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Prediction markets for Language Learning Models

By the end of 2026, will we have transparency into any useful internal pattern within a Large Language Model whose semantics would have been unfamiliar to AI and cognitive science in 2006?

Sep 30, 5:54 PMFeb 1, 7:59 AM

9.91%chance

811504802

OptionVotes

YES

NO

58014

10529

What year will the first AI exceed 80% on MLE-bench?

Oct 10, 11:14 PMJan 18, 7:59 AM

387022

OptionProbability

2026

2025

2027

2028

2029

After 2030

2024

2030

33

20

13

7

6

5

4

4

Will any notable scientist or public intellectual posthumously publish as an AI simulacrum before EoY 2027?

Jun 12, 3:00 AMJan 1, 7:59 AM

7.64%chance

226982

OptionVotes

YES

NO

3477

288

Will reinforcement learning overtake LMs on math before 2028?

May 29, 11:10 PMJan 2, 4:59 AM

60.78%chance

394345

OptionVotes

NO

YES

1390

541

Will scaling current methods be enough to eliminate LLM hallucination?

Feb 27, 11:31 PMJan 2, 5:59 AM

15.34%chance

533171

OptionVotes

YES

NO

1805

749

Will Jacob Pfau think that the Eliciting Latent Knowledge research program has achieved something important by October 20, 2026?

Oct 20, 7:33 PMOct 21, 3:59 AM

31.23%chance

142358

OptionVotes

YES

NO

1627

398

Will tweaking current Large Language Models (LLMs) lead us to achieving Artificial General Intelligence (AGI)?

Jan 6, 9:15 PMDec 31, 10:59 PM

18.53%chance

27998

OptionVotes

YES

NO

1053

973

When will LLMs be able to translate the Food Tongue conlang?

Dec 31, 4:26 AMJan 1, 4:59 AM

21665

OptionProbability

2027 or later

2026

2024

2025

42

24

17

17

Will pytorch be most used autodiff framework as of the end of 2026?

Dec 18, 8:50 PMDec 31, 10:59 PM

83.02%chance

7153

OptionVotes

NO

YES

257

109

[Carlini questions] Open-weight SOTA AI system that can reliably withstand jailbreaking and "prompt injection" attacks

Mar 24, 2:31 AMJan 1, 11:59 PM

7116

OptionProbability

By Jan 1st 2030

By Jan 1st 2029

By Jan 1st 2028

By Jan 1st 2027

By Jan 1st 2026

83

76

57

51

12

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