---
title: Autoresearch
description: AI notes by Mrinaal Arora tagged "Autoresearch"
updated: 2026-07-22
canonical: https://aroramrinaal.com/ai/tags/autoresearch
source: https://aroramrinaal.com/ai/tags/autoresearch.md
alternate: https://aroramrinaal.com/ai/tags/autoresearch/markdown
---

# Autoresearch

AI notes, small builds, and writeups by Mrinaal Arora tagged "Autoresearch".

- Page: https://aroramrinaal.com/ai/tags/autoresearch
- Markdown: https://aroramrinaal.com/ai/tags/autoresearch/markdown
- Markdown (.md): https://aroramrinaal.com/ai/tags/autoresearch.md
- All tags: https://aroramrinaal.com/ai/tags/markdown
- Full AI index: https://aroramrinaal.com/ai/markdown
- Posts with this tag: 3 of 19
- Co-occurring tags: ICML, Inference, Pre-Training

## Posts

- [Hybrid Token-Efficient Routing Agent](https://aroramrinaal.com/ai/hybrid-token-efficient-routing-agent/markdown) — 2026-07-22; tags: Autoresearch, Inference. How I built TOKENMAN for AMD Developer Hackathon ACT II: a deterministic, local-model, and Fireworks routing agent that climbed from 6,101 counted tokens to zero. [HTML](https://aroramrinaal.com/ai/hybrid-token-efficient-routing-agent)
- [\[ICML ’26 Effort\] Efficient Qwen: Making Qwen3.5-4B Faster on a Single A10G](https://aroramrinaal.com/ai/icml-adaptfm-efficient-qwen/markdown) — 2026-06-30; tags: ICML, Autoresearch, Inference. My ICML 2026 AdaptFM effort to optimize Qwen3.5-4B for low-latency inference on a single NVIDIA A10G through 100+ runtime, compiler, and quantization experiments. [HTML](https://aroramrinaal.com/ai/icml-adaptfm-efficient-qwen)
- [Parameter Golf: My OpenAI Model Craft Experiment](https://aroramrinaal.com/ai/parameter-golf-openai-model-craft/markdown) — 2026-05-04; tags: Pre-Training, Autoresearch. I didn't come close to the Parameter Golf leaderboard, but I still had a lot of fun running scattered H100 experiments on Modal, hunting tiny BPB improvements while watching ideas collapse against artifact size limits, and figuring out the hard way why squeezing a capable model into 16 MB is trickier than it sounds. [HTML](https://aroramrinaal.com/ai/parameter-golf-openai-model-craft)