A transparent example engine
The public sandbox uses numerical rules in your browser. Role summaries explain those rules; they do not pretend to be live language-model conversations.
ERHAA / SANDBOX INTELLIGENCEExplore futures.
Explore futures.
Before you act.
Put a complex question inside a small world.
Let roles interact. Let conditions change.
See how a choice can shape the whole system.
Adjustable assumptions · Traceable results · Repeatable runs
WORLD / SIMULATION 01REPRODUCIBLE SCENARIO
ERHAASANDBOX ENGINE
Strategy PLAN
Counterparty CHALLENGE
Environment CONTEXT
Evaluation EVALUATE
41.08 / 72.36SEED: 042Multiple perspectivesExplicit rulesRecorded experiments
01 / PICK A WORLDEvery question has
Every question has
another possible path.
Explore supply resilience, market entry, or group interaction. Choose a complete scenario and turn a changed assumption into an inspectable experiment.
▣◇▣FLOW / ADAPT / RECOVER
01 / SUPPLY RESILIENCEWhat if a critical supply stops?
Compare how collaboration, system size, and external shocks change the recovery path.
Load this world ↗↑↗↑LAUNCH / LEARN / ITERATE
02 / MARKET ENTRYWhat if the market responds differently?
Explore the relationship between coordination, feedback, and competitive disruption.
Load this world ↗◌◎◌LISTEN / EXCHANGE / CONVERGE
03 / GROUP INTERACTIONWhat if different perspectives meet?
Observe how information shocks, interaction strength, and group size change a system.
Load this world ↗02 / TRACE THE PROCESSSee the outcome.
See the outcome.
Follow how it emerged.
Initial assumptions, disturbances, and each round’s state stay together. Keep the seed fixed, change one variable, and compare the resulting paths.
Read the simulation playbook ↗01
Define the worldChoose roles, goals, and starting conditions
✓02
Introduce a changeApply a shock and execute the rules
✓03
Observe feedbackRecord state changes and role perspectives
✓04
Review your choicesCompare assumptions and export the record
↗03 / BUILT FOR EXPLORATIONOpen questions.
Open questions.
Clear boundaries.
An experiment you can keep
Export the seed, parameters, round-by-round states, and summaries together. Take the assumptions with you, not just the headline result.
Questions before conclusions
Simulation helps explore assumptions and compare choices. Factors outside the model still matter. Review the result against independent evidence.
QUESTIONS, ANSWERED.Before your
Before your
first experiment.
What does “sandbox AI simulation” mean here?
ERHAA organizes questions around roles, environment rules, and evaluation. This public version is a working numerical demonstration. Real language models, external data, and tool execution require a separately authorized project and service design.
Will the sandbox access my API or account?
No. The public sandbox calculates in your current browser. It requires no login, accepts no keys, and makes no requests to the API subdomain. Experiment parameters are not uploaded by the site’s code.
Can I reproduce and export a result?
Yes. The same scenario, parameters, and seed produce the same result. Download a JSON record containing every round’s state to archive or compare runs.
Can I use a result directly for a real decision?
The examples help explain relationships between assumptions. They do not use live world data or estimate real event probabilities. Real decisions need relevant data, domain knowledge, and a review of what the model omits.