Module 19 · Tier 6 — Critical Evaluation
Staying Current
How to track AI developments without drowning in noise. A system for continuous learning.
Why This Matters
AI capabilities are developing faster than any other technology domain most of us have watched in our careers. A skill that was advanced in 2023 is table stakes in 2026. A limitation that defined your mental model might no longer apply. The practitioners who maintain their edge aren't consuming every article — they've built a systematic, low-time-cost approach to staying current that filters signal from noise.
Society Members Only
This module is part of AI~Workflows
Modules 6–20 are unlocked with a Society membership. You've seen the quality — here's what's waiting.
- Full concept — the complete framework
- Worked demo — a real example in practice
- Hands-on exercise with hint
- Active recall questions and reflection
- 15 more modules across Tiers 4–6