Meet The Man Who Hacked Jeopardy

Meet The Man Who Hacked Jeopardy

When Arthur Chu got the call saying he’d been selected to go on Jeopardy, his first move was thorough and decisive: He went to Google and typed in “jeopardy strategy”.

“I knew that just like in terms of my natural knowledge base, I wasn’t ready to go on Jeopardy,” Chu told me on the phone this morning. “I wasn’t like Ken Jennings — automatically knowing everything from the top of my head. So I had to train.”

By training — that is, going through Internet message boards and reading up on past Jeopardy winners — Chu developed an unorthodox strategy that has made headlines over the last week. It’s rare, controversial, and effective — and it’s turned him into something of a grand villain for some fans of the long-running quiz show. Just one glance at his Twitter feed will show you some of the ridiculous vitriolic messages he’s gotten over the past few days, as his story — and winning streak — started picking up steam. (He’s won four games so far, and needs one more to get into the Tournament of Champions. His next appearance will be televised on February 24.)

So what makes Chu so unusual? While most players will start from the top of each column on the Jeopardy board and progress sequentially as question difficulty increases, Chu picks questions at random, using what’s called the Forrest Bounce to hunt for the three Daily Doubles, which are often scattered among the harder questions in every game. Instead of moving from the $200 question to the $400 question and so forth, Chu might bounce between all of the $1600 or $2000 questions — not the kind of strategy you often see on Jeopardy.

Chu does this for two reasons. For one, it throws everyone off balance. “It’s a lot more mentally tiring to have to jump around the board like that,” Chu told me.

More importantly, snagging those Daily Doubles offers him a massive statistical advantage. Since Daily Doubles allow players to bet up to their entire bankrolls, just one can swing an entire Jeopardy match — and Chu’s strategy is to control them all, even just to prevent other players from using them.

“The only chance you have to give yourself an edge — the only moment of power, or choice you have in Jeopardy is choosing the next clue if you got the last one right,” Chu said. “So if you’re unpredictable when you do that, and keep opponents on their toes, it’s a lot more mentally tiring and might tick off people in the audience, but it lets you gain and keep an edge that’s very important to winning the game.”

Chu’s Daily Double hunting can be disorienting and unpleasant for an audience accustomed to watching one category at a time. Check it out:

It’s clear why this style of play — combined with Chu’s slightly arrogant smirk — might upset some Jeopardy fans. But Chu points out that it isn’t his job to entertain people. “For us, we’re out there playing for real money, and quite a bit of money,” he said. “I think it’s obvious for me why that’d be more important than making the game fun for the viewers at home. I don’t get paid for that — I get paid for winning the game.”

Chu, who is 30, works in the legal department of an insurance company, where he reads contracts and does other technical work. He’s into gaming, citing BioShock, Portal, and the Arkham games among his favourites. And his dream job, he says, is to work alongside the likes of Troy Baker and Jennifer Hale.

“My first love has always been acting and performing,” Chu said, pointing me to his website, which has a voice acting demo roll. “I’ve always wanted to voice a video game some day… I would be happy to just be the voice of the grunt who gets killed in 20 different ways.”

Chu does narration for a webcomic called Erfworld, and he even auditioned for the reality show King of the Nerds:

Chu’s unusual Jeopardy strategy has netted him $US108,000 so far. Given all this attention — and his success — it’s likely we’ll see future contestants start adopting it, but it’s not a new invention: Chu cites older Jeopardy champions like Chuck Forrest and Roger Craig as inspiration for his techniques. In fact, Chu says, Jeopardy’s “contestant coordinators” make it clear to everyone on the show that bouncing around the board is totally allowed.

“They tell you when you come onto Jeopardy, this is how most people play because it’s easier to play the game this way — and it is,” Chu said. “But the important thing for me was, I wanna maximise my chances of winning.”

