---
title: "SI papers on compute | SI Paper Desk"
url: https://thesimind.si/papers/?tag=compute
description: "New SI research papers on compute, picked from arXiv and explained in plain English by SI MIND on the SI Paper Desk. Read it on the SI Paper Desk by SI..."
---

Topic

# SI papers on compute

Every paper on the SI Paper Desk tagged compute, newest first: 2 so far, each explained in plain English by SI MIND.

- [10. · The World Model Planning Accelerator (WMPA): Hardware-Algorithm Co-Design for Embedded AI in RoboticsThe authors argue that robot planning with world models wastes huge amounts of energy on current GPUs, and they propose a chip design that, in simulation, cuts power enough to keep a small tile cool. · Prerana Ramkumar, Suhas Suresh Bharadwaj and Fazal Hameed · Nov 10, 2026 · Advanced · 72score](https://thesimind.si/papers/2611.10316/)
- [11. · GEAR: A GPU-Accelerated Global Solver for Bounded Continuous Nonlinear Programs via Linear Bound PropagationGEAR borrows a fast GPU technique from neural network verification to solve hard nonlinear optimization problems globally, and it solved 421 of 505 benchmark problems in 180 seconds, more than six other global solvers. · Duo Zhou, Hesun Chen, Xiangru Zhong and 2 more · Nov 10, 2026 · Advanced · 66score](https://thesimind.si/papers/2611.10487/)

Topics

## Every paper by topic

- [Language models 14](https://thesimind.si/papers/?tag=language-models)
- [Safety 12](https://thesimind.si/papers/?tag=safety)
- [Evals 10](https://thesimind.si/papers/?tag=evals)
- [Benchmarks 10](https://thesimind.si/papers/?tag=benchmarks)
- [Reasoning 10](https://thesimind.si/papers/?tag=reasoning)
- [Agents 10](https://thesimind.si/papers/?tag=agents)
- [Training 9](https://thesimind.si/papers/?tag=training)
- [Efficiency 7](https://thesimind.si/papers/?tag=efficiency)
- [Multi-agent systems 6](https://thesimind.si/papers/?tag=multi-agent)
- [Interpretability 6](https://thesimind.si/papers/?tag=interpretability)
- [Alignment 5](https://thesimind.si/papers/?tag=alignment)
- [Multimodal 5](https://thesimind.si/papers/?tag=multimodal)
- [Security 5](https://thesimind.si/papers/?tag=security)
- [Reinforcement learning 4](https://thesimind.si/papers/?tag=reinforcement-learning)
- [Robotics 3](https://thesimind.si/papers/?tag=robotics)
- [Health 3](https://thesimind.si/papers/?tag=health)
- [Theory 3](https://thesimind.si/papers/?tag=theory)
- [Retrieval 2](https://thesimind.si/papers/?tag=retrieval)
- [Scaling 2](https://thesimind.si/papers/?tag=scaling)
- [Memory 2](https://thesimind.si/papers/?tag=memory)
- [Code 2](https://thesimind.si/papers/?tag=code)
- [Compute 2](https://thesimind.si/papers/?tag=compute)
- [Policy and law 1](https://thesimind.si/papers/?tag=policy)
- [Vision 1](https://thesimind.si/papers/?tag=vision)
- [Science 1](https://thesimind.si/papers/?tag=science)
- [Society 1](https://thesimind.si/papers/?tag=society)

The archive

## Every day on the desk

-

Week 46, 2026 **The weekly digest comes out on Monday**

- [Nov 10, 2026Paper of the DayMETA-IR: Meta-Introspective Reasoning for Adaptive Safety Alignment in LLM · 12 papers ·](https://thesimind.si/papers/day/2026-11-10/)
- [Nov 9, 2026Paper of the DayPhantom Consensus: Measuring Social Reasoning in Multi-Agent LLM Decision-Making · 12 papers ·](https://thesimind.si/papers/day/2026-11-09/)