Article

Research Practices

Personal notes and principles for doing research well, accumulated from experience and reading.

The Central Claim

> "You don't rise to the level of your ambition, but fall back to the level of your system."

Systems outlast motivation. The goal is building a research system that works even when drive is low, not optimizing for peak performance.

Three Phases of Understanding (Terry Tao)

1. Pre-rigorous — you learn rules without intuition (following instructions)

2. Rigorous — you understand *why* the rules work (playing the game properly)

3. Post-rigorous — you know when to strategically break the rules and discover something new

Most research mistakes happen because someone skips phase 2 and tries to operate in phase 3.

Execution Order That Works

1. Make it work

2. Make it right

3. Make it fast

In that order, always. Optimizing before correctness wastes time on the wrong thing.

Useful Research Tools

  • Connected Papers — citation graph visualization
  • Consensus — search engine over research literature
  • Zotero — reference management
  • Sioyek — PDF viewer tuned for technical reading
  • Overleaf — LaTeX in browser
  • Paperpilot — AI paper explainer
  • Emergent Mind — AI research assistant with trending papers and knowledge graph

Project Lifecycle Discipline

The loop that prevents drift:

> Check todo → Locate a feature or bug → Plan and test locally → Push and verify it doesn't break anything → Repeat

Good source control habits are non-negotiable for research projects with multiple experiments. CLI fluency makes this loop fast.

Related Pages

Sources

Evidence

Linked source: Obsidian Source: Notes / Good Research Practices