In theory, the producers of Jeopardy could nullify the bulk of Chu’s strategy by shifting up board placement — if every question had an equal chance of being a Daily Double, board bouncing would be pointless. But there’s one other wrinkle to Chu’s technique: during the Final Jeopardy round, instead of playing for a win, he plays to tie.

Here’s where we get into hardcore game theory: to sum it up, Chu bets for the possibilities that both the first- and second-place players will get the final question, and that they’ll both get it wrong. (If one player is right and the other is wrong, it’s safe to assume the correct player will win.)

So let’s say Chu is in first place with $US20,000, while, say, Julie is in second place with $US18,600. Common sense might dictate that Chu should bet $US17,201, so that if Julie bets her whole bankroll, and they both win, Chu beats her by a dollar. (Julie would have $US37,200, while Chu would take home $US37,201.)

But what if Julie considers that possibility, and then wants to bet so that she’d win if they both get the question wrong? In that case, playing on the assumption that Chu is betting $US17,201, Julie would bet $US15,800 — that way, she’d make the most money if she was right and he was wrong, but she’d still win if they were both wrong, because Chu would have $US2799 and she’d have $US2800.

If there’s a tie, of course, both players move on — so Chu bets $US17,200, knowing that in both scenarios he’d make it to the next game. (Granted, Julie would still win if they both got the question wrong and she bet less than $US15,800, but that’s one of the risks to this approach.)

Here’s one example of his plan in action:

Of course, the strategy was irrelevant in this case, because Chu was the only person to get the right answer, but you can see why he bet what he did — if they had both been wrong, a tie would be the worst-case scenario, and if they had both been right, he’d win.

It will be fascinating to see whether future Jeopardy contestants emulate Chu’s strategy, and how the game changes accordingly. Internet reactions have been mixed; some fans and pundits think he’s ruining the integrity of the quiz show, while others think he’s improving it. No matter your position, it’s hard to deny that now that “optimal Jeopardy strategy” has gone viral, Alex Trebek could have a whole new type of show to host.

“When I first started, I thought maybe I should just hide in a hole and wait for this to die down, because it’s gonna be so unrelentingly negative,” Chu said. “But I discovered it’s not really so bad. Most people get what I’m trying to do, and don’t judge me for it. And the people who don’t like me? Well, you can never please everyone.”


  • I always love it when people lose for being unable to adapt to the unexpected. There was a recent tournament winner for Street Fighter 4 that did something similar that I loved.

    • similar to starcraft

      the moment someone thinks of a crazy efficient strategy, ppl call it cheesing

      • Funny thing is, when Boxer started micomanaging his Marines to effectively counter Zerg and Protoss (despite people thinking Terran were low tier) it completely changed the way the game was played. So it’s funny when people are against it despite it possibly being the very reason that made Starcraft interesting.

        • oh my god

          microing in SC

          its hard enough to macro 4 bases, then someone came along and introduced micro

          my 12 yr old brain was like *POOOF*

  • I cannot for the life of me understand why people are angry at this guy, I mean he’s got a unique strategy and it’s paying off for him, literally. Shouldn’t everyone be backing him 100% ? This guy has only done what any sane person would do and that is to research before going on this show.

    Just a quick thought; I wonder how people would of reacted if he was a White American?

    • Heck, people complained about team guido in season 1 of the amazing race, yet their strategies (other than the “have lunch instead of going to the finish line when you have won the skip the round bonus feature” strategy) were standard by the third season, and had been so improved upon by the all stars season that they weren’t even a threat.

      I can see similar things happening to jeopardy in the future, where it develops a proper metagame. Heck, its not even the first time a metagame appeared in a gameshow. Wheel of fortune eventually changed the final bonus round so that the letters R S T L N and E were provided automatically (because the majority of players always selected those letters) and the players chose three more consonants and one more vowel.

    • I think the point is that Jeopardy has unwritten rules about how you play it. Noone dared challenge it or change it cause that’s how its always been.
      Then Chu came along and decided to play to win (though I think its a bit dirty, as in, you wont be making any friends after this).

