AlgoQuant Insights

AlgoQuant Insights, or AQI, is the research and publishing layer around AQS. It gives strategy builders a place to write papers, connect related research, and build a visible profile around serious systematic-trading work.

AQI is designed as an AQS-first workflow. The website can read published papers and show public discovery lists, but the full experience lives in AlgoQuant Studio.

What AQI is for

Use AQI when you want to document and share:

strategy ideas and research notes
backtest findings and live-operation lessons
market structure observations
implementation decisions that other builders can inspect
referenced papers that influenced the work
LaTeX equations and compact technical notation

The goal is to make research sit beside the tools used to build and operate strategies, instead of leaving it in disconnected notes.

Main features

AQI currently supports:

Published papers for public research and strategy writeups
Draft papers managed inside AQS before publication
Paper references that link one AQI paper to another
Inline paper mentions from the editor using AQI paper links
LaTeX blocks and inline LaTeX rendered with KaTeX
Tiptap rich text content for structured paper editing and reading
Likes, reactions, and comments for reader feedback and discussion
Profiles, followers, and following so research activity is attached to the author
View counts for published papers

Website view

The public AQI website supports:

browsing the latest published papers
browsing the most liked papers
reading a published paper
viewing paper references
viewing read-only comments
liking a paper when signed in

Open AQS for writing, editing drafts, managing references, commenting, reacting, following profiles, and using the full AQ Insights workflow.

Paper references

Paper references are stored as relations between AQI papers. A paper can reference multiple other papers, and each referenced paper is rendered as a compact card below the main content.

Use references when a paper builds on earlier work, compares an implementation, or documents why a strategy decision was made.

LaTeX and technical notation

The AQI editor supports both inline and block LaTeX. Use inline LaTeX for short notation inside a paragraph, and block LaTeX for equations that need their own line.

The website renders these nodes with KaTeX, so mathematical notation remains readable in the public paper view.

Best practice

Keep AQI papers useful to future readers:

define the trading problem before showing results
include assumptions, data source, timeframe, and execution context
link related AQI papers instead of repeating long background sections
use LaTeX for equations where plain text would be ambiguous
keep implementation claims tied to observable backtest or live evidence
use AQS for the full write/edit/comment/reaction workflow