r/mlscaling
20k members
r/mlscaling is a subreddit with 20k members. The community frequently discusses ai, scaling, models, training, and model, and the most common flair used is r, data, hardware, theory, and n, oa, econ, rl, safe.
ML/AI/DL research on approaches using large models, datasets, and compute: "more is different"
Popular Topics in r/mlscaling
#1
Ai
110 posts
#2
Scaling
66 posts
#3
Models
44 posts
#4
Training
35 posts
#5
Model
32 posts
#6
Deep Learning
23 posts
#7
Ml
21 posts
#8
Llm
20 posts
#9
Reasoning
18 posts
#10
Language
18 posts
Flair Used in r/mlscaling
#1
R
: "“I want to be the very best” (re-examining LLM progress on Pokemon)"
5 posts
#2
Data
: "Computer-10 (A LLM "trained from llama 3.1 70b base with no assistant data")"
3 posts
#3
Hardware
: "Laptop for AI/ML PhD: MacBook Air M5 vs Windows laptop with NVIDIA GPU?"
2 posts
#4
Theory
: "Inference on one node is easy, but scaling to millions of users taught me about new things on a job"
2 posts
#5
N, OA, Econ, RL, Safe
: ""Sam Altman confirms OpenAI won't go public this year, saying an IPO now would come at an 'ill-advised moment' given AI safety concerns""
1 post
#6
D, OP, Hist, RL, Code, T
: ""AI researchers debate how close we are to recursive self-improvement", Dwarkesh Patel (why pretraining works, alternative scaling laws, why DRL has worked so well recently, continual learning, mode-collapse, timelines...)"
1 post
#7
R, Data, Safe
: ""AI Cheating is on the Rise: An integrity audit across BioMysteryBench, Terminal-Bench 2.1, and SWE-bench Verified shows that cheating increasingly complicates evaluation""
1 post
#8
N, Econ, Hardware
: ""Trump administration orders Kalshi to scrap AI price tracker over national security concerns""
1 post
#9
R, T, MoE, DS
: "DeepSeek-V4.1-Flash Tech Report"
1 post
#10
OP, Hist, RL
: ""The Age of Wonders and Terrors", Scott Aaronson (on recent math results)"
1 post
Member Growth in r/mlscaling
Yearly
+5k members(32.9%)
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Last updated: September 30, 2026