    • The obvious answer is that game shows are more interesting when the outcome is uncertain. His strategy is to remove as much uncertainty as possible, so could be considered to make the game less interesting.

      I can understand why some would consider that to be “ruining the game”. I’m sure you’re right about racism playing a role in some people’s reactions too.

    • Eh, I’ve been finding out a lot lately that in competitive play people will rarely accept defeat and will always blame it on something.

      What’s worse here is that you can’t really blame this “problem” on anything and people will resort to blaming the person.

      • That’s because, most of the time, self belief gives you the edge that will break a deadlock. It’s why champion athletes think they’re the best instead of just trying their best. And if they’re not already thinking that, they’re coached into believing it.

        It’s terrible to lie to someone like that but people aren’t in it to be second place.

    • Pretty sure its just all the old people who watch Jeopardy religiously that are getting upset with him not playing like they think he should.

  • The only complaints I see people making are the pissweak ‘It’s against the spirit of the game!’ ones. Sorry but that’s not true. The spirit of Jeopardy is to win against all odds, that’s it. Nowhere does it talk about ‘the spirit’ of the games in the rules, otherwise it would be a *rule*.

        • Actually it can be deeper then that. Sometimes even so subtle that you’d be surprised to find out that something can help the opposition.

          • Maybe helping a competitor that broke his leg finish a race or something like that is cool, but holding back from playing your best, or assisting the opposition in any way just to make a game more ‘interesting’ or predetermine the outcome is not what I would call ‘in the spirit of the game’.

            Or course exploiting a really slimy loophole just to win or gain an advantage is not either.

            I would consider what Arthur is doing is just playing the game in a really smart way, because everyone knows what he is doing and they could all do it too, it’s just that he’s smarter than them all!

          • Actually, helping someone who broke their leg is considered helping the opposition. Unless they’re marked as “out”.

            holding back from playing your best, or assisting the opposition in any way just to make a game more ‘interesting’ or predetermine the outcome is not what I would call ‘in the spirit of the game’

            Neither do I.

            Or course exploiting a really slimy loophole just to win or gain an advantage is not either.

            Ha! People argue for that many times and if they can get away with it they’ll do it. They usually defend themselves with, “playing to win, anything goes”.

          • Ha! People argue for that many times and if they can get away with it they’ll do it. They usually defend themselves with, “playing to win, anything goes”.

            Yea those people are the worst.

  • Good on him for throwing a spanner in a somewhat dull show anyway.

    strategy aside, he is still a pretty smart dude.

  • “); SELECT Answers FROM Jeopardy WHERE Contestant = “Arthur Chu”

    Did I hack Jeopardy right?

  • Think about this..

    A game that involves participants to hold on to a rope they are hanging from and not let go. Balls are tossed at them to dislodge them..
    Everyone falls except one..
    S/He had managed to tie a knot with the rope s/he was holding around his/her wrist .

    Well done Chu. Enuf said!

  • So no cheating, just lateral thinking. Balls cannot dislodge me, if rope is literally ‘holding’ me. ^ Meant for @warhero

    • Well if I wanted to be a smartass that takes advantage of loops holes, I’d point out that the challenge was not to let go, which s/he did to tie the knot and see if they were still holding on during. The challenge was not about whether the rope lets go or not.


      • As long as he or she still have grip on the rope there’s probably not much of a problem 😉

    • And if you imagine what we are talking, it could be very be like a little loop around the wrist and not a real knot as well. He still has to hold on to the rope..

      If we have a guy who is super smart, has a great memory and has incredible reflexes to hit the buzzer each time before anyone else, I wonder how people will see him.

      Come to think of it, I won’t be surprised if there are people who actually prepare for “buzzer beating”. Isn’t that another strategy in itself??

  • I love animated GIFs when they add something to an article, but is the one at the top of this article really necessary? Surely a still screen grab in this instance would have been just as effective? The useless GIFs combined with all the banner animations make my poor little sad padlet2 chug 🙁

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