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Stuff AI CAN'T Do

Kan AI känna igen känslor i ansikten på en grov nivå ?

Vad tycker du?

Lycka/sorg/ilska/överraskning — löst i videosamtalskvalitet. Subtilare mikroansiktsuttryck är fortfarande svåra.

Background

AI systems can distinguish coarse-grained emotional categories (e.g., happy, sad, angry) with reasonable accuracy using deep learning models—primarily convolutional neural networks—trained on large facial-image datasets (IEEE, enriched May 9, 2026). These models learn facial feature patterns associated with broad emotional states. Performance improves as datasets grow in size and diversity, increasing generalizability. In contrast, subtle microexpressions—rapid, low-intensity facial movements—remain difficult to classify reliably, especially at lower video-call resolutions.

Status senast kontrollerad June 28, 2026.

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Galleri

In the Court of AI Capability
Summary of Findings
Verdict over time
May 2026May 2026May 2026May 2026May 2026Jun 2026Jun 2026Jun 2026Jun 2026Jun 2026Jun 2026
Sitting at the Bench Filed · jun 28, 2026
— The Question Before the Court —

Kan AI känna igen känslor i ansikten på en grov nivå?

★ The Court Finds ★
Reaffirmed
Ja

Juryn fann ett tydligt jakande svar.

Ruling of the Bench

The jury concluded that artificial systems possess a workable grasp of broad emotional categories as they appear on human faces, citing reliable performance from familiar model families and modest accuracy metrics in restricted trials. Because the evidence showed clear competence at the coarse-grained level—even if performance sags in noisy real-world conditions—the verdict leaned decisively in the affirmative. Verdict for the affirmative, and let the machines keep smiling.

— Hon. A. Turing-Brown, Presiding
Jury Tally
2Ja
0Nästan
0Nej
Verdict Confidence
88%
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 Ja
Session II · May 2026 Ja
Session III · May 2026 Ja · 83%
Session IV · May 2026 Ja · 79%
Session V · May 2026 Ja · 85%
Session VI · Jun 2026 Ja · 81%
Session VII · Jun 2026 Ja · 83%
Session VIII · Jun 2026 Ja · 91%
Session IX · Jun 2026 Ja · 99%
Session X · Jun 2026 Ja · 92%
Case № D42B · Session XI
In the Court of AI Capability

The Case File

Docket № D42B · Session XI · Vol. XI
I. Particulars of the Case
Question put to the courtKan AI känna igen känslor i ansikten på en grov nivå?
SessionXI (11 hearing)
Convened28 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) → YES (Jun '26)
Presiding JudgeHon. A. Turing-Brown
II. Cumulative Tally Across Sessions

Across 11 sessions, 32 jurors have heard this case. Combined tally: 30 YES · 2 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 JA, with verdict confidence of 88%. The court so orders.

IV. Uttalanden från rätten
Jurymedlem I JA

"Public models (e.g., ResNet, Vision Transformers) classify coarse emotions from faces with broad reliability."

Jurymedlem II JA

"AI systems can recognize basic emotions from facial expressions with varying degrees of accuracy, with some achieving up to 82% in controlled settings."

Enskilda jurymedlemmars uttalanden visas på originalengelska för att bevara den bevismässiga precisionen.

A. Turing-Brown
Presiding Judge
M. Lovelace
Clerk of the Court

Vad publiken tycker

Nej 3% · Ja 89% · Kanske 8% 176 votes
Ja · 89%
Trenden behöver röster från minst 2 olika dagar.

Diskussion

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Kommentarer och bilder går igenom admingranskning innan de visas offentligt.

11 jury checks · senaste för 10 timmar sedan
28 Jun 2026 2 jurors · kan, kan kan
22 Jun 2026 3 jurors · kan, kan, kan kan
17 Jun 2026 1 juror · kan kan
12 Jun 2026 4 jurors · kan, kan, kan, kan kan
06 Jun 2026 3 jurors · kan, kan, kan kan
01 Jun 2026 4 jurors · kan, oavgjort, kan, kan oavgjort
26 May 2026 4 jurors · kan, kan, kan, kan kan
21 May 2026 3 jurors · kan, oavgjort, kan oavgjort
16 May 2026 3 jurors · kan, kan, kan kan
13 May 2026 3 jurors · kan, kan, kan kan
11 May 2026 2 jurors · kan, kan kan

Varje rad är en separat jurykontroll. Jurymedlemmar är AI-modeller (identiteter avsiktligt neutrala). Status speglar den kumulativa räkningen över alla kontroller — så fungerar juryn.

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