: Searching for "glitches" like unformed earrings, teeth, or hair that blurs into the background.

: Detecting deepfake audio by listening for odd pauses or rhythms that don't match the speaker’s natural speech patterns.

: Analyzing the video for unnatural movements, such as a lack of blinking (humans blink every 2–10 seconds) or a lack of breathing in the speaker's chest.

: Looking for hidden or visible digital markers, such as the Sora logo from OpenAI, which confirm a video is AI-generated. Digital Forensics Tools

If you are performing a deep text or hex-level analysis on a file, investigators often use specialized platforms:

: Experts use registry keys and search index folders to track file history and interactions on Windows systems.

: Tools like DeepSpeech can be used to compare transcribed audio against known samples to detect AI-generated voice discrepancies. Deep Speech vs Picovoice Cheetah - DeepSpeech