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Stuff AI CAN'T Do

Can AI come up with an idea and create a small video game from scratch ?

What do you think?

What would it take to dream up and build a tiny game entirely from scratch? AI tools now exist that can draft storylines, generate code, or assemble artwork on demand, making it easier to turn a rough concept into a playable prototype in hours. The barrier to entry for solo creators has never been lower—but how far can these systems truly go before human hands need to guide the wheel?

Background

Large language models can draft game narratives, write scripting logic in C# or Python, and compose basic pixel-art sprites from text prompts; these capabilities are accessible via plugins for Unity and Unreal Engine as well as no-code platforms. Procedural content-generation techniques such as Wave Function Collapse for tile-maps and GANs for sprite sheets are routinely used to automate asset creation. A 2023 MIT Technology Review survey of 1,280 hobbyist developers found that 68% had released at least one AI-assisted game prototype within the past year, with platformers and 2-D puzzle games comprising the majority of titles. Experiments with fully automated game jams (e.g., Ludum Dare 54, October 2024) show that while AI can produce a functional but mechanically shallow build in under four hours, playability and polish typically require human iteration. Benchmarks published in IEEE Access (2025) indicate that AI-generated code contains syntactically correct logic in ~87% of prompts, yet narrative cohesion and level-balance errors emerge in ~42% of cases unless a designer intervenes.

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 2026Jun 2026Jun 2026Jun 2026Jun 2026Jun 2026Jul 2026Jul 2026Jul 2026Jul 2026Jul 2026Jul 2026Aug 2026Aug 2026Aug 2026Aug 2026Aug 2026Aug 2026Sep 2026Sep 2026Sep 2026
Sitting at the Bench Filed · Sep 17, 2026
— The Question Before the Court —

Can AI come up with an idea and create a small video game from scratch?

★ The Court Finds ★
▲ Upgraded from Almost
⚖
Yes

The jury found a clear answer in the affirmative.

Jury Tally
1Yes
0Almost
0No
Verdict Confidence
60%
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 Almost · 83%
Session II · May 2026 Yes · 83%
Session III · May 2026 Yes · 84%
Session IV · May 2026 Almost · 78%
Session V · Jun 2026 Almost · 77%
Session VI · Jun 2026 Almost · 78%
Session VII · Jun 2026 Almost · 86%
Session VIII · Jun 2026 Yes · 89%
Session IX · Jun 2026 Almost · 85%
Session X · Jul 2026 Yes · 88%
Session XI · Jul 2026 Yes · 95%
Session XII · Jul 2026 Yes · 100%
Session XIII · Jul 2026 Almost · 80%
Session XIV · Jul 2026 Almost · 80%
Session XV · Jul 2026 Almost · 85%
Session XVI · Aug 2026 Almost · 80%
Session XVII · Aug 2026 Yes · 95%
Session XVIII · Aug 2026 Almost · 88%
Session XIX · Aug 2026 Yes · 100%
Session XX · Aug 2026 Yes · 90%
Session 21 · Aug 2026 Almost · 85%
Session 22 · Sep 2026 Yes · 95%
Session 23 · Sep 2026 Almost · 85%
Case № 3560 · Session 24
In the Court of AI Capability

The Case File

Docket № 3560 · Session 24 · Vol. 24
I. Particulars of the Case
Question put to the courtCan AI come up with an idea and create a small video game from scratch?
Session24 (24 hearing)
Convened17 Sep 2026
Previously ruledALMOST (May '26) → YES (May '26) → YES (May '26) → ALMOST (May '26) → ALMOST (Jun '26) → ALMOST (Jun '26) → ALMOST (Jun '26) → YES (Jun '26) → ALMOST (Jun '26) → YES (Jul '26) → YES (Jul '26) → YES (Jul '26) → ALMOST (Jul '26) → ALMOST (Jul '26) → ALMOST (Jul '26) → ALMOST (Aug '26) → YES (Aug '26) → ALMOST (Aug '26) → YES (Aug '26) → YES (Aug '26) → ALMOST (Aug '26) → YES (Sep '26) → ALMOST (Sep '26) → YES (Sep '26)
II. Cumulative Tally Across Sessions

Across 24 sessions, 50 jurors have heard this case. Combined tally: 26 YES · 24 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 1 — 0 — 0, the panel returns a verdict of YES, with verdict confidence of 60%. The court so orders. Verdict upgraded from prior session.

IV. Statements from the Bench
Juror I YES

"AI systems can generate game ideas, assets, and code, and even assemble them into playable prototypes with minimal human input. 0.9 false 2026-06"

—
Presiding Judge
M. Lovelace
Clerk of the Court

What the audience thinks

No 22% · Yes 39% · Maybe 39% 23 votes
No · 22%
Yes · 39%
Maybe · 39%
9 days of activity

Discussion

no comments

Comments and images go through admin review before appearing publicly.

⚖ 24 jury checks · most recent 1 week ago
17 Sep 2026 1 juror · can can
11 Sep 2026 1 juror · undecided undecided
06 Sep 2026 1 juror · can can
31 Aug 2026 1 juror · undecided undecided
26 Aug 2026 1 juror · can can
21 Aug 2026 1 juror · can can
15 Aug 2026 2 jurors · undecided, can undecided
10 Aug 2026 1 juror · can can
04 Aug 2026 1 juror · undecided undecided
30 Jul 2026 2 jurors · undecided, can undecided
24 Jul 2026 2 jurors · undecided, undecided undecided
19 Jul 2026 1 juror · undecided undecided
14 Jul 2026 1 juror · can can
08 Jul 2026 1 juror · can can
03 Jul 2026 3 jurors · can, can, undecided undecided
27 Jun 2026 3 jurors · undecided, can, undecided undecided
22 Jun 2026 3 jurors · undecided, can, can undecided
17 Jun 2026 3 jurors · undecided, can, undecided undecided
11 Jun 2026 3 jurors · undecided, can, undecided undecided
06 Jun 2026 2 jurors · can, undecided undecided
31 May 2026 3 jurors · can, undecided, undecided undecided
26 May 2026 4 jurors · can, can, can, undecided undecided
21 May 2026 5 jurors · can, can, can, undecided, undecided undecided
15 May 2026 4 jurors · can, can, undecided, 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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