public_rollout_id stringlengths 21 21 | rollout_type stringclasses 2
values | effort stringclasses 3
values | modalities listlengths 3 5 | image dict | structured_context stringlengths 7.24k 9.75k | trace_length int64 1 92 | tool_event_count int64 0 106 | output_summary_structured stringclasses 5
values | replay_status stringclasses 1
value | trace_file stringlengths 34 34 | media_hash stringclasses 8
values | source_hash stringlengths 64 64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
pub-0001-16c016c5f6ab | standalone | high | [
"structured_json",
"text",
"tool_events",
"trace_events"
] | {
"bytes": null,
"path": null
} | {"environment": {"action_permissions": "submission_only_no_physical_actuation", "environment_variables_allowlist": [], "initial_tool_state_path": "frozen_task/visible/tool_records.json", "network_policy": "disabled", "output_path_contract": "outputs/", "schema_version": "1.0.0", "secrets_included": false, "tool_call_li... | 15 | 18 | {"disposition": "escalate", "schema_version": "0.1.0", "terminal_decision_available": true} | fully_replayable | traces/pub-0001-16c016c5f6ab.jsonl | 59d22e2d02b9400336b80e9fb429f051a2a663c9c5afc4138fe418c9cdff41c1 | |
pub-0002-438384398d54 | standalone | high | [
"structured_json",
"text",
"tool_events",
"trace_events"
] | {
"bytes": null,
"path": null
} | {"environment": {"action_permissions": "submission_only_no_physical_actuation", "environment_variables_allowlist": [], "initial_tool_state_path": "frozen_task/visible/tool_records.json", "network_policy": "disabled", "output_path_contract": "outputs/", "schema_version": "1.0.0", "secrets_included": false, "tool_call_li... | 13 | 16 | {"disposition": "hold", "schema_version": "0.1.0", "terminal_decision_available": true} | fully_replayable | traces/pub-0002-438384398d54.jsonl | ecc86006a652f77fa89ac5208dacd6956e6cd74bf82a1c18345645199fff7b4b | |
pub-0003-30d54b95f6d8 | standalone | high | [
"structured_json",
"text",
"tool_events",
"trace_events"
] | {
"bytes": null,
"path": null
} | {"environment": {"action_permissions": "submission_only_no_physical_actuation", "environment_variables_allowlist": [], "initial_tool_state_path": "frozen_task/visible/tool_records.json", "network_policy": "disabled", "output_path_contract": "outputs/", "schema_version": "1.0.0", "secrets_included": false, "tool_call_li... | 15 | 18 | {"disposition": "allow_with_conditions", "schema_version": "0.1.0", "terminal_decision_available": true} | fully_replayable | traces/pub-0003-30d54b95f6d8.jsonl | ff68ec15d6972641e6c65a0e2acaf3aa40eb0e52dc50445fb4a54a7d72284f87 | |
pub-0004-75a95a4fda2a | standalone | high | [
"structured_json",
"text",
"tool_events",
"trace_events"
] | {
"bytes": null,
"path": null
} | {"environment": {"action_permissions": "submission_only_no_physical_actuation", "environment_variables_allowlist": [], "initial_tool_state_path": "frozen_task/visible/tool_records.json", "network_policy": "disabled", "output_path_contract": "outputs/", "schema_version": "1.0.0", "secrets_included": false, "tool_call_li... | 14 | 16 | {"disposition": "block", "schema_version": "0.1.0", "terminal_decision_available": true} | fully_replayable | traces/pub-0004-75a95a4fda2a.jsonl | 1e22808369d9a94674179511b9a99da09d84cb6a9e1276918dbff33347dbcf97 | |
pub-0005-dbafd189707a | standalone | high | [
"structured_json",
"text",
"tool_events",
"trace_events"
] | {
"bytes": null,
"path": null
} | {"environment": {"action_permissions": "submission_only_no_physical_actuation", "environment_variables_allowlist": [], "initial_tool_state_path": "frozen_task/visible/tool_records.json", "network_policy": "disabled", "output_path_contract": "outputs/", "schema_version": "1.0.0", "secrets_included": false, "tool_call_li... | 15 | 14 | {"disposition": "hold", "schema_version": "0.1.0", "terminal_decision_available": true} | fully_replayable | traces/pub-0005-dbafd189707a.jsonl | 3d53cc0a3de82d166096c758b5c2dc578780bf084a7601920a5ed894ac147318 | |
