AI/ML
Last updated 2026-03-17
GPT-4o Function Calling
234 practitioner signals collected. Readiness gap: 15%
Readiness Assessment
Claimed 90%
Verified 75%
Reported 78%
15% gap Moderate Gap
You have seen the data. Now — what happens next?
90%
Claimed
78%
Reported
75%
Verified
234
Signals
Practitioner Signals
Domain Expert This contributor has a track record of accurate readiness assessments. 2026-03-16
Reliable for simple schemas, complex nested objects still fail 5-10% of time
Context: Agentic workflow with 20+ tools
Signal Tier Legend
Tier 3 - Verified by multiple independent sources
Tier 2 - Reported by practitioners
Tier 1 - Anecdotal observation