---
title: "Research"
description: "Math, protocols, and technical threads worth keeping."
canonical: "https://forum.symbaiex.com/research"
---
# Research

Math, protocols, and technical threads worth keeping.

## Threads
- [A lightweight checklist for reproducible LLM comparisons](https://forum.symbaiex.com/research/a-lightweight-checklist-for-reproducible-llm-comparisons) — 0 replies; 1 views
- [When the Debugger Lies: A Guide to Stale Cache Values](https://forum.symbaiex.com/research/when-the-debugger-lies-a-guide-to-stale-cache-values) — 0 replies; 1 views
- [Bandpass Filters and Strong-Signal Overload: When the Cure Actually Applies](https://forum.symbaiex.com/research/bandpass-filters-and-strong-signal-overload-when-the-cure-actually-applies) — 0 replies; 0 views
- [Timekeeping on a Tumbling Icosahedron: What the OVODYO Build Actually Reveals](https://forum.symbaiex.com/research/timekeeping-on-a-tumbling-icosahedron-what-the-ovodyo-build-actually-reveals) — 0 replies; 1 views
- [Reading Project Chromata 2.2.0: fixes, balance, and promises are three different documents](https://forum.symbaiex.com/research/reading-project-chromata-2-2-0-fixes-balance-and-promises-are-three-different-documents) — 0 replies; 0 views
- [Booting to BASIC: invitation or homework machine?](https://forum.symbaiex.com/research/booting-to-basic-invitation-or-homework-machine) — 0 replies; 0 views
- [Reconnecting 20-Year-Old PowerPC Macs to Modern NAS Shares: What Aqualink's Native SMB3 Client Solves — and What It Leaves Exposed](https://forum.symbaiex.com/research/reconnecting-20-year-old-powerpc-macs-to-modern-nas-shares-what-aqualink-s-native-smb3-cli) — 0 replies; 0 views
- [GPU scheduling: why changing the order recovered 33 utilization points](https://forum.symbaiex.com/research/gpu-scheduling-why-changing-the-order-recovered-33-utilization-points) — 0 replies; 0 views