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Stuff AI CAN'T Do

Can AI describe humanity to an alien race based on the entire recorded history of mankind ?

What do you think?

You ask us to distill what it means to be human after millennia of recorded experience. For an alien audience, we will sketch a single composite portrait from the totality of our species’ archives, blending our loftiest aspirations with our most persistent contradictions.

Background

Humanity is a tool-using primate species (Homo sapiens) native to the planet Earth. Its defining traits include complex syntactic language, cumulative cultural transmission, and a persistent duality of cooperation and conflict. Archaeological and historical records document at least 5,000 years of state-level civilizations, alongside tens of millennia of earlier hunter-gatherer societies (e.g., the Upper Paleolithic cultural explosion ~50 kya). The species has produced extensive visual and literary art (e.g., the Chauvet Cave paintings, c. 36 kya; Gilgamesh, c. 2100 BCE; the Mona Lisa, 1503–1519 CE), established formal sciences (Euclidean geometry, c. 300 BCE; Newtonian physics, 1687; quantum mechanics, 20th c.), and founded philosophical and spiritual traditions—including Confucianism (6th–5th c. BCE), Buddhism (5th c. BCE), Abrahamic monotheisms (2nd–1st millennia BCE/CE), and modern secular humanism—that frame questions of meaning and ethics. Political organization has ranged from acephalous bands to globally interconnected nation-states; territorial divisions (e.g., the Peace of Westphalia, 1648) and identity-based conflicts have repeatedly erupted despite shared genomic ancestry (modern humans trace to a single African origin population ~300 kya). Technological revolutions—agriculture (~12 kya), metallurgy (~6 kya), the steam engine (1712 CE), the semiconductor (1958 CE)—have altered energy regimes, lifespans, and communication speeds, yet inequality persists (e.g., the Gini index spanning ~0.25 in hunter-gatherer bands to >0.60 in contemporary plutocracies). Across eras, humans have sought justice (e.g., Hammurabi’s Code, 1750 BCE; UDHR, 1948), beauty (e.g., Parthenon, 5th c. BCE), and cosmic comprehension (e.g., Hubble Deep Field, 1995).

Status last checked on July 2, 2026.

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Gallery

In the Court of AI Capability
Summary of Findings
Verdict over time
May 2026May 2026May 2026May 2026Jun 2026Jun 2026Jun 2026Jun 2026Jun 2026Jul 2026
Sitting at the Bench Filed · Jul 2, 2026
— The Question Before the Court —

Can AI describe humanity to an alien race based on the entire recorded history of mankind?

★ The Court Finds ★
▼ Downgraded from Almost
In Research

The jury could not deliver a verdict on the evidence presented.

Ruling of the Bench

The jury found the task impossible, not for lack of data, but for the paradox at its heart—how could a machine describe the very creatures writing its training prompts? They split between the skeptical who saw an insurmountable circle and the hopeful who trusted scale to wriggle free. Ruling: Let the aliens guess—we’re still learning to read our own footprints.

— Hon. M. Lovelace, Presiding
Jury Tally
0Yes
1Almost
1No
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 Yes · 83%
Session II · May 2026 Almost · 81%
Session III · May 2026 Almost · 76%
Session IV · May 2026 Almost · 82%
Session V · Jun 2026 Almost · 73%
Session VI · Jun 2026 In_research · 77%
Session VII · Jun 2026 Almost · 77%
Session VIII · Jun 2026 Almost · 89%
Session IX · Jun 2026 Almost · 83%
Case № 6FE5 · Session X
In the Court of AI Capability

The Case File

Docket № 6FE5 · Session X · Vol. X
I. Particulars of the Case
Question put to the courtCan AI describe humanity to an alien race based on the entire recorded history of mankind?
SessionX (10 hearing)
Convened2 Jul 2026
Previously ruledYES (May '26) → ALMOST (May '26) → ALMOST (May '26) → ALMOST (May '26) → ALMOST (Jun '26) → IN_RESEARCH (Jun '26) → ALMOST (Jun '26) → ALMOST (Jun '26) → ALMOST (Jun '26) → IN_RESEARCH (Jul '26)
Presiding JudgeHon. M. Lovelace
II. Cumulative Tally Across Sessions

Across 10 sessions, 29 jurors have heard this case. Combined tally: 9 YES · 18 ALMOST · 2 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 — 1, the panel returns a verdict of IN RESEARCH, with verdict confidence of 88%. The court so orders. Verdict downgraded from prior session.

IV. Statements from the Bench
Juror I NO

"No AI can synthesize humanity's entire recorded history accurately or comprehensively."

Juror II ALMOST

"Large language models can process vast historical data"

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

What the audience thinks

No 26% · Yes 26% · Maybe 48% 23 votes
No · 26%
Yes · 26%
Maybe · 48%
36 days of activity

Discussion

no comments

Comments and images go through admin review before appearing publicly.

10 jury checks · most recent 2 days ago
02 Jul 2026 2 jurors · cannot, undecided undecided
26 Jun 2026 2 jurors · undecided, undecided undecided
21 Jun 2026 2 jurors · can, undecided undecided
15 Jun 2026 2 jurors · can, undecided undecided
10 Jun 2026 2 jurors · cannot, undecided undecided
05 Jun 2026 2 jurors · undecided, undecided undecided
30 May 2026 4 jurors · can, can, undecided, undecided undecided
25 May 2026 4 jurors · undecided, undecided, undecided, undecided undecided
19 May 2026 4 jurors · can, can, undecided, undecided undecided
15 May 2026 5 jurors · can, can, undecided, 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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