Stuart Sul ✓

@stuart_sul

ml @Cursor_ai (now @SpaceXAI), cs phd @Stanford, @HazyResearch

4 105Followers

162Following

135Posts total

104.8KViews on collected posts

Son gönderiler

Stuart Sul ✓@stuart_sul5 Aug

@stuart_sul @bilaltwovec @HazyResearch @pangram ai? (It's a good post, sir) 2K views · 5 likes · 1 reposts · 1 replies Open on X →

Stuart Sul ✓@stuart_sul5 Aug

@stuart_sul @srush_nlp @HazyResearch Nice, I have a similar one! (https://t.co/PWZSvQkPZm) 1.2K views · 4 likes · 0 reposts · 0 replies Open on X →

Stuart Sul ✓@stuart_sul5 Aug

@stuart_sul @HazyResearch well yes and no, please everybody!! pivot to verifiable and proved PL & TT approaches to making programs and gpu programs, not adding more arbitrary obscurity and interface layers 2.4K views · 4 likes · 0 reposts · 0 replies Open on X →

Stuart Sul ✓@stuart_sul5 Aug

(6/6) Read the full blog post, written with @HazyResearch: https://t.co/oz1LD0qDOg 59.7K views · 215 likes · 17 reposts · 7 replies Open on X →

Stuart Sul ✓@stuart_sul5 Aug

(5/6) We're no longer working with a dumb executor that needs every gap specified, but an intelligent executor that reads underspecified specs and does the right thing. It may be fuzzy, but the ideas travel better. 3.7K views · 33 likes · 0 reposts · 1 replies Open on X →

Stuart Sul ✓@stuart_sul5 Aug

(4/6) Abstraction as a cognitive offloader is going obsolete. By induction, it appears all the beloved CUDA DSLs are next in line to retire. 11.5K views · 52 likes · 4 reposts · 3 replies Open on X →

Stuart Sul ✓@stuart_sul5 Aug

(3/6) For instance, we built a library for writing megakernels last year (https://t.co/PO6Cu37FsP). Writing one from scratch was miserable, so we accepted limits like coarse shared memory granularity to overcome the complexity. Today, that tradeoff has become unnecessary. 3.1K views · 34 likes · 4 reposts · 1 replies Open on X →

Stuart Sul ✓@stuart_sul5 Aug

(2/6) Why? Because the complexity those layers were hiding is now directly manageable, so the intermediate layers turn into pure overhead. 3K views · 37 likes · 1 reposts · 1 replies Open on X →

Stuart Sul ✓@stuart_sul5 Aug

(1/6) If a prompt can generate every layer of the stack, what are programming abstractions worth? GPU programming is at a weird inflection point. For decades we stacked layers of abstraction to ease our cognitive load. This year, we find ourselves constantly deleting them. https 18.1K views · 184 likes · 32 reposts · 9 replies Open on X →

Aynı büyüklükteki hesaplara karşı

Son 90 güne ait 9 gönderi, under 10K takipçi aralığıyla yan yana. hem erişimde hem etkileşimde benzerlerinin altında.

Medyan görüntülenme3 081bu hesap4 175under 10K için medyan

Erişim, %75.05%bu hesap250.82%under 10K için medyan

Etkileşim, %0.51%bu hesap1.41%under 10K için medyan

Ölçüt	Bu hesap	under 10K için medyan	Oran
Gönderi başına medyan görüntülenme	3 081	4 175	0.74×
Erişim (görüntülenme ÷ takipçi)	75.05%	2.5× audience	0.30×
Etkileşim oranı	0.51%	1.41%	0.36×

Bu aralıktaki diğer hesaplar → Başka bir hesapla karşılaştır → Bu kıyas değerleri nasıl kuruluyor →

Growth & engagement

How the posts we collected actually performed: views and reaction rate post by post, what the audience did with them, and where the follower count goes.

Views per post

18.1K5 Aug

3.1K

11.5K

3.7K

59.7K

2.4K

1.2K

Last 9 collected posts, oldest on the left. The scale is logarithmic: one post can outrun the rest a hundred times over.

Engagement rate per post

1.28%5 Aug

1.30%

1.27%

0.51%

0.91%

0.41%

0.17%

0.32%

0.35%

Reactions — likes, reposts, replies and quotes — divided by views. Median for under 10K accounts is 1.41%.

What the audience does

Likes55.6%568 in total

Reposts5.8%59 in total

Replies2.3%23 in total

Quotes0.9%9 in total

Bookmarks35.5%363 in total

Share of every reaction we collected for this account. Replies mean argument, reposts mean endorsement, bookmarks mean the post was worth keeping.

The follower curve appears once this account has two daily snapshots — we take one a day, and this one is on its first.

Son gönderiler

Aynı büyüklükteki hesaplara karşı

Growth & engagement

Views per post

Engagement rate per post

What the audience does

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