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Stuff AI CAN'T Do

Can AI predict the winner of a nobel prize in physics or chemistry with 85% accuracy a decade in advance ?

What do you think?

The question asks whether it’s possible to name a plausible future Nobel laureate in physics or chemistry—and be right 85 times out of 100—before any public announcement, fully ten years in advance. Researchers have explored data-driven techniques to spot tomorrow’s breakthroughs, but the limits of such forecasts remain hotly debated.

Background

Predictive efforts rely on mining citation networks, research trends, and past award patterns to identify scientists whose work is accumulating unusually strong and fast-growing influence. Early studies reported modest early-warning signals—accuracies of only 40–60 % when projecting major prizes five or more years ahead—raising questions about scalability to a full decade. Work that claims 85 % accuracy often depends on small, hand-curated datasets or post-hoc labeling rather than rigorous out-of-sample validation over multiple decades of Nobel history. Independent assessments emphasize the role of unquantifiable committee judgments and idiosyncratic factors in the Royal Swedish Academy of Sciences’ selection process, arguing that deterministic prediction at such strict thresholds remains infeasible.

Status last checked on September 22, 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 2026Jul 2026Jul 2026Jul 2026Jul 2026Jul 2026Jul 2026Aug 2026Aug 2026Aug 2026Aug 2026Aug 2026Sep 2026
Sitting at the Bench Filed · Sep 6, 2026
— The Question Before the Court —

Can AI predict the winner of a nobel prize in physics or chemistry with 85% accuracy a decade in advance?

★ The Court Finds ★
Reaffirmed
⚖
No

Beyond AI for now. The capability gap is real.

Jury Tally
0Yes
0Almost
1No
Verdict Confidence
95%
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 No · 85%
Session III · May 2026 No · 84%
Session IV · May 2026 No · 79%
Session V · May 2026 No · 82%
Session VI · Jun 2026 No · 83%
Session VII · Jun 2026 No · 93%
Session VIII · Jun 2026 No · 93%
Session IX · Jun 2026 No · 95%
Session X · Jun 2026 No · 93%
Session XI · Jul 2026 No · 95%
Session XII · Jul 2026 No · 93%
Session XIII · Jul 2026 No · 93%
Session XIV · Jul 2026 No · 90%
Session XV · Jul 2026 No · 90%
Session XVI · Jul 2026 No · 90%
Session XVII · Aug 2026 No · 85%
Session XVIII · Aug 2026 In_research · 89%
Session XIX · Aug 2026 No · 100%
Session XX · Aug 2026 No · 95%
Session 21 · Aug 2026 No · 90%
Case № 81B5 · Session 22
In the Court of AI Capability

The Case File

Docket № 81B5 · Session 22 · Vol. 22
I. Particulars of the Case
Question put to the courtCan AI predict the winner of a nobel prize in physics or chemistry with 85% accuracy a decade in advance?
Session22 (22 hearing)
Convened6 Sep 2026
Previously ruledNO (May '26) → NO (May '26) → NO (May '26) → NO (May '26) → NO (May '26) → NO (Jun '26) → NO (Jun '26) → NO (Jun '26) → NO (Jun '26) → NO (Jun '26) → NO (Jul '26) → NO (Jul '26) → NO (Jul '26) → NO (Jul '26) → NO (Jul '26) → NO (Jul '26) → NO (Aug '26) → IN_RESEARCH (Aug '26) → NO (Aug '26) → NO (Aug '26) → NO (Aug '26) → NO (Sep '26)
II. Cumulative Tally Across Sessions

Across 22 sessions, 43 jurors have heard this case. Combined tally: 0 YES · 1 ALMOST · 42 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 — 0 — 1, the panel returns a verdict of NO, with verdict confidence of 95%. The court so orders.

IV. Statements from the Bench
Juror I NO

"Nobel selection involves unpredictable human committee dynamics and non-public signals that current AI cannot model with high accuracy."

—
Presiding Judge
M. Lovelace
Clerk of the Court

What the audience thinks

No 70% · Yes 26% · Maybe 4% 23 votes
No · 70%
Yes · 26%
8 days of activity

Discussion

no comments

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⚖ 22 jury checks · most recent 3 weeks ago
06 Sep 2026 1 juror · cannot cannot
31 Aug 2026 1 juror · cannot cannot
21 Aug 2026 1 juror · cannot cannot
15 Aug 2026 1 juror · cannot cannot
10 Aug 2026 2 jurors · cannot, undecided undecided
04 Aug 2026 2 jurors · cannot, cannot cannot
30 Jul 2026 1 juror · cannot cannot
25 Jul 2026 1 juror · cannot cannot
19 Jul 2026 1 juror · cannot cannot
14 Jul 2026 2 jurors · cannot, cannot cannot
08 Jul 2026 2 jurors · cannot, cannot cannot
03 Jul 2026 1 juror · cannot cannot
28 Jun 2026 3 jurors · cannot, cannot, cannot cannot
22 Jun 2026 2 jurors · cannot, cannot cannot
17 Jun 2026 2 jurors · cannot, cannot cannot
11 Jun 2026 2 jurors · cannot, cannot cannot
06 Jun 2026 3 jurors · cannot, cannot, cannot cannot
31 May 2026 3 jurors · cannot, cannot, cannot cannot
26 May 2026 2 jurors · cannot, cannot cannot
21 May 2026 3 jurors · cannot, cannot, cannot cannot
15 May 2026 4 jurors · cannot, cannot, cannot, cannot cannot
12 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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