The same mess, now able to talk back
I went into the AI engineering courses hoping to feel stupid. I wanted the floor to move under me, the pleasant shock of finding a problem my old instincts could not reach. The first path was called Scope AI Solutions . I was still trying to tell which parts were new when the agentic lab asked for an API key. The project had no credits. I added some. The specified model promptly hit its…
The reporter ventured into AI engineering courses with a desire to feel challenged and discover new problems beyond their existing expertise. Upon arriving at the Scope AI Solutions project, they encountered an agentic lab that required an API key. The project had no credits, so the reporter added some. The model used for the project reached its daily request limit after a few attempts, prompting the reporter to switch to another model.
The reporter found themselves troubleshooting a vendor account, a task more familiar to software engineering than AI.
The reporter learned about "agentic tool orchestration," where a model selects a tool, provides arguments, reads the results, and potentially chooses another tool. This concept represented a significant advancement, as the model now makes important decisions, outsourcing the "if" statement to the model. However, the reporter still needed to determine the model's allowed actions, limitations, and performance metrics.
In this context, the model now functions as a research problem, while the reporter's role involves providing parameters and ensuring the model's output is appropriate. The model's decision-making capabilities can lead to multiple outcomes, making it challenging to define "equivalent behavior." The reporter acknowledged the need for further exploration of this topic.
The retrieval exercise highlighted the importance of permissions in AI, as the model now has access to search functions. While the model can find relevant information, it must also adhere to privacy and truthfulness standards. The reporter appreciated the distinction between relevance and permission, as search functions can reveal potentially sensitive information.
In summary, the reporter's experience in the AI engineering courses revealed that while AI models have become more capable and autonomous, the challenges surrounding permissions, decision-making, and accountability remain. The reporter expressed a desire for a course focusing on "Agentic Observability," which would address the complexities of managing AI systems and their implications.
Written by urgent.news from Dev.to's reporting — not their text. Machine-written — may contain errors; check the original before relying on it.
