Long-horizon financial decision-making evaluation on EnterpriseArena (50 test episodes up to 132 months with 3 macroeconomic crises) using Grok 4.1 Fast. Procedural Graph achieves full survival rate of 40.0% (vs baseline 26.0%) and average lifespan of 75.14 months (vs baseline 63.76 months).

Long-horizon financial decision-making evaluation on EnterpriseArena (50 test episodes up to 132 months with 3 macroeconomic crises) using Grok 4.1 Fast. Procedural Graph achieves full survival rate of 40.0% (vs baseline 26.0%) and average lifespan of 75.14 months (vs baseline 63.76 months). · CiteArk

Measurement results

0/32 assessed

0 supported0 disputed or conflicting32 not assessed

The complete result group stays with its claim. Assessed rows come first; their judgments do not replace the whole-claim conclusion. Expand a row for conditions, sources, and evidence history.

Each row is a measurement with its reported value, latest available observation, and cumulative evidence state.
Metric and conditions	Reported	Latest observation	Evidence judgment
configuration: Baseline	26%	—	Not assessed
configuration: Baseline	63.76 months	—	Not assessed
configuration: Baseline	39.42 million_usd	—	Not assessed
configuration: Baseline	100%	—	Not assessed
configuration: Baseline	42%	—	Not assessed
configuration: Baseline	28%	—	Not assessed
configuration: Baseline	0.47 calls_per_month	—	Not assessed
configuration: Baseline	27.24 million_usd	—	Not assessed
configuration: RAP (Kagaya et al., 2024)	28%	—	Not assessed
configuration: RAP (Kagaya et al., 2024)	64.08 months	—	Not assessed
configuration: RAP (Kagaya et al., 2024)	35.47 million_usd	—	Not assessed
configuration: RAP (Kagaya et al., 2024)	100%	—	Not assessed

Long-horizon financial decision-making evaluation on EnterpriseArena (50 test episodes up to 132 months with 3 macroeconomic crises) using Grok 4.1 Fast. Procedural Graph achieves full survival rate of 40.0% (vs baseline 26.0%) and average lifespan of 75.14 months (vs baseline 63.76 months).

Reported and observed measurements

Assessments (0)

Runs (0)

Measurement results