Sora 2, OpenAI’s latest text-to-video model, has arrived, and it’s causing quite a stir. This upgraded AI can create short, incredibly realistic video clips based on a simple prompt. While we’ve seen AI video generation improve rapidly, Sora 2 has taken us to a whole new level: much of its output looks genuinely real.
Whether you’re thrilled or terrified by this development depends on your stance on AI. But let’s set aside that debate for now. Today, we’re tackling a more practical question: Can we actually tell when a video is made by Sora 2?
The answer? It’s complicated. No matter how sharp your eye, you can still be fooled. Even experts in the field have been tricked. It’s not about being smart or not; it’s about the AI’s evolution.
You might wonder why it matters. Isn’t AI just a bit of fun? Well, yes, today it’s a fake AI cat, but tomorrow it could be a fake politician, a fake arrest, or a fake friend. If we don’t start honing our spotting skills now, we could be in trouble.
The problem is, Sora 2 has quietly fixed most of the old AI giveaways. Things like blurs, weird hands, and impossible physics? Sora 2 isn’t perfect, but it’s dramatically better at all of them. However, there are still cracks if you know where (and how) to look. Spotting Sora 2 videos isn’t just about what you see; it’s about how you think.
1. Look behind the subject: Sora 2 excels at making the main subject convincing, but the background can still give it away. Keep an eye out for buildings with impossible proportions, walls that shift, lines that don’t quite meet, and background characters doing bizarre things. The truth might be hiding just behind the main subject.
2. Pay attention to physics: Real life has rules that AI doesn’t always follow. Watch for objects that suddenly appear or vanish, lighting that doesn’t match the environment, shadows that fall the wrong way, reflections that show nothing, or motion that feels a little too smooth. Even when the overall aesthetic looks right, physics glitches are still one of the clearest tells.
3. Notice movement that feels “off”: Some people get an “uncanny valley” feeling when they look at fake humans in AI images and videos, often due to creepy movements. But even non-human things can glitch, like static objects that gently wobble, hair that blows in non-existent wind, or fabric that moves for no reason. AI loves adding tiny animations everywhere, but it can make the world feel alive in the wrong way.
4. Look for blurs, noise, and smudges: Sora 2 is impressive, but compression still gets weird. You’ll sometimes see grainy patches, warped or melted textures, smudged areas where something was edited out, or overly clean spots that look airbrushed. This is exactly why bodycam-style or low-res footage is already so popular on Sora 2 – and so dangerous. It naturally looks messy, making all of these flaws harder to spot, and Sora 2 can blend into that aesthetic almost perfectly.
5. Tap into your emotions: AI content is often engineered to provoke a strong emotion, like shock, awe, sadness, or anger. The problem is that when you’re emotional, you’re far less likely to stop and question what you’re seeing. If a video makes you instantly furious or deeply moved, that’s your cue to pause. Manipulation is easier when you’re overwhelmed.
6. Be wary of watermarks: Some Sora 2 videos include a subtle “Sora” watermark that moves through the frame. Perfect, right? Problem solved? Not so fast. Relying on watermarks is risky. People can crop them out, blur them, or even add fake ones to make AI content look more authentic. And when a watermark has been removed, there are usually clues, like odd aspect ratios, black bars, or awkward cropping.
7. Scrutinize the account, not just the video: As content becomes harder to verify, the source becomes even more important. Always check the account sharing it. Is it a random viral page built on shocking or sensational clips? Much more likely to be AI. Do they ever include sources or context in the caption? If not, that’s another clue. The less transparent the account is, the more cautious you should be.
8. Check the comments: Comments are often the first place someone screams “AI!”, so they’re worth checking. But be careful. Creators can delete comments, filter out words like “fake” or “AI,” or turn comments off entirely. So just because no one is questioning the video doesn’t mean everyone believes it. Sometimes it just means no one is allowed to question it.
9. Cross-check with reality: If it’s genuinely news, then other reputable outlets are going to be covering it, so check them. Most newsrooms spend a lot of time authenticating video footage, checking where it’s come from, contacting sources, tracing the original upload, and digging into the metadata. Whole teams are trained to verify video, so if it only exists in a single viral TikTok, be skeptical.
10. Slow down: This is probably the most important skill. We see so much content, scrolling and sharing at speed, and that’s exactly when we get caught out – especially by emotionally-charged videos. Slowing down gives your brain time to spot the cracks.
And go easy on yourself. You won’t catch every AI video. No one will. But learning to question what we see regularly and with curiosity is the new media literacy. It’s not just about avoiding embarrassment over a fake video. As AI and reality blur more and more, this skill won’t just be useful; it’ll be essential.
