Your ATLI is 4.2 (range 4.0 to 4.4) at high confidence. This is a balanced-strength profile: strong personal AI fluency anchored in concrete recent practice, paired with substantive organisational change capacity. The strengths below describe the areas where the evidence is densest; the development priorities identify where further investment compounds the highest leverage in the current cycle.
The Judgement dimension reads as authoritative across the board. Your recent personal output stream is specific and self-described, you reason about AI outputs with calibrated trust rather than blanket acceptance, your fit judgement is sharp at the workflow level, and the agentic-supervision dimension (added in framework v0.2) shows you have set autonomy boundaries on at least one configured agent with reasoning that distinguishes what may run unsupervised from what cannot. Translation is similarly strong: you have led at least one workflow redesign end-to-end with a named methodology and a measurable outcome, you mobilise stakeholders through change with an explicit commitment-versus-compliance posture, and your governance design extends into the AI safety control plane (permission boundaries, monitoring, named-owner accountability) rather than stopping at compliance posture.
Endurance and Stability are solid at level 4. You defend AI investments through the J-curve with reasoning that holds up under pressure, you tolerate ambiguity without collapsing into false certainty, and you update beliefs as evidence accumulates. Where the profile could compound further: deepen the recursive-improvement element of operational embedding (operational execution and embedding at level 5 requires a self-improving loop the candidate built, not just a repeated manual optimisation), and continue building the agentic-supervision repertoire (agentic supervision and orchestration at level 5 requires a personal autonomy-tier model with a guardrail that failed and the change that followed).