Poly AI: How to Check Images and Claims Manually—and With VOM
Article
If you searched for “poly ai” because you want to understand whether an image is AI-generated or whether a circulating claim is true, there are two practical approaches: investigate the material yourself, or use a verification tool to organize part of the work.
The manual method comes first. It is slower to set up, but it shows exactly how a conclusion is reached and where the evidence is weak.
The manual method, step by step
1. Decide what you are checking
An image can raise two different questions:
- Is the image likely authentic, likely AI-generated, or impossible to classify confidently?
- Is the claim attached to the image true, false, or unsupported by the evidence you can find?
Keep those questions separate. An image may be genuine while its caption is misleading. An AI-generated image may accompany a claim that is otherwise true. Do not let a conclusion about one become a conclusion about the other.
2. Preserve the material
Save the image, screenshot, video frame, or post in the form in which you received it. Record the wording that accompanied it, including punctuation and dates. If the material is a screenshot, copy the visible text exactly rather than relying on memory.
This gives you a fixed object to examine. It also helps you distinguish the original material from later captions, edits, or summaries.
3. State the claim narrowly
Avoid checking a vague statement such as “this proves what happened.” Rewrite it as a specific proposition.
For example, separate these possible claims:
- A particular event happened.
- The image shows that event.
- The image was created at a particular time or place.
- A named person made a particular statement.
Each proposition may require different evidence. A narrow claim is easier to search and harder to accidentally exaggerate.
4. Search the exact wording
Start with a distinctive phrase from the caption or screenshot. Put the phrase in quotation marks when searching. Then try the key names, places, dates, and figures without the surrounding language.
Look for the earliest accessible version of the claim and for sources that can establish the underlying facts directly. Pay attention to whether a page is reporting original evidence, repeating another account, or offering commentary.
Do not treat the number of pages repeating a statement as proof by itself. Repetition can show that a claim is circulating; it does not settle whether the claim is accurate.
5. Compare the evidence with the wording
Read the source behind each important detail. Ask:
- Does it address the same person, event, place, and date?
- Does it support the entire claim or only one part?
- Is the source describing what is known, or speculating about what might be true?
- Has the image been given a new caption that changes its meaning?
Keep a simple record of the sources you checked and the specific point each one supports. If the evidence conflicts, record the conflict instead of choosing the more convenient version.
6. Treat image inspection as a separate assessment
When examining an image, note what you can actually observe: unusual details, inconsistent text, mismatched lighting, or other features that deserve closer checking. These observations can guide further research, but they should not automatically become a final verdict.
Check whether the image has a traceable context. Search distinctive visual details and compare the image with earlier versions where available. If you cannot establish its origin, say so plainly. “Unverified” is more accurate than presenting a guess as proof.
7. Use three possible conclusions
A useful manual review does not need to force every question into yes or no. Record one of three outcomes:
- True: the available evidence supports the claim as written.
- False: the available evidence contradicts the claim as written.
- Inconclusive: the evidence does not settle the claim.
The third result matters. It can mean that the sources are incomplete, that important context is missing, or that the wording asks for more certainty than the evidence can provide.
What the manual method costs
The manual method costs your own research time and attention. Its exact time cannot be stated in advance from the information available here. A simple claim with a clear source may require less work than a screenshot with missing context, several versions, or conflicting reports.
Its main strength is transparency: you choose the search terms, inspect the sources, and decide whether the evidence answers the question. Its limitation is that the quality of the result depends on what you find, how carefully you compare it, and whether you stop when the evidence is inconclusive.
The assisted method with VOM
VOM can assess an uploaded image as likely authentic, likely AI-generated, or unverifiable. It can also read the text inside a screenshot, so a forwarded image can be checked without retyping the text.
For a claim, VOM uses real-time web search and cites the sources behind its verdict. Its response includes a verdict and a confidence score. The verdict can be true, false, or inconclusive. When the evidence cannot settle a claim, VOM reports it as inconclusive rather than forcing it into a yes-or-no answer.
That gives the assisted method a clear division of labor. You provide the image or claim. VOM assesses the material or checks the claim, then presents the result with the sources used. You can inspect those sources instead of treating the verdict as a substitute for reading the evidence.
VOM also supports natural back-and-forth conversations for everyday questions, learning, brainstorming, writing, and planning. It can turn a written idea into a generated image, and it offers local, world, and trending feeds of circulating claims. It answers in the language a person is using across its eight supported languages.
The practical comparison is straightforward. Manual checking costs open-ended research time and gives you direct control over every step. VOM provides a response with a verdict, confidence score, and cited sources, but the supplied product facts do not establish a fixed response time or guarantee that every claim can be settled. In either method, an inconclusive result is a valid outcome when the evidence is not enough.
VOM independently reviews an AI-generated image or video before approving it for publication. Its article-sharing pipeline still publishes if AI image or video generation is blocked, fails, or is exhausted. Those publication safeguards are separate from the manual workflow above: they describe how VOM handles visual content in its own pipeline, not a guarantee about every image found elsewhere.