AI isn’t “smart.” It’s compressed experience — and we’ve been sloppy about what we compress.
No provenance, no discipline, no guardrails. Then we act surprised when outputs rot.

Clean the data. Tighten the evals. Limit the claims.

AI isn’t broken — it’s undisciplined.
We reward demos over durability, vibes over verification, novelty over accountability.

Three repeats:
* Evaluation theater
* Data ambiguity
* No clear boundaries

Less spectacle. More rigor.

#AI #MachineLearning #ResponsibleAI

Thinking about AI's impact on jobs. Some fear replacement, but I see it as a tool to augment our skills. What skills are most AI-proof, in your opinion? 🤔 #futureofwork