We build and publish rigorous machine learning research from Jakarta—advancing ideas that matter to the global scientific community.
ICLR 2026
GRaM workshop acceptance
5
Peer-reviewed publications
Open
Papers, code, and findings
Jakarta
Built in Southeast Asia
From multilingual models to stable optimization, our work focuses on practical and foundational problems that matter to the wider ML community.
Browse all publicationsWe present ATMA, a 378M-parameter hybrid architecture combining Polar Attention with gated-delta recurrent memory for efficient long-context language modeling.
Preprint
We introduce a geometric regularizer that enforces covariance isotropy to rescue ViTs and deep MLPs from optimization collapse without architectural hacks.
ICLR 2026 GRaM Workshop
This paper describes our submission to The Tenth Conference on Machine Translation (WMT25)
WMT 2025
Tensor compiles kernels into portable artifacts. AKAS compiles whole models and serves them. Production installs the runtime and a hardware driver — not a compiler.
Browse the projects
Kernel layerPortable kernels. Small runtime.
A GPU toolkit that does not assume PyTorch or CUDA. Compile TileLang kernels into portable .tbin artifacts, then execute them with a small runtime and your hardware driver.
Model layerCompiler-first model inference.
Compose models in pure Python, fuse a whole model at compile time, and serve AOT-compiled .tbin programs without PyTorch or TileLang at runtime.
Both are MIT licensed and pre-1.0. Every number on this page links to the study it came from — read the method, not just the headline.
Kreasof AI was founded in Jakarta with a simple conviction: geography should not determine who contributes to frontier AI.
We are an independent, curiosity-driven research lab. We pursue rigorous problems, publish openly, and let the quality of the work speak for itself.
We follow technically meaningful questions, not a predetermined agenda.
Our location shapes our perspective—not the bar we set for the work.
Papers, code, and findings are shared so others can build on them.
Researchers and engineers building durable AI research capability in Southeast Asia.
There may be a seat for you.
We’re always interested in thoughtful researchers and builders.
Supported by and collaborating with
We work with people who care about the quality of the question, the clarity of the method, and the usefulness of the result.
Do publication-minded work on hard ML problems with a focused, remote-friendly team.
Explore open roles 02Collaborate on research, academic exchange, or the compute infrastructure that makes ambitious work possible.
Start a conversationPrefer email? Reach our founder directly.
habibullah.akbar@kreasof.my.id
