As the Writer's Strike continues into the end of January with no real end in sight, most people are running out of quality TV programs to watch. Heck, we're even running out of quality-less programs to watch. Unless you are a fan of reality shows such as Gladiator, there isn't much coming in the next month or so, if at all, for this rapidly evaporating season.I think it is time we in the software industry step up to the plate and offer our help. With what we know about artificial intelligence (AI), genetic algorithms, and natural-language parsing, it should be possible to develop a software program where TV scripts are created based on previous episodes.
What we need are:
- Characters in the series and their attributes (gender, personality, etc.)
- Tons of previous scripts
- The series formula, e.g. The new clue to solve the case between minutes 39 and 40 in Law & Order, or CSI.
- A genetic algorithm that learns the characteristic of the series through all the existing episodes, e.g. how each character behaves, their favorite catchphrases, and how the general plot line evolves. For many shows, just the catchphrase would suffice.
- A software bot to trawl the net for bizarre news as seed to generate new stories.
Granted this strategy would not work for proper drama like 24, Dexter, Weeds, etc. which all have major story arcs running through entire seasons but, it should work great for formulaic shows such as Law & Order, CSI, Numbers, Psych, where almost everything stays the same from episode to episode with only minor plot device differences in between.
How much effort would it take to develop this AI program? I don't have the faintest idea. I just suggest stuff, it's up to other people to handle the sticky details of implementation. I can imagine modifying an existing AI algorithm to accept TV scripts instead of whatever scientific research data, let it run on some beefy servers (may be run it as adistributed project like SETI@home? New TV shows are at least as important as finding aliens, maybe moreso.), and see what comes out at the other end.
Remember, this idea is hardly new. It has already been done with financial news by Thomson Financial as reported by Wired back in 2006. Is it such a big leap from news to formulaic drama?
Come on, doesn't this sound like a fantastic final year college project? Surely the prospect of getting your final assignment done and being the hero who breaks the Writer's Strike deadlock sounds appealing to someone?
More interesting question is: Which one is smarter? Law & Order, or an artificial intelligence program? With Fred Thompson dropping out of the presidential race, our money is on the AI.
Reader Comments (Page 1 of 1)
1-28-2008 @ 6:56AM
James said...
Could be a neat way to automate blogs :p
Reply
1-28-2008 @ 4:58PM
Rhys said...
http://www.roalddahlfans.com/shortstories/greata.php
Reply
2-01-2008 @ 8:14PM
Lauri Suoperä said...
"Granted this strategy would not work for proper drama like 24"
man - you sure know how to crack me up. :P
Next time, just stick to using Dexter as the example of "proper" drama.
Reply
2-06-2008 @ 6:04AM
alex dante said...
"Come on, doesn't this sound like a fantastic final year college project? Surely the prospect of getting your final assignment done and being the hero who breaks the Writer's Strike deadlock sounds appealing to someone?"
Firstly, most TV is bad enough when there _is_ intelligence behind it.
But honestly, I don't know which is worse: the arrogance of a developer thinking his AI code can produce comparable works to _professionals in another field_ (when the current state of AI at this level _still can't produce realistic results in the areas they _have_ been focusing_) or the disdain towards those writing professionals who are trying to make a _fair and reasonable_ living. C'mon, they want to be paid for the profits made _everywhere_ on their works... who doesn't?
Reply