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AI Capabilities

TagLast edit: 29 Aug 2021 12:57 UTC by plex

AI Capabilities are the growing abilities of AIs to act effectively in increasingly complex environments. It is often compared to to AI Alignment, which refers to efforts to ensure that these effective actions taken by AIs are also intended by the creators and beneficial to humanity.

Effi­cien­tZero: hu­man ALE sam­ple-effi­ciency w/​MuZero+self-supervised

gwern2 Nov 2021 2:32 UTC
134 points
52 comments1 min readLW link
(arxiv.org)

Effi­cien­tZero: How It Works

1a3orn26 Nov 2021 15:17 UTC
258 points
42 comments29 min readLW link

Com­pet­i­tive pro­gram­ming with AlphaCode

Algon2 Feb 2022 16:49 UTC
55 points
37 comments15 min readLW link
(deepmind.com)

What DALL-E 2 can and can­not do

Swimmer9631 May 2022 23:51 UTC
336 points
297 comments9 min readLW link

Is AI Progress Im­pos­si­ble To Pre­dict?

alyssavance15 May 2022 18:30 UTC
263 points
38 comments2 min readLW link

Why the tech­nolog­i­cal sin­gu­lar­ity by AGI may never happen

hippke3 Sep 2021 14:19 UTC
5 points
14 comments1 min readLW link

The al­ign­ment prob­lem in differ­ent ca­pa­bil­ity regimes

Buck9 Sep 2021 19:46 UTC
87 points
12 comments5 min readLW link

Epistemic Strate­gies of Safety-Ca­pa­bil­ities Tradeoffs

adamShimi22 Oct 2021 8:22 UTC
5 points
0 comments6 min readLW link

Google an­nounces Path­ways: new gen­er­a­tion mul­ti­task AI Architecture

Ozyrus29 Oct 2021 11:55 UTC
6 points
1 comment1 min readLW link
(blog.google)

In­ter­pret­ing Yud­kowsky on Deep vs Shal­low Knowledge

adamShimi5 Dec 2021 17:32 UTC
96 points
31 comments24 min readLW link

OpenAI Solves (Some) For­mal Math Olympiad Problems

Michaël Trazzi2 Feb 2022 21:49 UTC
76 points
25 comments2 min readLW link

Per­sonal imi­ta­tion software

Flaglandbase7 Mar 2022 7:55 UTC
6 points
6 comments1 min readLW link

PaLM in “Ex­trap­o­lat­ing GPT-N perfor­mance”

Lanrian6 Apr 2022 13:05 UTC
76 points
19 comments2 min readLW link

We have achieved Noob Gains in AI

phdead18 May 2022 20:56 UTC
108 points
21 comments7 min readLW link

[linkpost] The fi­nal AI bench­mark: BIG-bench

RomanS10 Jun 2022 8:53 UTC
29 points
17 comments1 min readLW link

[Question] What are the rel­a­tive speeds of AI ca­pa­bil­ities and AI safety?

NunoSempere24 Apr 2020 18:21 UTC
8 points
2 comments1 min readLW link

Deep­Mind: Gen­er­ally ca­pa­ble agents emerge from open-ended play

Daniel Kokotajlo27 Jul 2021 14:19 UTC
245 points
53 comments2 min readLW link
(deepmind.com)

OpenAI Codex: First Impressions

specbug13 Aug 2021 16:52 UTC
49 points
8 comments4 min readLW link
(sixeleven.in)

To con­tribute to AI safety, con­sider do­ing AI research

Vika16 Jan 2016 20:42 UTC
39 points
39 comments2 min readLW link

[Question] What’s the differ­ence be­tween newer Atari-play­ing AI and the older Deep­mind one (from 2014)?

Raemon2 Nov 2021 23:36 UTC
27 points
8 comments1 min readLW link

AI Tracker: mon­i­tor­ing cur­rent and near-fu­ture risks from su­per­scale models

23 Nov 2021 19:16 UTC
62 points
13 comments3 min readLW link
(aitracker.org)

HIRING: In­form and shape a new pro­ject on AI safety at Part­ner­ship on AI

Madhulika Srikumar24 Nov 2021 8:27 UTC
6 points
0 comments1 min readLW link

How to mea­sure FLOP/​s for Neu­ral Net­works em­piri­cally?

Marius Hobbhahn29 Nov 2021 15:18 UTC
15 points
3 comments7 min readLW link

What’s the back­ward-for­ward FLOP ra­tio for Neu­ral Net­works?

13 Dec 2021 8:54 UTC
16 points
7 comments10 min readLW link

How I’m think­ing about GPT-N

delton13717 Jan 2022 17:11 UTC
44 points
21 comments18 min readLW link

Es­ti­mat­ing train­ing com­pute of Deep Learn­ing models

20 Jan 2022 16:12 UTC
33 points
4 comments1 min readLW link

Un­com­pet­i­tive pro­gram­ming with GPT-3

Bezzi6 Feb 2022 10:19 UTC
7 points
8 comments3 min readLW link

Test­ing PaLM prompts on GPT3

Yitz6 Apr 2022 5:21 UTC
101 points
15 comments8 min readLW link

Gato’s Gen­er­al­i­sa­tion: Pre­dic­tions and Ex­per­i­ments I’d Like to See

Oliver Sourbut18 May 2022 7:15 UTC
40 points
3 comments10 min readLW link

[Question] What is the most prob­a­ble AI?

Zeruel01720 Jun 2022 23:26 UTC
−2 points
0 comments3 min readLW link