RightNow Research Lab
Enabling Model-Hardware Co-Design at Scale
Abstract
We build tools that close the gap between AI models and the hardware they run on.
NVIDIA Inception member · 6 papers on arXiv
Industry commentary
Dave Salvator
Director of Accelerated Computing · NVIDIA
Products
RunInfra
NewGPU infrastructure for deploying, measuring, and operating inference workloads.
runinfra.aiResearch
2606.09682cs.LG
AutoMegaKernel: A Statically-Checked Agent Harness for Self-Retargeting Megakernel Synthesis
Jaber Jaber*, Osama Jaber · 2026
2604.02051cs.LG
Ouroboros: Dynamic Weight Generation for Recursive Transformers via Input-Conditioned LoRA Modulation
Jaber Jaber*, Osama Jaber · 2026
2603.29090cs.LG
HCLSM: Hierarchical Causal Latent State Machines for Object-Centric World Modeling
Jaber Jaber*, Osama Jaber · 2026
2603.21365cs.LG
TIDE: Token-Informed Depth Execution for Per-Token Early Exit in LLM Inference
Jaber Jaber*, Osama Jaber · 2026
Agent OS
OpenFang
Low-level agent execution with direct OS and GPU access.
RightNow-AI/openfangOpen repo
OpenFang: GitHub Stars
18,209
GitHub API count: 2026-09-21; chart illustrative
Edge inference
PicoLM
Small inference runtime for memory-constrained edge devices.
RightNow-AI/picolmOpen repo
PicoLM: GitHub Stars
2,193
GitHub API count: 2026-09-21; chart illustrative
Kernel search
AutoKernel
Profiles PyTorch models, tests Triton variants, and follows measured bottlenecks.
RightNow-AI/autokernelOpen repo
AutoKernel: GitHub Stars
1,564
GitHub API count: 2026-09-21; chart illustrative
