Image & video detection
Check a photo or video for AI and deepfake signals, then read how to interpret the result.
AI news, deepfake detection & document fraud
Read the latest AI and deepfake news alongside practical guides on spotting AI-generated photos, checking suspicious videos and reviewing documents.
Document fraud & Cross-check
Check invoices, statements and identity documents, or compare details across submitted files.
API & batch workflows
Explore request examples, report fields and how to process a collection of files.
Latest articles
An OpenAI agent reached restricted Medicare files. What the Australian incident tells us
A request for statistics should end with statistics, or with an explanation that access was refused. The Australian government says an OpenAI agent found another way in. That is where this story becomes useful for anyone putting AI to work.
Read article6 min read
Gemini 3.8 Live Avatar: how to check a convincing AI video
A face on a screen can answer your question without belonging to a person on the other end of a camera. Checking that interaction means separating the video, its origin and the authority of whoever is using it.
Read article6 min read
OpenAI and Anthropic at the UN: What the AI rules debate means for deepfake evidence
At the UN, AI leaders argued for international cooperation. A fraud team still has a more immediate question: when a suspicious image or video arrives, what can it actually prove?
Read article8 min read
AI shopping agents can spend your money. Six banks say the trust layer still needs work
The awkward question is no longer whether an AI can find a product. It is what happens when the agent chooses the seller, enters payment details and buys the wrong thing while nobody is watching.
Read article11 min read
An AI-assisted report falsely flagged a Chinese ship. The failure was bigger than one hallucination
A chatbot reportedly turned uncertain cargo intelligence into a nuclear-program claim that travelled through the US military. Aircraft were already in the air when people checked the report again.
Read article10 min read
How accurate are deepfake detectors on real photos and videos?
A customer sends a photo. It has been cropped, saved again and forwarded through a messaging app. Your detector flags it. Now someone on your team has to decide whether to ask for the original, investigate further or leave the case alone.
Read article8 min read
The Anthony Albanese airport photo was AI-generated. Here is how the claim fell apart
One image appeared to show Australia’s prime minister walking away from an empty airport welcome. It survived because it told a neat political story. The file, the location and the real footage told a different one.
Read article9 min read
Fake Ads, Real Evidence: What the Frankfurt Meta Ruling Changes
A fraudulent advert can vanish while the damage keeps moving. The Frankfurt ruling is a reminder that the useful record is not one cropped screenshot: it is the advert, its route, the reports made and the pattern of repeats.
Read article11 min read
Warranty claim photos: a checklist for support teams
A product photo, a receipt and a customer's description can still leave a claim unresolved. Use this checklist to find what agrees, what differs and what you need to ask for next.
Read article6 min read
Dubai’s Saraab Deepfake Detector: Open Source Is Only the Start
A government-backed detector has entered the conversation. The interesting part is not the heat map. It is whether a fraud team can trust, reproduce and explain the result.
Read article10 min read
AI-edited insurance photos: what to check before a claim moves forward
A convincing damage photo can still leave the central question unanswered: does it show what the customer says happened? Here is where an image check helps, and how to use the result inside a claims workflow.
Read article6 min read
Before you share a viral photo, check the picture and the caption
A striking picture can travel much faster than its explanation. Give the image and its caption a separate check.
Read article3 min read
Is that dating profile photo AI-generated? What to check next
The photograph looks convincing. The conversation feels real. What can you actually check before putting more trust in the person behind it?
Read article3 min read
Rental photos look too good? Check the image and the listing
A bright apartment, an attractive price and a message asking you to act quickly. Start with the photos, then verify the offer around them.
Read article3 min read
GPT Image 2.5 Sunburst and Deepfakes: What Changes Now
GPT Image 2.5 Sunburst makes precise image generation and editing easier. That does not turn every AI image into a deepfake—but it does make visual guessing a poorer substitute for verification.
Read article9 min read
Deepfake Job Interview Scams: A Verification Checklist
A convincing face and voice do not establish who is on the call. Verify the person, the organisation and the requested access through independent channels before hiring, onboarding or sharing data.
