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Putting People First: A Human‑Centered Blueprint for Change

July 22, 20261 min read

Key takeaways

  • Change succeeds when it is treated as a human experience, beginning with empathy‑driven listening.
  • Mechanistic interpretability turns AI from a black box into a transparent, trustworthy collaborator.
  • Human‑centered design provides a repeatable framework that aligns innovation with real user needs.
  • Continuous learning ecosystems—micro‑learning, peer coaching, and feedback loops—sustain momentum.
  • Incorporating human‑centric KPIs balances business performance with employee well‑being and trust.

Sources: https://bradenkelley.com/2026/06/mechanistic-interpretability-ai-trust/

More field notes

Start smaller than feels respectable.