To improve an AI creation platform like Dreamina, I would suggest adding a "Technical Character Library" that uses persistent seed-tracking to ensure the same character looks identical across different scenes and videos. As a student with a CS background, I see a major need for "Layered Control," where users can upload a specific sketch or pose to guide the AI, rather than just relying on text. I also recommend a "Smart Social Stack" feature that automatically resizes and optimizes a single creation for TikTok, Instagram and X with SEO-ready captions. These updates would turn the platform from a simple generator into a professional-grade productivity engine for creators and marketers.

I evaluate AI-generated content by looking for three things: prompt adherence, technical quality, and "the spark" of novelty. First, I check if the AI followed every part of the prompt—for example, does the image have the exact colors and objects I asked for? Second, I look for technical flaws like blurry textures, weird artifacts (like extra fingers) or inconsistent motion in videos. Finally, I judge its creativity by asking if the result is a "middle-of-the-road" guess or something truly unique that a human creator would find inspiring. Because I have a background in Computer Science, I can also look at the logic behind the prompt to see if the AI actually understood the "why" of my request, ensuring the final result isn't just lucky but high-quality and repeatable.

To show a low-dose THC gummy without looking like an ad, I would just make it part of my normal evening routine. Instead of holding the product up to the camera, I’d film a quick video of myself winding down—like clearing my desk or making tea—with the gummy sitting nearby. I’d use a simple caption like, "Finally switching my brain from 'study mode' to 'chill mode'." This shows how the product actually helps me relax after a long day of classes without sounding like a salesperson. By focusing on the feeling of relaxing, it feels like a real recommendation to a friend.