---
pretty_name: Biosecurity Agent Production Worlds
license: apache-2.0
task_categories:
- other
language:
- en
tags:
- biosecurity
- agent-trajectories
configs:
- config_name: targets
  data_files:
  - split: train
    path: data/targets-*.parquet
- config_name: entities
  data_files:
  - split: train
    path: data/entities-*.parquet
- config_name: world_snapshots
  data_files:
  - split: train
    path: data/world_snapshots-*.parquet
- config_name: source_events
  data_files:
  - split: train
    path: data/source_events-*.parquet
- config_name: relationships
  data_files:
  - split: train
    path: data/relationships-*.parquet
- config_name: agent_runs
  data_files:
  - split: train
    path: data/agent_runs-*.parquet
- config_name: simulation_rollouts
  data_files:
  - split: train
    path: data/simulation_rollouts-*.parquet
- config_name: protections
  data_files:
  - split: train
    path: data/protections-*.parquet
- config_name: source_registry
  data_files:
  - split: train
    path: data/source_registry-*.parquet
---

# Biosecurity Agent Production Worlds Seed Dataset 0.1

A dataset of target-conditioned biosecurity worlds, live intelligence, real agent trajectories, and predictive simulations generated with Biosecurity Agent. It is a relational collection for studying how an agent builds and updates evidence-grounded worlds around specific targets.

## Configurations

| Configuration | Contents | Rows |
| --- | --- | ---: |
| `targets` | Public-real and explicitly synthetic targets | 1000 |
| `entities` | Normalized world entities | 14516 |
| `world_snapshots` | Observed and simulated temporal states | 356014 |
| `source_events` | Retrieved/discovered source records and normalized claims | 33074 |
| `relationships` | Evidence-linked target and entity relationships | 205800 |
| `agent_runs` | Observable structured Codex run results | 1500 |
| `simulation_rollouts` | Seeded defensive forecast forks | 82200 |
| `protections` | Evidence-backed defensive suggestions | 177 |
| `source_registry` | Source access, health, rights, and limitation metadata | 757 |

The dataset also contains 425357 observable agent lifecycle events in `traces/agent_traces.jsonl`. Stable IDs—including `target_set_id`, `world_id`, `target_id`, `snapshot_id`, `source_event_id`, and `agent_run_id`—join the configurations. JSON Schemas are provided under `schemas/`; `MANIFEST.json` records frozen provenance and row counts.

GitHub: https://github.com/Forsy-AI/biosecurity-agent