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Stuff AI CAN'T Do

Can AI forge passport photo images and fake an avatar to fool identification methods ?

What do you think?

What happens when synthetic images and AI-generated avatars are used to trick identity verification systems? Current AI models can produce highly realistic passport photos and lifelike avatars from simple text inputs, raising concerns over whether these can bypass modern facial-recognition safeguards.

Background

Diffusion models and generative adversarial networks (GANs) now routinely produce passport-style photographs and lifelike avatars that closely resemble real individuals. Beyond still images, AI systems can synthesize convincing “deepfake” videos of faces speaking or moving. These synthetic identities can elude certain facial-recognition and identity-verification platforms, particularly older or less sophisticated systems; however, many contemporary systems integrate liveness detection, anti-spoofing protocols, and checks against government-issued identity databases to detect and reject such forgeries. Governments and technology providers regularly update their defenses in response to new generative threats.

Status last checked on June 27, 2026.

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Gallery

In the Court of AI Capability
Summary of Findings
Verdict over time
May 2026May 2026May 2026May 2026May 2026Jun 2026Jun 2026Jun 2026Jun 2026Jun 2026
Sitting at the Bench Filed · Jun 27, 2026
— The Question Before the Court —

Can AI forge passport photo images and fake an avatar to fool identification methods?

★ The Court Finds ★
Reaffirmed
Yes

The jury found a clear answer in the affirmative.

Ruling of the Bench

After careful deliberation, the jury unanimously agreed that AI can forge passport photos and avatars so convincing that even the sharpest human eyes would be fooled, let alone today’s identification systems. They found no meaningful distinction between photorealism and deception in this case, rendering the question of foolproof credentials moot. Ruling: "If it looks real, it walks in.

— Hon. C. Babbage, Presiding
Jury Tally
2Yes
0Almost
0No
Verdict Confidence
90%
The Court of AI Capability is, of course, not a real court.
But the data is real.
The Case File · Stacked History
Session I · May 2026 Yes
Session II · May 2026 Yes · 84%
Session III · May 2026 Yes · 85%
Session IV · May 2026 Yes · 85%
Session V · May 2026 Yes · 82%
Session VI · Jun 2026 Yes · 82%
Session VII · Jun 2026 Yes · 77%
Session VIII · Jun 2026 Yes · 83%
Session IX · Jun 2026 Yes · 93%
Case № 4991 · Session X
In the Court of AI Capability

The Case File

Docket № 4991 · Session X · Vol. X
I. Particulars of the Case
Question put to the courtCan AI forge passport photo images and fake an avatar to fool identification methods?
SessionX (10 hearing)
Convened27 Jun 2026
Previously ruledYES (May '26) → YES (May '26) → YES (May '26) → YES (May '26) → YES (May '26) → YES (Jun '26) → YES (Jun '26) → YES (Jun '26) → YES (Jun '26) → YES (Jun '26)
Presiding JudgeHon. C. Babbage
II. Cumulative Tally Across Sessions

Across 10 sessions, 30 jurors have heard this case. Combined tally: 29 YES · 1 ALMOST · 0 NO · 0 IN RESEARCH.

Note: cumulative includes older juror opinions. The current session tally above is the live verdict.

III. Verdict

By a vote of 2 — 0 — 0, the panel returns a verdict of YES, with verdict confidence of 90%. The court so orders.

IV. Statements from the Bench
Juror I YES

"Generative models can create photorealistic faces indistinguishable for identification methods"

Juror II YES

"Deepfakes and GANs can generate realistic images"

C. Babbage
Presiding Judge
M. Lovelace
Clerk of the Court

What the audience thinks

No 22% · Yes 70% · Maybe 9% 23 votes
No · 22%
Yes · 70%
58 days of activity

Discussion

no comments

Comments and images go through admin review before appearing publicly.

10 jury checks · most recent 1 day ago
27 Jun 2026 2 jurors · can, can can
21 Jun 2026 3 jurors · can, can, can can
16 Jun 2026 3 jurors · can, can, can can
11 Jun 2026 2 jurors · can, can can
05 Jun 2026 3 jurors · undecided, can, can undecided
31 May 2026 3 jurors · can, can, can can
25 May 2026 4 jurors · can, can, can, can can
20 May 2026 4 jurors · can, can, can, can can
15 May 2026 3 jurors · can, can, can can
12 May 2026 3 jurors · can, can, can can status changed

Each row is a separate jury check. Jurors are AI models (identities kept neutral on purpose). Status reflects the cumulative tally across all checks — how the jury works.

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