South Korea: Not Just Smart Hyundai Venues. It Is Also AI Censoring and Pre-Censoring

June 8, 2026

Another dinobaby post. No AI unless it is an image. This dinobaby is not Grandma Moses, just Grandpa Arnold.

I drive a super sexy blue Hyundai Venue. When I drive by an old age horn, the babes wave at me from their walkers and wheelchairs. I know I am cool. My Venue is smart. It beeps when I am in a parking space. It beeps and jerks the wheel when I am navigating roads under construction. Once in a while, the car beeps, flashes a red light, and automatically applies the brakes when I am creeping along in a traffic jam. Yep, South Korea has that smart software nailed.

Pre-censorship and real-time censorship appear to deliver some surprises to a small online publishing firm in South Korea. But AI is good enough, right MidJourney?

The country is now pioneering in a field translated for me by a “free” online translation service: Pre-censoring. I read about this nifty smart software sitting in my Venue as the beeps warned me of some impending disaster. The article is titled in this crystal clear way: “Even If You Upload an Image, Is It Pre-Censored? The Background of the Confrontation of Pros and Cons.” According to the free translation service the write contains this statement, and I quote:

The policy of pre-censoring images posted to the domestic Internet community with artificial intelligence (AI) has also become visible. Public opinion is divided between the need for a social safety net and the violation of freedom of expression.
The amendment to the Telecommunications Business Act, called the Prevention of N-Bang Act, came into effect in 2021. The structure monitors and responds in advance to content uploaded to SNS, messengers, and communities using AI. Until now, it had been limited to video files, but confusion soon grew as it became known that image files were also included in management.

I like the “N-Bang” bound phrase. Usually rules and regulations are less… suggestive. Confused. I poked around and located this article: “South Korean Online Communities Will Need to Scan Every Images with AI Censorship Tools.” The main idea seems to me, if the translation is sort of correct, is:

Due to recent regulation changes… the South Korean government is requiring internet communities and forum owners to scan every user uploaded images and videos on their website, by AI. The hardware to run these AI models are also not provided by government, website owners have to buy datacenter grade Nvidia GPUs by themselves, putting financial pressure to small businesses and forums. Websites will need to implement these hardware and software features, starting immediately from July 1st, [2026]

Several observations seem warranted:

Will the smart software perform in a manner similar to that in my Hyundai Venue: False beeps, erroneous beeps, and beeps from out of nowhere? (Hey, I’m parked with the motor running, and my Venue just beeped. Because the beeps are the same frequency, I am not sure what the problem is. I will lock my doors.
AI systems appear to have a few issues; for example, the systems hallucinate. Has South Korea figured out how to make smart software not output erroneous information; for example, an image posted on social media of a father splashing in a pool with his two young children? I am confident that some hallucinations will occur; for example, child cruelty, attempted murder by drowning, an image destined for a CSAM site on a Dark Web service, etc. But I assume South Korea’s AI does not have this problem.
The pre-processing and the real-time processing computational loads are zero problemo for those in the online delivery chain. We checked a single image online using five “smart” image identification services. It took about 15 minutes to get results in our “image horserace.” I assume that South Korea has engineered a workflow that does add time and cost to an online service that includes images.

Net net: I think the idea of pre- and real-time image filtering is interesting. Zipping through still images, video files, and any other included file type is no problem. Hey, now I am backing out of my parking space. My Hyundai Venue is beeping with false positives. The dog park is empty now, but the Venue is smart. It is protecting me from … something.

Stephen E Arnold, June 8, 2026

Written by Stephen E. Arnold · Filed Under AI, Censorship, Government, News, Rich media

Comments

One Response to “South Korea: Not Just Smart Hyundai Venues. It Is Also AI Censoring and Pre-Censoring”

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Stephen E. Arnold monitors search, content processing, text mining and related topics from his high-tech nerve center in rural Kentucky. He tries to winnow the goose feathers from the giblets. He works with colleagues worldwide to make this Web log useful to those who want to go "beyond search". Contact him at sa [at] arnoldit.com. His Web site with additional information about search is arnoldit.com.