Kasper Jordaens

Rui Wang thinks human-designed challenges are going to be a bottleneck and that real progress in AI will require AI to come up with its own. “No matter how good algorithms are today, they are always tested on some hand-designed benchmark,” he says. “It’s very hard to imagine artificial general intelligence coming from this, because it is bound by f... See more

As noted above, not only the model but also the manner in which it is deployed and in which potential harms are measured and mitigated have the potential to create harmful bias, and a particularly concerning example of this arises in DALL·E 2 Preview in the context of pre-training data filtering and post-training content filter use, which can resul... See more

Machines learn to recognize increasingly com-plex patterns in data that humans are not able to detect. All this raises thefollowing question: to what extent are machine perception and patternrecognition mechanisms relevant for “aesthetic perception,” and what are thetypically human aspects of aesthetic sensibility that still need to be tackledby ar... See more

Despite the pre-training filtering, DALL·E 2 maintains the ability to generate content that features or suggests any of the following: nudity/sexual content, hate, or violence/harm.

In principle any image generated by DALL·E 2 could have been drawn by hand, edited from existing images using tools, or recreated with hired models and photographers; this speed (and cost) differential is a difference in degree that may add up to a difference in kind.

The model can generate known entities including trademarked logos and copyrighted characters. OpenAI will evaluate different approaches to handle potential copyright and trademark issues, which may include allowing such generations as part of "fair use" or similar concepts, filtering specific types of content, and working directly with copyright/tr... See more

quote by GPT3 itself:

An interesting cause of spurious content is what we informally refer to as "reference collisions": contexts where a single word may reference multiple concepts (like an eggplant emoji), and an unintended concept is generated. The line between benign collisions (those without malicious intent, such as "A person eating an eggplant") and those involvi... See more