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Stuff AI CAN'T Do

Can AI translate animal languages ?

What do you think?

Animal communication presents a rich and complex challenge for translation technologies. Could artificial intelligence bridge the gap between human language and the diverse signals used by other species? The debate hinges on both technical feasibility and the depth of understanding required to decode animal utterances meaningfully.

Background

Current AI systems can translate human languages with impressive accuracy, but translating animal communication remains at an early stage of research. Scientists have used machine learning to decode specific animal calls, such as dolphin whistles or monkey vocalizations, by training models on annotated datasets, achieving partial success in mapping sounds to meaning. Projects like CETI (Whale Communication Translation) aim to apply AI to sperm whale communication, but full "translation" is not yet possible due to the complexity of animal languages, lack of shared syntax, and ethical constraints in data collection. Most advances involve classifying vocalizations into categories rather than translating nuanced meaning in real time.

Status last checked on September 24, 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 2026Jun 2026Jul 2026Jul 2026Jul 2026Jul 2026Jul 2026Aug 2026Aug 2026Aug 2026Aug 2026Aug 2026Sep 2026Sep 2026Sep 2026Sep 2026Sep 2026
Sitting at the Bench Filed · Sep 24, 2026
— The Question Before the Court —

Can AI translate animal languages?

★ The Court Finds ★
▲ Upgraded from In_research
⚖
Almost

Narrow demos exist — but the panel was not unanimous.

Jury Tally
0Yes
1Almost
0No
Verdict Confidence
86%
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 No
Session II · May 2026 In_research
Session III · May 2026 Almost · 72%
Session IV · May 2026 Almost · 78%
Session V · May 2026 In_research · 75%
Session VI · Jun 2026 Almost · 75%
Session VII · Jun 2026 In_research · 77%
Session VIII · Jun 2026 Almost · 73%
Session IX · Jun 2026 In_research · 75%
Session X · Jun 2026 In_research · 77%
Session XI · Jun 2026 In_research · 83%
Session XII · Jul 2026 In_research · 80%
Session XIII · Jul 2026 In_research · 83%
Session XIV · Jul 2026 No · 95%
Session XV · Jul 2026 Almost · 60%
Session XVI · Jul 2026 Almost · 70%
Session XVII · Aug 2026 Almost · 65%
Session XVIII · Aug 2026 Almost · 60%
Session XIX · Aug 2026 In_research · 80%
Session XX · Aug 2026 No · 95%
Session 21 · Aug 2026 No · 92%
Session 22 · Sep 2026 No · 95%
Session 23 · Sep 2026 No · 95%
Session 24 · Sep 2026 No · 90%
Session 25 · Sep 2026 In_research · 95%
Case № 2407 · Session 26
In the Court of AI Capability

The Case File

Docket № 2407 · Session 26 · Vol. 26
I. Particulars of the Case
Question put to the courtCan AI translate animal languages?
Session26 (26 hearing)
Convened24 Sep 2026
Previously ruledNO (May '26) → IN_RESEARCH (May '26) → ALMOST (May '26) → ALMOST (May '26) → IN_RESEARCH (May '26) → ALMOST (Jun '26) → IN_RESEARCH (Jun '26) → ALMOST (Jun '26) → IN_RESEARCH (Jun '26) → IN_RESEARCH (Jun '26) → IN_RESEARCH (Jun '26) → IN_RESEARCH (Jul '26) → IN_RESEARCH (Jul '26) → NO (Jul '26) → ALMOST (Jul '26) → ALMOST (Jul '26) → ALMOST (Aug '26) → ALMOST (Aug '26) → IN_RESEARCH (Aug '26) → NO (Aug '26) → NO (Aug '26) → NO (Sep '26) → NO (Sep '26) → NO (Sep '26) → IN_RESEARCH (Sep '26) → ALMOST (Sep '26)
II. Cumulative Tally Across Sessions

Across 26 sessions, 54 jurors have heard this case. Combined tally: 0 YES · 31 ALMOST · 23 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 0 — 1 — 0, the panel returns a verdict of ALMOST, with verdict confidence of 86%. The court so orders. Verdict upgraded from prior session.

IV. Statements from the Bench
Juror I ALMOST

"AI can classify limited animal vocalizations and map to simple meanings, but no system fully translates animal communication to human language."

—
Presiding Judge
M. Lovelace
Clerk of the Court

What the audience thinks

No 39% · Yes 13% · Maybe 48% 23 votes
No · 39%
Yes · 13%
Maybe · 48%
Trend needs votes from at least 2 different days.

Discussion

no comments

Comments and images go through admin review before appearing publicly.

⚖ 26 jury checks · most recent 2 days ago
24 Sep 2026 1 juror · undecided undecided
19 Sep 2026 2 jurors · cannot, undecided undecided
14 Sep 2026 1 juror · cannot cannot
08 Sep 2026 1 juror · cannot cannot
03 Sep 2026 1 juror · cannot cannot
23 Aug 2026 3 jurors · cannot, cannot, undecided undecided
18 Aug 2026 1 juror · cannot cannot
12 Aug 2026 2 jurors · undecided, cannot undecided
07 Aug 2026 1 juror · undecided undecided
01 Aug 2026 2 jurors · undecided, undecided undecided
27 Jul 2026 2 jurors · undecided, undecided undecided
21 Jul 2026 2 jurors · undecided, undecided undecided
16 Jul 2026 1 juror · cannot cannot
11 Jul 2026 2 jurors · undecided, cannot undecided
05 Jul 2026 2 jurors · undecided, cannot undecided
30 Jun 2026 2 jurors · undecided, cannot undecided
24 Jun 2026 2 jurors · cannot, undecided undecided
19 Jun 2026 2 jurors · undecided, cannot undecided
14 Jun 2026 3 jurors · cannot, undecided, undecided undecided
08 Jun 2026 2 jurors · cannot, undecided undecided
03 Jun 2026 3 jurors · cannot, undecided, undecided undecided
28 May 2026 2 jurors · cannot, undecided undecided
23 May 2026 3 jurors · cannot, undecided, undecided undecided
18 May 2026 5 jurors · undecided, cannot, undecided, undecided, undecided undecided
14 May 2026 3 jurors · undecided, undecided, undecided undecided status changed
11 May 2026 3 jurors · cannot, cannot, cannot cannot 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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