Pablo Villalobos

Karma: 592

Previously Staff Researcher at Epoch, these days I’m mostly thinking about better frameworks for understanding superintelligence.

Madrid—ACX Meetups Everywhere Fall 2024

Pablo Villalobos5 Aug 2024 18:36 UTC

4 points

0 comments1 min readLW link

Data on AI

Robi Rahman, Jaime Sevilla Molina, Pablo Villalobos and Ben Cottier

20 Jun 2024 6:31 UTC

1 point

0 comments1 min readLW link

(epochai.org)

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

Robi Rahman, Jaime Sevilla Molina, Tamay, Ege Erdil, Pablo Villalobos, Ben Cottier and Matthew Barnett

25 Oct 2023 2:55 UTC

18 points

0 comments1 min readLW link

(epochai.org)

EA Madrid social

Pablo Villalobos11 Oct 2023 15:34 UTC

6 points

0 comments1 min readLW link

Trading off compute in training and inference (Overview)

Pablo Villalobos31 Jul 2023 16:03 UTC

42 points

2 comments7 min readLW link

(epochai.org)

Revisiting the Horizon Length Hypothesis

Pablo Villalobos6 Apr 2023 6:39 UTC

23 points

4 comments3 min readLW link

ACX Meetup Madrid

Pablo Villalobos4 Apr 2023 8:53 UTC

5 points

2 comments1 min readLW link

Scaling Laws Literature Review

Pablo Villalobos27 Jan 2023 19:57 UTC

36 points

1 comment4 min readLW link

(epochai.org)

Causal abstractions vs infradistributions

Pablo Villalobos26 Dec 2022 0:21 UTC

24 points

0 comments6 min readLW link

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

Pablo Villalobos14 Nov 2022 16:42 UTC

75 points

12 comments2 min readLW link

(epochai.org)

Trends in Training Dataset Sizes

Pablo Villalobos21 Sep 2022 15:47 UTC

25 points

2 comments5 min readLW link

(epochai.org)

ACX Meetup Madrid

Pablo Villalobos and Jsevillamol

22 Aug 2022 13:44 UTC

10 points

0 comments1 min readLW link

Machine Learning Model Sizes and the Parameter Gap [abridged]

Pablo Villalobos18 Jul 2022 16:51 UTC

20 points

0 comments1 min readLW link

(epochai.org)

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

Jsevillamol, Pablo Villalobos, Tamay, lennart, Marius Hobbhahn and anson.ho

27 Jun 2022 13:55 UTC

97 points

2 comments2 min readLW link

(epochai.org)

Pablo Villalobos’s Shortform

Pablo Villalobos5 May 2022 17:28 UTC

2 points

4 comments1 min readLW link

Madrid ACX Schelling Meetup

Pablo Villalobos21 Apr 2022 12:29 UTC

5 points

0 comments1 min readLW link

Compute Trends — Comparison to OpenAI’s AI and Compute

lennart, Jsevillamol, Pablo Villalobos, Marius Hobbhahn, Tamay Besiroglu and anson.ho

12 Mar 2022 18:09 UTC

24 points

3 comments3 min readLW link

Compute Trends Across Three eras of Machine Learning

Jsevillamol, Pablo Villalobos, lennart, Marius Hobbhahn, Tamay Besiroglu and anson.ho

16 Feb 2022 14:18 UTC

94 points

13 comments2 min readLW link

Parameter counts in Machine Learning

Jsevillamol and Pablo Villalobos

19 Jun 2021 16:04 UTC

47 points

18 comments7 min readLW link

Survey on cortical uniformity—an expert amplification exercise

Jsevillamol and Pablo Villalobos

23 Feb 2021 22:13 UTC

37 points

6 comments3 min readLW link