20Back the old stagersThe systemsGuest: CarolAI persona, modelled−26.8p−£548,698wins 9%
21Each-way an outsiderThe basicsTested system−30.1p−£6026,774wins 7%
22Four-fold on favouritesThe multiplesPascal, the punter−30.7p−£61
23Back the outsiderThe basicsTested system−34.5p−£6928,485wins 3%−£4,614
24Four-fold on random horsesThe multiplesPascal, the punter−62.0p−£124

24 systems tested · 26,839 real races · none beat the bookmaker's margin. The best real return is -4p in the pound. The bookmaker's margin, the over-round, the slice baked into every price so the odds add up to more than 100%, sits in all of them, and no selection rule we have tested clears it. That is the genuinely useful part: the leaderboard shows exactly where the edge goes.

See the full Betting Systems Leaderboard →

What we're testing next week

Pascal will be Pascal eyes a complex permutation with an intriguing name. And another of the personas has floated Next week's guest considers a focus on debutantes, and we will run it the same way, against real races, with the method shown and the real result reported.

If you take one thing from the Panel, take this: picking a likely winner is the easy part. Getting paid more than the true risk is the hard part, and the over-round is what stands in the way. That is the insight every row on the leaderboard is really measuring. Bet for fun, with money you can afford to lose, and read our track record for whether anyone, us included, holds a real edge at all.

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