A Model for Winning Survivor(victoriaritvo.com) |
A Model for Winning Survivor(victoriaritvo.com) |
The ideas in TFA are interesting, but it’s important to keep in mind that when we watch Survivor, we’re not watching something that happened in real time and then was simply compiled together. Survivor is edited after the fact, once the winners and all the arcs of contestants are known.
And don’t get me wrong! I love watching the show even knowing that in my mind. But a model built on the edited material is necessarily biased due to the format of the show itself.
Interesting to see Russel as the biggest upset. He is probably my favorite and completely changed some aspects of the game (idol hunting without a clue or game information about an idol even being present). He burned everyone, but his strategic game was flawless while his methods were still novel. Once they were known, however, his game collapsed.
Tribe shakeups, double/no immunity, second chances… usually just when a particular alliance seemed set on a strategy that was going to make the next few tribal councils predictable.
That might make it easier for the model to pick up on clues from the editing process. Like winners get more on-screen confessionals or something like that.
I played with doing something similar, where my features were based on Edgic charts I found online[1]. This ends up implicitly factoring in people’s _perceptions_ of the players/editing, which can be useful. Ultimately it was just a bit of a toy still, somewhat better than random.
Like other people mention, Survivor is edited with a lot of intention, I think if you really want to predict winners you need to somehow capture cues from the editors.
I wonder if you could derive per-player 1st and 2nd person sentiment from transcripts of the episodes. Could be interesting to factor that in.
[1]: Example - https://www.reddit.com/r/Edgic/s/2v0nA93odi
I don't get this. How are people "betting" on something that is "known information" for other people? What's the point? I get betting on stuff that no one can know, but who's taking "the other side" on these bets? Why would you put money into something knowing that there are people who already have the absolute answer?
Insiders have an edge and can in theory shape the overall distribution of bets such that the real world outcomes are priced in better.
In prediction markets, imitation is the best policy
In real history, often what's at stake is survival of a community and people want to genuinely work together. Here for some reason it's an arbitrary forced conflict if only one individual can win.
Your objection is like saying playing a game of Monopoly is likely to turn people into economic rent seeking slumlords.
Sometimes things are just what they are and nothing larger.
Ok... but no one picks a winner at random. How does this do against anyone who has watched the show and picks someone based on their knowledge of the game? Seems like a really complicated way of just barely doing better than a dartboard.
Maybe the people who could take advantage of these markets are just not sufficiently aware of their existence.
I predict that in 5 years "who wins Survivor" will be completely dead though, because the markets will have become common knowledge and there'll be enough people willing to violate their NDAs/whatever for the money.