RLVR Security Environments
Verifiable environments, benchmarks, and loss-of-control scenarios for security and reliability agents.
Security and long-horizon environments for agentic AI
ARIMLABS is a Warsaw-based team building security-focused and long-horizon RL environments, with a research background in AI agent security including published vulnerabilities in popular browser-agent frameworks.
Disclosed CVEs in browser agent frameworks
This legacy directory profile is awaiting claim-level source migration. Existing values are retained, not upgraded to verified facts.
| Website | arimlabs.ai |
|---|---|
| Domains | Cybersecurity, Long Horizon |
| Location | Warsaw |
| Team size | 11-25 |
| Founders | Mykyta Mudryi, Markiian Chaklosh |
Focus areas and technical capabilities are shown separately. Missing technical evidence remains Unknown.
Unknown. No source-backed catalog capability record is available yet.
Products and services supported by official company materials. Reviewed 2026-08-16.
Verifiable environments, benchmarks, and loss-of-control scenarios for security and reliability agents.
Verified public artifacts and documented private commercial inventory.
Structured sources have not yet been migrated for this profile.
Company representatives and researchers can propose sourced changes. Submissions do not directly overwrite editorial data.
Also listed under Cybersecurity, Long Horizon.
| Name | Domains | Type / catalog | Location | Team | Funding | Raising |
|---|---|---|---|---|---|---|
| Rise Data Labs RL environments and tasks across multiple domains, supported by a large expert network | Computer Use, Coding, Finance, Cybersecurity, Legal, Data Labeling, Enterprise, Multi-Domain, RLHF, Custom Environments | Data + environments 3 artifacts | New York, United States | 11-25 | - | Unknown |
| Andon Labs Long-horizon autonomy benchmarks like Vending-Bench | Long Horizon, Alignment | Pure-play commercial Catalog unknown | San Francisco | 1-10 | Seed (Y Combinator) | Unknown |
| Andromede Programmatic generation of long-horizon RL environments | Long Horizon | Pure-play commercial Catalog unknown | Lausanne | 1-10 | - | Unknown |
| Anthromind Medical and long-horizon environments and expert data | Medical, Long Horizon, Data Labeling | Data + environments Catalog unknown | San Francisco | 1-10 | - | Unknown |
| Collinear Enterprise simulation, judges, and long-horizon trajectory generation | Enterprise, Long Horizon, Machine Learning, Simulation | Pure-play commercial Catalog unknown | Mountain View, Sunnyvale | 11-25 | - | Unknown |
| Diffuse Labs ML and long-horizon RL environments | Machine Learning, Long Horizon | Pure-play commercial Catalog unknown | Palo Alto, San Francisco | 1-10 | - | Unknown |