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Pablo Villalobos

Karma: 510

Staff Researcher at Epoch. AI forecasting.

Madrid—ACX Mee­tups Every­where Fall 2024

Pablo VillalobosAug 5, 2024, 6:36 PM
4 points
0 comments1 min readLW link

Data on AI

Jun 20, 2024, 6:31 AM
1 point
0 comments1 min readLW link
(epochai.org)

An­nounc­ing Epoch’s newly ex­panded Pa­ram­e­ters, Com­pute and Data Trends in Ma­chine Learn­ing database

Oct 25, 2023, 2:55 AM
18 points
0 comments1 min readLW link
(epochai.org)

EA Madrid social

Pablo VillalobosOct 11, 2023, 3:34 PM
6 points
0 comments1 min readLW link

Trad­ing off com­pute in train­ing and in­fer­ence (Overview)

Pablo VillalobosJul 31, 2023, 4:03 PM
42 points
2 comments7 min readLW link
(epochai.org)

Re­vis­it­ing the Hori­zon Length Hypothesis

Pablo VillalobosApr 6, 2023, 6:39 AM
23 points
4 comments3 min readLW link

ACX Meetup Madrid

Pablo VillalobosApr 4, 2023, 8:53 AM
5 points
2 comments1 min readLW link

Scal­ing Laws Liter­a­ture Review

Pablo VillalobosJan 27, 2023, 7:57 PM
36 points
1 comment4 min readLW link
(epochai.org)

Causal ab­strac­tions vs infradistributions

Pablo VillalobosDec 26, 2022, 12:21 AM
24 points
0 comments6 min readLW link

Will we run out of ML data? Ev­i­dence from pro­ject­ing dataset size trends

Pablo VillalobosNov 14, 2022, 4:42 PM
75 points
12 comments2 min readLW link
(epochai.org)

Trends in Train­ing Dataset Sizes

Pablo VillalobosSep 21, 2022, 3:47 PM
25 points
2 comments5 min readLW link
(epochai.org)

ACX Meetup Madrid

Aug 22, 2022, 1:44 PM
10 points
0 comments1 min readLW link

Ma­chine Learn­ing Model Sizes and the Pa­ram­e­ter Gap [abridged]

Pablo VillalobosJul 18, 2022, 4:51 PM
20 points
0 comments1 min readLW link
(epochai.org)

An­nounc­ing Epoch: A re­search or­ga­ni­za­tion in­ves­ti­gat­ing the road to Trans­for­ma­tive AI

Jun 27, 2022, 1:55 PM
97 points
2 comments2 min readLW link
(epochai.org)

Pablo Villalo­bos’s Shortform

Pablo VillalobosMay 5, 2022, 5:28 PM
2 points
4 commentsLW link

Madrid ACX Schel­ling Meetup

Pablo VillalobosApr 21, 2022, 12:29 PM
5 points
0 comments1 min readLW link

Com­pute Trends — Com­par­i­son to OpenAI’s AI and Compute

Mar 12, 2022, 6:09 PM
23 points
3 comments3 min readLW link

Com­pute Trends Across Three eras of Ma­chine Learning

Feb 16, 2022, 2:18 PM
94 points
13 comments2 min readLW link

Pa­ram­e­ter counts in Ma­chine Learning

Jun 19, 2021, 4:04 PM
47 points
18 comments7 min readLW link

Sur­vey on cor­ti­cal unifor­mity—an ex­pert am­plifi­ca­tion exercise

Feb 23, 2021, 10:13 PM
37 points
6 comments3 min readLW link