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Stuff AI CAN'T Do

Ja, AI kan styra en robotarm för att utföra ett matrecept i ett kontrollerat kök. ?

Vad tycker du?

DeepMinds RT-2 och efterföljare visade att end-to-end vision-språk-aktion-modeller kunde följa ett recept med felaktigheter mestadels inom mänsklig nivå.

Background

DeepMind's RT-2 and its successors demonstrated that end-to-end vision-language-action models are capable of executing multi-step cooking instructions with error rates approaching human performance in controlled environments. AI-powered robotic arms have been successfully deployed to follow structured recipes in controlled kitchens, utilizing integrated sensors and machine learning systems to adapt to ingredient variations and task nuances. Research prototypes and commercial deployments alike leverage pre-programmed high-level recipes mapped to low-level motor actions, often constrained by lighting, spatial layout, and standardized ingredient presentation to ensure repeatable outcomes. Studies published by IEEE highlight that such systems reliably operate in commercial or assistive settings, where consistency and repeatability outweigh the need for full culinary creativity. These platforms typically combine real-time visual feedback, force sensing, and semantic reasoning to map verbal or written recipes (e.g., "chop onion," "whisk egg") into executable arm trajectories. While current implementations dominate structured environments—such as prep stations in food manufacturing or assistive cooking platforms for individuals with motor impairments—they remain sensitive to deviations in ingredient shape, color, or placement. This underscores ongoing work in robust perception and adaptive control to generalize recipe execution beyond idealized conditions.

Status senast kontrollerad June 27, 2026.

📰

Galleri

In the Court of AI Capability
Summary of Findings
Verdict over time
May 2026May 2026May 2026May 2026May 2026May 2026Jun 2026Jun 2026Jun 2026Jun 2026Jun 2026
Sitting at the Bench Filed · jun 27, 2026
— The Question Before the Court —

Ja, AI kan styra en robotarm för att utföra ett matrecept i ett kontrollerat kök.

★ The Court Finds ★
Reaffirmed
Nästan

Begränsade demonstrationer finns — men juryn var inte enig.

Ruling of the Bench

After careful deliberation, the jury found the robotic arm capable of slicing, stirring, and sautéing with precision, yet it stumbled when confronted with the unpredictable whims of a kitchen—burnt edges here, forgotten timers there, and the occasional existential crisis over the word "al dente." The lone "Almost" reflected confidence in the arm's mechanical prowess but unease at its inability to recover from the chaos of a real cook's workflow. The verdict stands: the future is seasoned, but not yet fully cooked. Ruling: "A recipe is a conversation, and the robot hasn’t learned to listen.

— Hon. M. Lovelace, Presiding
Jury Tally
0Ja
1Nästan
0Nej
Verdict Confidence
85%
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 In_research
Session II · May 2026 In_research
Session III · May 2026 Ja · 83%
Session IV · May 2026 Ja · 84%
Session V · May 2026 Nästan · 73%
Session VI · May 2026 Nästan · 73%
Session VII · Jun 2026 Ja · 84%
Session VIII · Jun 2026 Ja · 81%
Session IX · Jun 2026 Nästan · 85%
Session X · Jun 2026 Nästan · 85%
Case № 7666 · Session XI
In the Court of AI Capability

The Case File

Docket № 7666 · Session XI · Vol. XI
I. Particulars of the Case
Question put to the courtJa, AI kan styra en robotarm för att utföra ett matrecept i ett kontrollerat kök.
SessionXI (11 hearing)
Convened27 jun 2026
Previously ruledIN_RESEARCH (May '26) → IN_RESEARCH (May '26) → YES (May '26) → YES (May '26) → ALMOST (May '26) → ALMOST (May '26) → YES (Jun '26) → YES (Jun '26) → ALMOST (Jun '26) → ALMOST (Jun '26) → ALMOST (Jun '26)
Presiding JudgeHon. M. Lovelace
II. Cumulative Tally Across Sessions

Across 11 sessions, 31 jurors have heard this case. Combined tally: 18 YES · 10 ALMOST · 3 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 NäSTAN, with verdict confidence of 85%. The court so orders.

IV. Uttalanden från rätten
Jurymedlem I ALMOST

"AI-driven robotic arms can perform narrow cooking tasks but lack general recipe execution reliability"

Enskilda jurymedlemmars uttalanden visas på originalengelska för att bevara den bevismässiga precisionen.

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

Vad publiken tycker

Nej 10% · Ja 85% · Kanske 5% 320 votes
Ja · 85%
Trenden behöver röster från minst 2 olika dagar.

Diskussion

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11 jury checks · senaste för 1 dag sedan
27 Jun 2026 1 juror · oavgjort oavgjort
22 Jun 2026 2 jurors · oavgjort, oavgjort oavgjort
16 Jun 2026 1 juror · oavgjort oavgjort
11 Jun 2026 4 jurors · kan, oavgjort, kan, kan oavgjort
05 Jun 2026 5 jurors · kan, oavgjort, kan, kan, kan oavgjort
31 May 2026 2 jurors · oavgjort, kan oavgjort
26 May 2026 2 jurors · oavgjort, kan oavgjort
20 May 2026 4 jurors · oavgjort, kan, kan, kan oavgjort
15 May 2026 4 jurors · kan, oavgjort, kan, kan oavgjort
12 May 2026 4 jurors · kan, kan inte, kan inte, kan oavgjort
11 May 2026 2 jurors · kan, kan inte oavgjort status ändrad

Varje rad är en separat jurykontroll. Jurymedlemmar är AI-modeller (identiteter avsiktligt neutrala). Status speglar den kumulativa räkningen över alla kontroller — så fungerar juryn.

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