Chris's RL Envs

A career network connecting people with opportunity in the AI economy.

Human expertise for frontier AI, from model training and evaluation to useful work.

Patronus AI develops simulation research and infrastructure to accelerate progress toward human-aligned AGI

Reliable AI for regulated industries

Reliable AI for critical decisions, from frontier training data to deployed systems.

Expert data, evaluations, RL environments, and engineering for frontier and enterprise AI.

Research and data infrastructure for training, evaluating, and advancing frontier AI models on long-horizon expert work.

Bespoke Labs optimizes AI agents using cutting-edge research on data curation and evolutionary algorithms.

Human intelligence for training and evaluating AI.

Data lab to train frontier models and evaluate agents

RL environments that train frontier AI models on real financial services work.

High-signal training data & RL environments for AI teams. Deploy fail-safe agents with real-world simulations.

Expert data development for frontier AI

AI training data built from how experts reason, decide, and work.

Mechanize builds RL environments and sells them to leading AI labs.

Connect Claude Code, Codex and Cursor session costs to engineering work and outcomes. Find wasted tokens, repeated failures and practices to

Human data improves models, models lift people. Pareto advances the signal that keeps the loop turning.

A modern data, compute, and AI agent platform for biotech R&D.

Proximal is a research lab for coding data. We build the data engine behind the next generation of autonomous coding agents.

ReasonCore AI bridges the data economy and the AI economy — connecting data suppliers with frontier AI labs, neolabs, and enterprises deploy