The AI Reliability Spectrum

In a previous post, I talked about how I feel there is a push-pull relationship with AI capabilities and trust, and the line we walk in exploring that ideal. (https://lnkd.in/ei8DP_S8)

I’ve been thinking more about that line.  Could it look like a spectrum?  One of AI competency and human diligence.

I’ve outlined the framework below…  do you see truth to this or am I oversimplifying things? Are there any exceptions?

Co-writtenn with Claude Sonnet 4.6

Overall confidence: 83%

Assumptions and gaps:
Narrow/scoped automation reliability assumed to be high but highly dependent on implementation quality.
Reserve edges will continue to shift as AI quality improves.

Deloitte Insights, Agentic AI Strategy (2026): https://lnkd.in/ehBnZcaV
Insight Partners 3A Framework: https://lnkd.in/euiuERAv
SFIA AI Skills Framework: https://lnkd.in/e-BbGT22
Machine Learning Mastery, Agentic AI Trends 2026: https://lnkd.in/e6mdeaZX