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Exploring the Space of all Possible Trading Algorithms

Game of Life Meets Trading

Exploring Uncharted Indicators

Exploring Uncharted Indicators

The stockrobot.ai [SR] AI engine is designed to build bots that evolve over time, learn from each other, and "reproduce" by commingle their programming DNA create compound algorithms.


Trading signals from the bots are posted in real-time to Discord, along with historical bot performance and multi-bot indicators. 

Exploring Uncharted Indicators

Exploring Uncharted Indicators

Exploring Uncharted Indicators

Built purely from evolutionary mutation and randomness, SR bots explore novel indicators in unique combinations that no human would think to test. The SR engine is a universal algorithm machine at its core. 


By looking outside the box, SR turns quantitative analysis inside out. Rather than top-down development of trading strategies, SR strategies "emerge" from the bottom-up. 

Evolutionary Algorithms

Exploring Uncharted Indicators

Evolutionary Algorithms

Every new bot's program is infused with the collective performance of other bots. As the ecosystem grows, so too does the selective pressure towards optimized algorithms.

An Ecosystem Of Insight

The Roadmap Depends On You

Evolutionary Algorithms

SR weekly newsletter and discord channel distill the thousands of weekly bot trades into unique market insights. Discord membership grants direct /-command access to bot intel.  

Grow With Us

The Roadmap Depends On You

The Roadmap Depends On You

SR's long term value is in amassing a the world's largest active stable of trading algorithms, fully tested over time to distill out only actually working strategies. Early adopters will be considered founding members. 

The Roadmap Depends On You

The Roadmap Depends On You

The Roadmap Depends On You

The roadmap of SR feature rollouts, bot additions and future directions is contingent on getting subscribers. This is designed to be a community driven service, as the community grows so too will the value. Sign up today to get early access to all the bot signals on our discord as well as the monthly news letter. 

SR: Tracker Membership [Closed Beta]

  •  SR: Tracker role on the discord server - giving access to  ⁠cash-money-bots  channel where the top performing bot's signals are posted in real time.  


  • The /analysis  command which will give you the current top 33% most profitable bot consensus on any traded ticker. (support for specified top N percentile coming soon) 


  •  Access to the SR: Financial Tyrant financial email newsletter and  ⁠#financial-tyrant on discord, where investors with decades of experience and a proven track record post long-form content about market moves, leveraging SR signals to enhance their analysis. 


  •  Help shape stockrobot.ai's future for just $5 per month


  • We've closed signups for SR for the time being. Feel free to follow on Discord and check out the blog which where we'll provide updates on our progress, including our plans to reopen membership. 


Sign Up

An Experiment In Computational Finance

Simple Rules, Complex Behaviors

Simple Rules, Complex Behaviors

Simple Rules, Complex Behaviors

Dr. Stephan Woflram's thoughts on computation drove the thinking behind stockrobot.ai. 


Rather than top-down directed search, the SR engine is searching the space of all possible computable trading indicators. 

Markets Are Not Efficient

Simple Rules, Complex Behaviors

Simple Rules, Complex Behaviors

George Soros discussing the EMH (efficient market hypothesis). His theory of reflexivity states that market prices have an impact on fundamentals. This deviates from the prevailing view that "alpha" - or excess returns from active management - is impossible. Stockrobot.ai searches for alpha strategies in an entirely novel way.

The (Mis)Behavior Of Markets

Simple Rules, Complex Behaviors

The (Mis)Behavior Of Markets

Mandelbrot predated Wolfram in exploring complexity emerging from simple algorithms. His book 'The (Mis)Behavior of Markets' had a large influence on the thinking behind stockrobot.ai.

Harnessing Randomness

Computational Irreducibility

The (Mis)Behavior Of Markets

Nassim Taleb is required reading for thinking about the markets computationally. 


SR bots make no epistemic claims, leaning into concepts of luck and randomness as drivers of profit. 

Computational Irreducibility

Computational Irreducibility

Computational Irreducibility

The concept of computational irreducibility claims   that for most natural systems, the best way to predict how they will behave is to simply "run the program". Every SR bot represents a novel program, collectively the SR bot ecosystem creates a computational microscope for exploring the space of all possible trading algorithms.

One Price, One Thousand Bots

Computational Irreducibility

Computational Irreducibility

Jeff Hawkins has had a profound impact on how we think about intelligence. His books "On Intelligence" and "A Thousand Brains" are excellent. 


In SR there is not "one model" of the market - rather thousands of models each analyzing the markets independently. 

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