Part 9/12:
The Competitive Dynamic: Generator vs. Discriminator
The core concept mirrors a 'game' where a generator attempts to produce increasingly convincing synopses, while the discriminator sharpens its evaluation criteria. Over time, both components improve, leading to high-quality outputs. However, designing a discriminator capable of reliably assessing artistic quality, coherence, and thematic depth remains complex. The balance ensures a continuous cycle of improvement, akin to GAN training for images but applied to textual creative content.