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Stuff AI CAN'T Do

Can AI take my job as translator ?

What do you think?

Does artificial intelligence threaten to take over the role of human translators? Recent advances show AI excels at formal text translation, yet human translators retain advantages in nuanced, creative, or culturally sensitive work where tone and context matter deeply.

Background

AI has made significant advances in translation, with neural machine translation systems now capable of handling multiple languages with high accuracy, especially in formal or structured text. However, human translators still excel in nuanced, literary, or culturally sensitive content where context and tone are critical. While AI can assist and speed up translation work, it is unlikely to fully replace human translators in complex or creative tasks in the near future. Many translators are adapting by working alongside AI tools to improve efficiency.

— Enriched May 15, 2026 · Source: MIT Technology Review, 2023

Status last checked on September 27, 2026.

📰

Gallery

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

Can AI take my job as translator?

★ The Court Finds ★
▲ Upgraded from Almost
⚖
Yes

The jury found a clear answer in the affirmative.

Jury Tally
2Yes
0Almost
0No
Verdict Confidence
93%
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 · 84%
Session II · May 2026 Yes · 84%
Session III · May 2026 Almost · 83%
Session IV · May 2026 Almost · 83%
Session V · Jun 2026 Almost · 79%
Session VI · Jun 2026 Almost · 83%
Session VII · Jun 2026 Yes · 95%
Session VIII · Jun 2026 Almost · 95%
Session IX · Jun 2026 Almost · 88%
Session X · Jul 2026 Almost · 90%
Session XI · Jul 2026 Almost · 86%
Session XII · Jul 2026 Yes · 100%
Session XIII · Jul 2026 Yes · 98%
Session XIV · Jul 2026 Almost · 80%
Session XV · Jul 2026 Almost · 80%
Session XVI · Aug 2026 Almost · 80%
Session XVII · Aug 2026 Yes · 98%
Session XVIII · Aug 2026 Almost · 89%
Session XIX · Aug 2026 Yes · 90%
Session XX · Aug 2026 Yes · 90%
Session 21 · Sep 2026 Almost · 90%
Session 22 · Sep 2026 Almost · 88%
Session 23 · Sep 2026 Almost · 85%
Session 24 · Sep 2026 Almost · 88%
Case № A657 · Session 25
In the Court of AI Capability

The Case File

Docket № A657 · Session 25 · Vol. 25
I. Particulars of the Case
Question put to the courtCan AI take my job as translator?
Session25 (25 hearing)
Convened27 Sep 2026
Previously ruledYES (May '26) → YES (May '26) → ALMOST (May '26) → ALMOST (May '26) → ALMOST (Jun '26) → ALMOST (Jun '26) → YES (Jun '26) → ALMOST (Jun '26) → ALMOST (Jun '26) → ALMOST (Jul '26) → ALMOST (Jul '26) → YES (Jul '26) → YES (Jul '26) → ALMOST (Jul '26) → ALMOST (Jul '26) → ALMOST (Aug '26) → YES (Aug '26) → ALMOST (Aug '26) → YES (Aug '26) → YES (Aug '26) → ALMOST (Sep '26) → ALMOST (Sep '26) → ALMOST (Sep '26) → ALMOST (Sep '26) → YES (Sep '26)
II. Cumulative Tally Across Sessions

Across 25 sessions, 51 jurors have heard this case. Combined tally: 26 YES · 25 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 93%. The court so orders. Verdict upgraded from prior session.

IV. Statements from the Bench
Juror I YES

"AI can translate text between languages with high accuracy."

Juror II YES

"AI translation systems, including those using large language models, now achieve human-level quality for many language pairs and content types, with high acceptance rates in real-world applications."

—
Presiding Judge
M. Lovelace
Clerk of the Court

What the audience thinks

No 22% · Yes 57% · Maybe 22% 23 votes
No · 22%
Yes · 57%
Maybe · 22%
Trend needs votes from at least 2 different days.

Discussion

no comments

Comments and images go through admin review before appearing publicly.

⚖ 25 jury checks · most recent 3 hours ago
27 Sep 2026 2 jurors · can, can can
21 Sep 2026 2 jurors · undecided, can undecided
16 Sep 2026 1 juror · undecided undecided
11 Sep 2026 2 jurors · undecided, undecided undecided
05 Sep 2026 1 juror · undecided undecided
31 Aug 2026 1 juror · can can
20 Aug 2026 3 jurors · undecided, can, can undecided
15 Aug 2026 2 jurors · undecided, can undecided
09 Aug 2026 1 juror · can can
04 Aug 2026 1 juror · undecided undecided
29 Jul 2026 1 juror · undecided undecided
24 Jul 2026 1 juror · undecided undecided
19 Jul 2026 1 juror · can can
13 Jul 2026 1 juror · can can
08 Jul 2026 3 jurors · undecided, can, undecided undecided
02 Jul 2026 2 jurors · can, undecided undecided
27 Jun 2026 2 jurors · undecided, can undecided
21 Jun 2026 2 jurors · can, undecided undecided
16 Jun 2026 1 juror · can can
11 Jun 2026 4 jurors · can, can, undecided, undecided undecided
05 Jun 2026 3 jurors · undecided, can, undecided undecided
31 May 2026 4 jurors · undecided, can, can, undecided undecided
25 May 2026 4 jurors · can, can, undecided, undecided undecided
20 May 2026 3 jurors · can, can, undecided undecided
15 May 2026 3 jurors · can, can, undecided undecided

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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