I wish I could tell you I had a good reason why.

Anyway let’s use the GPT-2 345M model to recreate the viral (but not real) “I Forced a Bot” tweets that I named this site after… but with a trained model based on Star Trek.

I was going to do many different training materials and cover more of the original viral tweets, but the Star Trek Olive Garden Commercial samples are just killing me by themselves. I honestly think I could do nothing with GPT-2 but generate Olive Garden commercials from different models and never get bored. It deserves it’s own post!

In my last post I trained OpenAI’s neural network on the Star Trek: The Next Generation and Deep Space Nine scripts and had it write some its own.

I used a version that GPT-2 that lets you feed it additional training material. This is why the output looks like a TV script. But even without fine-tuning GPT-2 knows a whole lot about Star Trek because GPT-2 was trained on a huge sample of the internet, and internet knows a lot about Star Trek. So what happens if you ask regular GPT-2 to predict the next word in the sequence This episode of Star Trek: The Next Generation opens with a scene where?

This episode of Star Trek: The Next Generation opens with a scene where The Enterprise's fuel cells are destroyed, and the crew and crew of the Enterprise are not rescued. As they are being evacuated, Picard uses the transporter device to activate the emergency access and communication system, and a rescue crew arrives to rescue the crew. 

The transporter device is activated, and the crew is saved. Later on, in a flashback scene, Picard describes how the Enterprise was going to be destroyed: "We had to determine what we could do with the fuel and the crew and the power that we had."
 
The Enterprise is finally able to reach the planet, and the crew and crew escape. While the power is still available through the emergency access, the power is being used to launch an attack on the Klingon capital. 

You may have seen “I forced a bot to watch” posts where someone claims to have “forced a bot” to read or watch hours of video and written it’s own script. Those weren’t real but in recent history it has become possible to do it for real in a pretty convincing way with OpenAI’s GPT-2 system.

This is an unbroken, unedited sample of GPT-2 ‘fine-tuned’ on all the TNG and DS9 scripts. Note that television scripts have have distinct formatting and style and all of that is copied perfectly by the bot. It even *almost* gets understands page numbers (in the first example – 28, 28, 28A).