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Surge AI


About

Human-data and evaluation provider offering expert data, RLHF, and reinforcement-learning environments for frontier AI systems.

What They Offer

Commercial or operational services this company provides.

Agent evaluations
RLHF data
Human expert data
Custom RL environments
Data labeling / annotation

Products & Public Artifacts

GDP.pdf
Benchmark · Public

Multimodal reasoning benchmark built from real-world prompts and PDFs pulled from expert professional workflows.

Antidote: Everyday Edition
Leaderboard · Public

Real-world AI leaderboard graded by doctors, lawyers, and engineers who check citations and reasoning.

Chartography
Benchmark · Public

Professional chart-understanding benchmark covering Kaplan-Meier curves, candlestick charts, contour maps, Sankey diagrams, and Bode plots.

HANDBOOK.md
Benchmark · Public

Long-context, agentic instruction-following benchmark testing whether agents can follow a 100-page company handbook inside an enterprise RL environment.

Technical Capabilities

Stateful / Persistent EnvironmentsMultimodalHuman / Expert Feedback

Only publicly documented capabilities are shown. Absence does not imply the capability is unavailable.

Focus Areas

RL EnvironmentsRLHF / Post-trainingEvaluationsHuman Data

Domains

Software EngineeringEnterprise