ScientifyScientify discovers literature, plans and runs experiments, validates algorithms, performs simulation and statistical analysis, and delivers reproducible results.
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Scientify prepares an isolated cloud environment for every study, installing dependencies, running code, training models, and analyzing results in the background.
Each workspace has its own runtime and durable task context.
Close the page and return later to the latest task state.
The sandbox runs only for experiments and computation; viewing and downloading results incur no runtime cost.
Papers, datasets, code, and experimental artifacts share one workspace as the agent advances the complete study.
Sources, data, scripts, parameters, and experimental results stay organized together.
Follow-up work reuses the task's material, process, and objective.
You set objectives and boundaries while the agent executes, records, compares, and validates.
Training, simulation, and parameter searches keep moving in the cloud. Return later to inspect the process and results.
Code, parameters, logs, checkpoints, and results remain in the workspace.
Open the workspace from any device and continue where you left off.
Results remain available after completion and wait for your next turn.
Run a baseline, diagnose errors, revise methods and parameters, then test whether each improvement holds.
Adapt the experimental path from intermediate results instead of stopping at one answer.
Compare baselines, ablations, and parameter sensitivity to separate real gains from noise.
Preserve code, environments, random seeds, metrics, and plots for reproduction and iteration.
Move from literature and hypotheses through experiments, simulation, algorithm and statistical validation to analysis and delivery in one workflow.
Start from reliable literature and reproducible baselines, then form testable hypotheses.
Inspect the environment, execution steps, inputs, outputs, and failed attempts.
Connect conclusions to literature, experimental data, statistical tests, and real artifacts.
State the objective and let Scientify carry it from discovery through execution and validation.
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