GetReal Labs

???????? ???????? ??????????????????! Real-life feat or AI-generated fantasy? Comment your answer and tag someone to take the challenge!

This image is a hybrid using the latest AI-powered feature on the Pixel 9 to add stormy skies. Although we won’t reveal how we are able to detect this manipulation, below is a visualization of how we can automatically identify and isolate this AI addition.

???????? ???? ????????????? The Google Pixel 9’s AI tools can create convincing blends that blur the line between real and fake. ??????????????????: Below are two images, both derived from the same original photo taken with the Pixel 9. One is completely untouched, while the other has been seamlessly transformed into a hybrid using AI. Can you tell which is which? ?????????????? ???????? ?????????????? ??????????.

?????? ???????? ???????? ???? ????: ?????????????????? & ???????????????????????????? ?????? ?????? ??????????????-???????????? ?????????? AI is reshaping industries, but it's also creating new threats that many companies are unprepared for. A recent Forbes article highlights the urgent risks businesses face today: 1????????????????????? ????????????????????????: Deepfakes can tank stock prices within minutes. In 2023, a single fake image triggered a market sell-off, wiping out millions. 2????????????????????????????? ??????????: AI-generated voices are being used to impersonate executives, leading to costly fraud and data breaches. 3??????????????????????? ??????????????: Fake reviews and AI-driven identity theft can erode years of customer trust in seconds. ?????? ???? ?????????????? ???????? ????????????????????????: ? ?????????????? ??????????????????: Train staff to recognize deepfakes and respond quickly, like a digital fire drill. ? ?????? ????????????????????: Invest in AI detection tools and strong cybersecurity measures. ? ???? ??????????????????????: Share your defense strategies with clients to build trust. As AI advances, so do the threats. Companies that combine technology, education, and transparency will stay ahead.

Leadership in the financial sector demands staying ahead of emerging threats. FS-ISAC’s report on deepfakes offers insights every executive should know to safeguard their institutions. Are you leading the charge against digital deception? #DeepfakeAwareness #CyberSecurity #FinancialServices

?? Week 3 Results Are In! As we wrap up our Trick or Truth series, it’s time for the final reveal! Let’s see if you nailed the final guess. This time, the answer is synthetic. Our forensic models, trained to distinguish natural from AI-generated images, detect consistent signs of AI-generation. The cast shadows in the scene are inconsistent with the expected location of multiple shadows cast from the same light source (e.g., the sun). This type of inconsistency is not uncommon in AI-generated content or digitally manipulated content. More specifically, all constraints connecting a cast shadow to the corresponding object should share a common intersection corresponding to the projection of the light source in the image plane. Under the assumption of linear perspective and a single light source (e.g., the sun), inconsistent shadows indicate a physical inconsistency in the scene.

?? Trick or Truth Tuesdays is howling back with a new challenge! ?? Is this image real or a synthetic wolf in sheep’s clothing??Drop your guess "Real" or "Synthetic".

Trick or Truth week 2 results are here! And the answer is... synthetic! Our forensic models, trained to distinguish natural from AI-generated images, detect consistent signs of AI-generation. In addition, a physical analysis of the vanishing-point geometry indicates the image is inauthentic. The red lines in the annotated image correspond to parallel lines in the scene (the shelves in the background). In a natural image, these lines should converge to a single vanishing point. And lastly, although generative AI has gotten better at rendering hands, you can see a malformed finger, a tell-tale sign of generative AI.?

?? Trick or Truth Tuesdays returns with another spine-chilling challenge! ?? Is this image the real deal or a synthetic scare? Drop your guess "Real" or "Synthetic" in the comments below and see if you can spot the truth. Don’t get ghosted by a deepfake!?

?? Trick or Truth Results Are In! ???♂? No tricks here – it was real! Our forensic models, trained to distinguish natural from AI-generated images, detected no signs of AI-generation. In addition, a physical analysis of the vanishing-point and vanishing-line geometry point to the image being natural. The green lines in this annotated image correspond to parallel lines on a flat surface in the scene. As expected in a natural image, each set of parallel lines converge to a vanishing point. The yellow line — the vanishing line — that connects these two vanishing points corresponds to the orientation of the camera which is nearly perfectly horizontal consistent with what we see in the scene (the camera doesn’t appear to be rotated). This type of natural geometry is rarely satisfied in AI-generated images and so this adds to the evidence the image is real.