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Labor Automation Forecasting Hub: July 2026 Updates

7
0 comments

When will an AI system demonstrate full autonomy in software engineering and scientific research?

13 Jul 2029 (24 Oct 2027 - Mar 2042)

-2
11 comment
12
12 forecasters
13 Jul 2029
(24 Oct 2027 - Mar 2042)

AI Military Disempowerment Pro Discussion

2121 comments

Will at least one paper published in Nature, Science, or Cell list an AI system as a formally credited author before January 1, 2030?

11 comment
%chance

Got Opinions on AI & Labor? The Labor Automation Tournament Comment Prize Deadline is September 1.

4
0 comments

Will a bot finish in the top 5 of the Summer 2026 Metaculus Cup?

98% chance

-1
0 comments
20
20 forecasters
98%chance

When will an AI solve or determine the undecidability of a Millennium Prize Problem with its proof published in a peer-reviewed journal?

<01 Jan 2030 (<01 Jan 2030 - <01 Jan 2030)

2
2222 comments
28
28 forecasters
<01 Jan 2030
(<01 Jan 2030 - <01 Jan 2030)

Will more than two of Gary Marcus' proposed AI achievements come to pass before 2030?

98.1% chance

33
1919 comments
177
177 forecasters
98.1%chance

When will an AI model trained with the following orders of magnitude more compute than GPT-4 be downloadable by the general public?

9
0 comments
13
13 forecasters

Which of Scott Aaronson's five AI worlds will first come to pass before 2050?

40
173173 comments
281
281 forecasters

Will there be a leading AI lab with no internal safety team in the following years?

9
1515 comments
42
42 forecasters

When will AIs program programs that can program AIs?

17 Jan 2028 (16 Aug 2026 12:33 - 14 Jun 2031)

96
7676 comments
642
642 forecasters
17 Jan 2028
(16 Aug 2026 12:33 - 14 Jun 2031)

Who will win the bet between Gary Marcus and Miles Brundage about the state of AI at the end of 2027?

13
1919 comments
84
84 forecasters

Build Your Own Forecasting Bot in 30 Minutes With Our Tutorial Video

8
1818 comments

How many of the top 2026 AI labs will reference animal welfare in their models' guidelines at the end of 2034?

2
0 comments
45
45 forecasters

Will an AI system be reported to have independently gained unauthorized access to another computer system before 2033?

99% chance

24
1414 comments
145
145 forecasters
99%chance

Ragnarök Question Series: if an artificial intelligence catastrophe occurs, will it reduce the human population by 95% or more?

30% chance

24
2323 comments
332
332 forecasters
30%chance

Will there be a frontier AI model from the given country before 2035?

10
44 comments
43
43 forecasters

When will an AI model trained with the following orders of magnitude more compute than GPT-4 be released?

8
0 comments
25
25 forecasters

The Market Pulse Challenge 26Q3 is Live!

1
44 comments

Will a Chinese fab achieve volume production at <N nm nodes before 2030?

11
1010 comments
52
52 forecasters

Ragnarök Question Series: If a global catastrophe occurs, will it be due to an artificial intelligence failure-mode?

30% chance

37
4444 comments
471
471 forecasters
30%chance