I'm Marco Somma, a cognitive systems architect, technologist, and builder of modular reasoning tools. I’m the creator of OrKa – an open framework for orchestrating explainable AI agents.
0/250 was not really a storage failure 😁. It was a binding failure. I had the procedure and I had the episode, but I did not yet have the mechanism that kept them attached when the next task arrived. Without that, skill memory is just archived text with a better label.
That is why I have stopped thinking about memory as retrieval alone. The real question is not just what the system can recall, but what prior should remain attached to the current decision, failure mode, and task shape.
And yes, I agree with your last point. A benchmark gives you the miss. Building starts when you treat that miss as the actual signal.
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Exactly 😅. That was the turning point for me.
0/250 was not really a storage failure 😁. It was a binding failure. I had the procedure and I had the episode, but I did not yet have the mechanism that kept them attached when the next task arrived. Without that, skill memory is just archived text with a better label.
That is why I have stopped thinking about memory as retrieval alone. The real question is not just what the system can recall, but what prior should remain attached to the current decision, failure mode, and task shape.
And yes, I agree with your last point. A benchmark gives you the miss. Building starts when you treat that miss as the actual signal.