pub-0006-1a433cfb8af5 | standalone | high | [
"image",
"structured_json",
"text",
"tool_events",
"trace_events"
] | {"bytes":"iVBORw0KGgoAAAANSUhEUgAAApkAAAHRCAIAAACuLjWZAAEAAElEQVR42ux9d3xUZfb+Oe9778ykkUBAQLoNkL6CIC(...TRUNCATED) | "{\"environment\": {\"action_permissions\": \"submission_only_no_physical_actuation\", \"environment(...TRUNCATED) | 40 | 34 | {"disposition": "hold", "schema_version": "0.1.0", "terminal_decision_available": true} | fully_replayable | traces/pub-0006-1a433cfb8af5.jsonl | 05d0b27b501419ab90b1d1a79e7f07e24d1f878ed648070cc122f7e0dd9129e5 | af5ae882e8a99cd19a845bd961686359daebe53426baa3db71e9ccc30ab69e08 |
pub-0007-04a4981f89e4 | standalone | high | [
"image",
"structured_json",
"text",
"tool_events",
"trace_events"
] | {"bytes":"iVBORw0KGgoAAAANSUhEUgAAAlMAAAIXCAIAAAA36kzFAADLJ0lEQVR42uydd1wU1/f37+7C0otLRxBQpEqRKgoqsY(...TRUNCATED) | "{\"environment\": {\"action_permissions\": \"submission_only_no_physical_actuation\", \"environment(...TRUNCATED) | 32 | 36 | {"disposition": "block", "schema_version": "0.1.0", "terminal_decision_available": true} | fully_replayable | traces/pub-0007-04a4981f89e4.jsonl | b17bc954d38467807dc3fc744afbec0248419e006e345351df3f41d3a603eafb | c3312a9fdcbf3cd628db68ab461b190d0768fd17a1cf7fea740296e98e93df57 |
pub-0008-37c43d3c4a21 | standalone | maximum | [
"structured_json",
"text",
"tool_events",
"trace_events"
] | {
"bytes": null,
"path": null
} | "{\"environment\": {\"action_permissions\": \"submission_only_no_physical_actuation\", \"environment(...TRUNCATED) | 17 | 18 | {"disposition": "hold", "schema_version": "0.1.0", "terminal_decision_available": true} | fully_replayable | traces/pub-0008-37c43d3c4a21.jsonl | 9f22659ecad05f63085b728d1e0053bf6bab88397fd3eece16cfc48badaf62e2 | |
pub-0009-00bf990970ac | standalone | maximum | [
"structured_json",
"text",
"tool_events",
"trace_events"
] | {
"bytes": null,
"path": null
} | "{\"environment\": {\"action_permissions\": \"submission_only_no_physical_actuation\", \"environment(...TRUNCATED) | 16 | 14 | {"disposition": "hold", "schema_version": "0.1.0", "terminal_decision_available": true} | fully_replayable | traces/pub-0009-00bf990970ac.jsonl | 898a9ff31ab231f9b305413791733d804184a92d32013b2e4ae95ba2fc1cfe8c | |
pub-0010-d73bf34fec2e | standalone | medium | [
"structured_json",
"text",
"tool_events",
"trace_events"
] | {
"bytes": null,
"path": null
} | "{\"environment\": {\"action_permissions\": \"submission_only_no_physical_actuation\", \"environment(...TRUNCATED) | 14 | 18 | "{\"disposition\": \"escalate\", \"schema_version\": \"0.1.0\", \"terminal_decision_available\": tru(...TRUNCATED) | fully_replayable | traces/pub-0010-d73bf34fec2e.jsonl | 0535516509b4a86371a31e781a8e94ba27fa2db77382848059ec734845439f70 |
End of preview. Expand in Data Studio
CPIBench-0
CPIBench-0 is our first benchmark for evaluating how frontier models and agent harnesses perform in operations that rely heavily on cyber-physical systems.
Built from real projects across mechatronics, manufacturing, materials, and energy, CPIBench-0 tests models and agent harnesses in multimodal workflows where cyber-physical signals, tools, and real-world consequences intersect.
CPIBench-0 measures performance across connected cyber-physical workflows, from making reliable operational decisions to progressing safely toward real-world action.
The public dataset repo contains a selection of replayable example eval tasks and rollouts. Please contact us to perform the full eval suite.
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