Introducing Recursion: the RL platform for enterprise specialist agents
Insights on AI research, reinforcement learning, evaluations, and enterprise AI systems
Recursion is a unified reinforcement learning platform for developing, evaluating, and deploying specialist AI models that improve from real enterprise execution.
Labelbox•June 24, 2026
Today we’re launching Labelbox Applied Research with three flagship pillars: Labelbox Evals for unified model evaluation, Labelbox Agents for building reliable and interpretable agents, and Labelbox Robotics (LBRx) for delivering high-quality training data for advanced robotic manipulation.
Labelbox•November 19, 2025
We've released a research paper on R-ConstraintBench, a novel benchmark for evaluating LLM reasoning on realistic resource-constrained project scheduling problems (RCPSP), a well-known NP-complete challenge.
Labelbox•August 22, 2025
Labelbox Evaluation Studio unlocks a private, real-time platform where top AI teams unlock tailored insights, instantly spot strengths and weaknesses, and accelerate faster frontier model improvements.
Labelbox•August 5, 2025
Meet Labelbox's MMC editor now with MCP support which enables human-in-the-loop evaluation by making it easy to inspect, label, and correct agentic-tool interactions.
Labelbox•July 24, 2025
Introducing Labelbox’s deep research leaderboard: an open, continuously‑updated scorecard that shows showing how top AI agents like OpenAI, Google, and Anthropic perform on long-form research tasks.
Labelbox•July 21, 2025
Our latest report examines the emerging expert economy driving frontier AI, detailing the backgrounds and disciplines of these knowledge workers and their impact on cutting-edge AI systems. It also covers their earnings and the high-skill data crucial for the next stage of AI development.
Labelbox•July 17, 2025
We tested rubric-based rewards and GRPO on a real-world e-commerce task and found they outperformed sparse rewards by 300%. This helps validate their effectiveness for complex, multi-step business workflows.
Labelbox•July 1, 2025
Agentic AI is emerging as a new frontier in autonomy, where models can plan, adapt, and take action independently. In this post we highlight three real-world projects with leading AI labs, from multi step tool use to structured reasoning and dynamic instruction following.
Labelbox•June 30, 2025
Enterprises need search-augmented LLMs that deliver fast, trustworthy, and up-to-date answers—not just polished language. Since public benchmarks rarely test for this, the Labelbox research team conducted its own study across three frontier models: Gemini 2.5 Pro, GPT-4.1, and Claude 4.0 Opus.
Labelbox•June 13, 2025
See how Labelbox utilizes custom rubric-based evaluations to help leading AI labs train and assess advanced frontier models with depth and nuance.
Labelbox•May 16, 2025
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