June 10, 2025
Two things AI has quietly ruined for me
AI isn't the problem - it's how we use it. From uniform posts to shallow group work, here's how collaboration and creativity are quietly eroding.
AI isn't the problem - it's how we use it. From uniform posts to shallow group work, here's how collaboration and creativity are quietly eroding.
“Prompt engineering” is mostly a clarity problem. AI doesn’t need special syntax — it needs clear intent, outcomes, and constraints, like any teammate.
Oracle AI generates synthetic certainty from zero context. Embedded AI collaborates with lived project memory, maintaining continuity across sessions and building from real constraints.