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Skip the search. ProspectML explores research directions, evaluates tradeoffs, and delivers implementation-ready experiments—so you can move fast on the ideas that matter.
ProspectML helps researchers generate insights and code to accelerate AI research.
ProspectML parses arXiv, conferences, and journals to uncover patterns, gaps, and emerging opportunities.
ProspectML proposes and scores multiple directions, each with rationale and implementation paths..
Each proposed direction comes with code suggestions, design rationale, and citations to back it up.
Used by Researchers Across Academia and Industry
Coordinate strategy, literature reviews, and code testing in one place.
Avoid boilerplate and experiment with focused implementations.
Let ProspectML handle the literature and scaffolding while you chase novel ideas.
From Problem Statement to Working Plan
Describe your objective or research question. ProspectML adapts to your domain..
The agent explores the literature, surfaces trends, and proposes viable directions.
Evaluate tradeoffs with visual summaries. Choose what to pursue.
Get structured rationales, papers, and implementation-ready experimental code.
See how ProspectML compares to other research tools