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ICLR 2027 Reviews Discussion [D]
The ICLR 2027 reviews will be released soon. Share your results here, and keep a lookout on papercop…
[P] NKI layer megakernels for GLM-5.3-Flash on AWS Trainium2: where a decode step's time went, and what we changed [P]
We wrote an inference engine for AWS Trainium2 that serves GLM-5.3-Flash (320B MoE, 1M-token context…
Length Is Cheap, Competition Is Not: Attention Predicts Context Rot in Retrieval [R]
Author here. A short summary, since the title is a claim. Setup: key-value retrieval, 512 to 32K tok…
![Do looped transformers save HBM traffic? Profiling weight reuse in Huginn on a B200 [P]](https://preview.redd.it/h7a0hkamgmzh1.jpeg?width=640&crop=smart&auto=webp&s=c3e61dc14d449c0cdb3608683567cdd297af29bb)
Do looped transformers save HBM traffic? Profiling weight reuse in Huginn on a B200 [P]
Do looped transformers, which reuse the same weights at every iteration, also save HBM traffic? In m…
Why can't conferences just reasonably reduce the cap on number of submissions? [D]
As per the the 2027 CVPR guidelines: "Maximum number of submissions (continuing from CVPR 2026): Eac…
Looking to join research group / lab [R]
Hi all, I’m currently waiting till september 2027 for my masters to start and till then I would like…
A message to top tier conferences [D]
TL;DR: Please be hard in desk rejecting AI generated papers Recently I went to two AI conferences (A…
![Hydrogen-1.0: open-weight scientific model beats GPT-6 Astra on FSR with 72% lower estimated output cost [P]](https://preview.redd.it/ykjgz5i39kzh1.png?width=140&height=105&auto=webp&s=aa9661d9c922aa8d678e519d09f9e1a41bfa221b)
Hydrogen-1.0: open-weight scientific model beats GPT-6 Astra on FSR with 72% lower estimated output cost [P]
Hey everyone— we’re the Deep Principle team behind Mira AI Scientist. We just released Hydrogen-1.0,…
Visa Situation for NeurIPS Sydney Attendees [D]
I'm just wondering about visa processing situation for NeurIPS sydney attendees. Invitation letter a…
Experiments with Chinchilla scaling laws (following DeepMind) [R]
Question to all the PhDs & research engineers in this group. Have any of you done small-scale experi…
AI can read neural network weights. I wasn't ready for that. [D]
Give a model a 17,253-parameter net as plain tokenized text and it works out the net plays Pac-Man. …
A new, open-weights 278M PII detection model and reference benchmark [R]
Hi everyone, I wanted to share a new open-weights PII detection model, benchmark and research paper.…