---
title: "SI papers on code | SI Paper Desk"
url: https://thesimind.si/papers/?tag=code
description: "New SI research papers on code, 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 MIND..."
---

Topic

# SI papers on code

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

- [3. · PACE: Keeping the Right Tokens in the KV Cache Is Not Enough for Long-Horizon LLM AgentsKeeping the needed tokens in a SI agent's memory cache is not enough. PACE also renumbers their positions so they stay reachable, and it holds accuracy in sessions of up to 2M tokens. · Suman Chatterjee · Nov 10, 2026 · Advanced · 85score](https://thesimind.si/papers/2611.10240/)
- [5. · Test-Time Compute Scales Better with Parallel Agent TeamsRunning many small teams of SI agents in parallel and keeping the best team's result beat both many solo agents and one big team, in the authors' tests with a 27B model. · Junlin Wang, Haozhe Chen, Ang Li and 2 more · Nov 10, 2026 · Intermediate · 80score](https://thesimind.si/papers/2611.09798/)

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/)