When rules lag behind, shadow systems emerge.

- The slow pace of policy versus rapid tech change

- Secret cyborgs and shadow AI adoption in workplaces

- Risks of cognitive offloading and skill erosion

- Social impacts: loneliness and reduced collaboration

- The scramble to update policies and its consequences

- The need for flexible adaptation over rigid rules

Timestamps will be added after transcription.