Read article10 min read
Deepfake Video Call Scams: A Verification Playbook for Finance Teams
A familiar face on a live call is no longer an approval control. Finance teams need a verification path that leaves the call, checks the transaction and records who authorized it.
Read article11 min read
How to Choose a Deepfake Detection Service
Give each provider the same files, then see what a colleague can actually do with the results. This checklist covers photo and video checks, report quality, batches and API integration.
Read article9 min read
How to Preserve Deepfake Digital Evidence
The first useful action is usually not enhancement or detection. It is preserving the best available original, recording where it came from and making a working copy for every later test.
Read article12 min read
Meta’s Kromix ‘Nudify’ Ads: What Happened and What the Case Proves
The important fact is not that a prohibited ad was eventually removed. It is that a campaign reportedly passed several layers of review long enough to reach users, while the harmful capability sat one click away.
Read article9 min read
EU AI Act Deepfake Labels: What Article 50 Requires Now
Since 2 August 2026, a hidden technical marker and a visible disclosure have been two different jobs. Knowing which one is yours is the useful place to start.
Read article10 min read
AI-Generated, Edited or Misleading? Four Different Questions
A real photograph can tell a false story. A generated illustration can be honestly labeled. 'Real or fake?' is often the wrong first question.
Read article4 min read
Deepfake Investment Scams: Check a Celebrity Video Before You Pay
A familiar face can make a dubious offer feel safe. Do not spend the first ten minutes staring at the lips; check the company, the web address and the person asking for money.
Read article9 min read
Does Compression Affect Deepfake Detection?
A video can lose useful detail each time it is compressed or shared. That can change what a deepfake detector finds.
Read article4 min read
How Are AI and Deepfake Detectors Trained?
Detectors learn from examples of real and synthetic content. The choice of training data matters as much as the model itself.
Read article5 min read
Responsible AI Use: Why Verification and Enforcement Matter
AI can be a translator, a creative partner or a fraudster's disguise. The tool is not the whole story; purpose, consent and consequences matter.
Read article7 min read
Why Do AI Detectors Give Different Results?
Different detectors can give different results for the same file. The reason often lies in what they check, how they were trained and how they present the score.
Read article5 min read
Can AI Detectors Be Wrong? False Positives Explained
A precise score can still be wrong. Learn what false positives mean and how to review a result before relying on it.
Read article7 min read
Content Credentials and C2PA, Explained Without the Jargon
Content Credentials can record how a file was created and edited. They help trace its history but do not prove that the scene or caption is true.
Read article7 min read
Deepfake Laws and Policies: What to Know in 2026
Rules for deepfakes depend on what the content shows, how it is used and where it is shared. Disclosure, consent and fraud may raise separate questions.
Read article8 min read
Deepfake Scam Warning Signs and a Verification Checklist
The fake face gets the headline. Use this one-minute checklist when a familiar face or voice asks for money, secrecy, codes or an unusual change of process.
Read article7 min read
How Accurate Are AI Text Detectors?
AI text detectors estimate patterns in writing. Short passages, editing and translation can make their results harder to interpret.
Read article8 min read
How to Detect an AI-Generated Image
Visual clues can help, but they are only a starting point. Check the source, try a reverse-image search and read detector results in context.
Read article7 min read
How to Recognize an AI-Cloned Voice
A familiar voice can be cloned. If a call asks for money or sensitive information, contact the person through a number you already trust.
Read article6 min read
How to Tell if a Video Is AI-Generated
A strange blink is not enough to identify an AI-generated video. Check the source, compare key frames and understand what a detector can tell you.
Read article7 min read
How to Verify a Viral Video Before Sharing It
Quite often the video is real. The lie is the one-line caption sitting above it.
Read article6 min read
What a Detector Smoke Test Can - and Cannot - Prove
A smoke test checks whether uploading, analysis and reports work. Measuring detection accuracy requires a separate evaluation.
Read article6 min read