🔥 Hot topics · ⛔ Can NOT do · ✅ Can do · § The Court · ⚖ Recent inflections · 📈 Timeline · ❓ Ask · ✨ Editorials · 🔥 Hot topics · ⛔ Can NOT do · ✅ Can do · § The Court · ⚖ Recent inflections · 📈 Timeline · ❓ Ask · ✨ Editorials
Stuff AI CAN'T Do

Can AI determine best choice of schools not just on grades but also character and psychology ?

What do you think?

How can schools be selected when their value extends beyond grades to include character and psychological traits? Emerging tools now analyze behavioral and emotional data to assess qualities like perseverance or social adaptability, offering a broader view of student potential. Yet these innovations introduce new ethical and practical challenges that complicate the decision-making process.

Background

AI is already being used to evaluate student character and psychological traits by analyzing behavioral data such as engagement in class discussions, collaboration patterns, and emotional responses during online learning. Machine learning models can process this data to identify qualities like perseverance, curiosity, and social adaptability, which traditional grades do not capture. Some platforms use surveys and biometric feedback to assess well-being and mindset, providing a more holistic view of a student's potential. However, these tools raise ethical concerns about privacy and the standardization of subjective qualities, and their implementation remains uneven across educational systems.

Status last checked on September 23, 2026.

📰

Gallery

In the Court of AI Capability
Summary of Findings
Verdict over time
May 2026May 2026May 2026May 2026Jun 2026Jun 2026Jun 2026Jun 2026Jun 2026Jun 2026Jul 2026Jul 2026Jul 2026Jul 2026Jul 2026Jul 2026Aug 2026Aug 2026Aug 2026Aug 2026Aug 2026Sep 2026Sep 2026Sep 2026Sep 2026
Sitting at the Bench Filed · Sep 23, 2026
— The Question Before the Court —

Can AI determine best choice of schools not just on grades but also character and psychology?

★ The Court Finds ★
Reaffirmed
⚖
Almost

Narrow demos exist — but the panel was not unanimous.

Jury Tally
0Yes
1Almost
0No
Verdict Confidence
90%
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 Almost · 78%
Session III · May 2026 Almost · 78%
Session IV · May 2026 Almost · 73%
Session V · Jun 2026 Almost · 70%
Session VI · Jun 2026 Almost · 73%
Session VII · Jun 2026 Almost · 88%
Session VIII · Jun 2026 Almost · 82%
Session IX · Jun 2026 No · 95%
Session X · Jun 2026 Almost · 80%
Session XI · Jul 2026 Almost · 83%
Session XII · Jul 2026 No · 95%
Session XIII · Jul 2026 No · 95%
Session XIV · Jul 2026 Almost · 80%
Session XV · Jul 2026 Almost · 80%
Session XVI · Jul 2026 Almost · 80%
Session XVII · Aug 2026 Almost · 80%
Session XVIII · Aug 2026 In_research · 88%
Session XIX · Aug 2026 Almost · 80%
Session XX · Aug 2026 Almost · 85%
Session 21 · Aug 2026 Almost · 80%
Session 22 · Sep 2026 Almost · 85%
Session 23 · Sep 2026 In_research · 80%
Session 24 · Sep 2026 Almost · 78%
Case № 5EA3 · Session 25
In the Court of AI Capability

The Case File

Docket № 5EA3 · Session 25 · Vol. 25
I. Particulars of the Case
Question put to the courtCan AI determine best choice of schools not just on grades but also character and psychology?
Session25 (25 hearing)
Convened23 Sep 2026
Previously ruledNO (May '26) → ALMOST (May '26) → ALMOST (May '26) → ALMOST (May '26) → ALMOST (Jun '26) → ALMOST (Jun '26) → ALMOST (Jun '26) → ALMOST (Jun '26) → NO (Jun '26) → ALMOST (Jun '26) → ALMOST (Jul '26) → NO (Jul '26) → NO (Jul '26) → ALMOST (Jul '26) → ALMOST (Jul '26) → ALMOST (Jul '26) → ALMOST (Aug '26) → IN_RESEARCH (Aug '26) → ALMOST (Aug '26) → ALMOST (Aug '26) → ALMOST (Aug '26) → ALMOST (Sep '26) → IN_RESEARCH (Sep '26) → ALMOST (Sep '26) → ALMOST (Sep '26)
II. Cumulative Tally Across Sessions

Across 25 sessions, 53 jurors have heard this case. Combined tally: 3 YES · 40 ALMOST · 9 NO · 1 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 90%. The court so orders.

IV. Statements from the Bench
Juror I ALMOST

"AI can rank schools by data but cannot reliably assess intangible character or psychological fit without subjective human context."

—
Presiding Judge
M. Lovelace
Clerk of the Court

What the audience thinks

No 65% · Yes 4% · Maybe 30% 23 votes
No · 65%
Maybe · 30%
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 days ago
23 Sep 2026 1 juror · undecided undecided
18 Sep 2026 2 jurors · undecided, can undecided
07 Sep 2026 1 juror · undecided undecided
01 Sep 2026 3 jurors · undecided, undecided, undecided undecided
27 Aug 2026 1 juror · undecided undecided
22 Aug 2026 1 juror · undecided undecided
16 Aug 2026 2 jurors · undecided, undecided undecided
11 Aug 2026 2 jurors · undecided, cannot undecided
05 Aug 2026 1 juror · undecided undecided
31 Jul 2026 1 juror · undecided undecided
26 Jul 2026 2 jurors · undecided, undecided undecided
20 Jul 2026 1 juror · undecided undecided
15 Jul 2026 1 juror · cannot cannot
09 Jul 2026 1 juror · cannot cannot
04 Jul 2026 3 jurors · cannot, can, undecided undecided
28 Jun 2026 2 jurors · undecided, undecided undecided
23 Jun 2026 1 juror · cannot cannot
18 Jun 2026 3 jurors · undecided, undecided, undecided undecided
12 Jun 2026 2 jurors · can, undecided undecided
07 Jun 2026 3 jurors · undecided, undecided, undecided undecided
01 Jun 2026 3 jurors · undecided, undecided, undecided undecided
27 May 2026 2 jurors · undecided, undecided undecided
22 May 2026 5 jurors · undecided, undecided, undecided, undecided, undecided undecided
16 May 2026 5 jurors · undecided, undecided, undecided, undecided, undecided undecided status changed
13 May 2026 4 jurors · cannot, 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.

More in society

Got one we missed?

Add a statement to the atlas. We review weekly.