Exercise 3: What It Actually Takes to Get a Neutral Result From Midjourney — Possible Solution ==================================================================== WHAT THE CHAPTER SAYS DIRECTLY ------------------------------ Per this chapter, "getting a genuinely neutral, unstylized result on purpose usually takes deliberate, explicit effort (a low --stylize value, explicit style-suppressing language) rather than simply omitting style descriptors and expecting a blank slate." WHY OMITTING STYLE DESCRIPTORS ISN'T ENOUGH ------------------------------ On a tool with a neutral default baseline, leaving the Style category (imgai1-3) out of a prompt would reasonably be expected to produce a plain, undecorated result, since there'd be nothing pulling the output toward any particular aesthetic. Midjourney doesn't work this way. Per this chapter's own material on its artistic bias, "Midjourney is widely and consistently observed... to lean toward a dramatic, painterly, highly polished aesthetic even when a prompt doesn't ask for one." That bias is baked into the model's own default behavior via its own curation/fine-tuning process (this chapter's own explanation) -- it isn't something a prompt has to actively invoke, so leaving style language out doesn't disable it. The bias is there by default; it has to be actively countered, not merely not activated. WHAT ACTUALLY HAS TO BE DONE INSTEAD ------------------------------ Per the chapter, achieving a neutral result requires deliberate, explicit steps: setting --stylize to a low value (this chapter's own parameter for controlling how much of that trained bias gets blended in) and/or including explicit style-suppressing language in the prompt itself. Both of these are active, intentional choices made specifically to counteract Midjourney's own default tendency -- not the absence of a choice, the way simply not writing a style descriptor would be on a tool with a genuinely neutral baseline. WHY THIS FOLLOWS DIRECTLY FROM --stylize's OWN DEFINITION ------------------------------ Since --stylize's own low end produces results that "track the prompt more literally" (per this chapter's earlier definition), and the tip-box's own "red cube" example showed --stylize 0 producing "close to a literal, undecorated rendering," setting --stylize low is precisely the documented, direct mechanism for suppressing the bias -- not a workaround, but the tool's own built-in answer to exactly this problem. WHY THIS WORKS AS AN ANSWER ------------------------------ It explains precisely why omitting style language fails on Midjourney (the bias is a default behavior, not something triggered by style descriptors), and identifies the two concrete, deliberate actions the chapter names as actually effective, tying the --stylize solution back to that parameter's own definition and worked example earlier in the chapter.