http://programmer.ie/tags/memory-attribution/ Recent content in Memory Attribution on Programmer.ie: Modern AI programming Hugo en-us Mon, 18 May 2026 11:14:15 +0100 http://programmer.ie/post/delta/ Mon, 18 May 2026 11:14:15 +0100 http://programmer.ie/post/delta/ <blockquote> <p>AI systems today have no idea why their own memory changes, that’s the problem we are trying to solve in this post.</p></blockquote> <h2 id="summary">Summary</h2> <p>Most AI memory systems start from a practical place: retrieval. Retrieval is useful, scalable, and often the right tool for the job. But if we want systems that interact with humans in more human‑like ways, we need a different analogy, not storage, but <strong>thinking</strong>.</p> <p>Humans don’t store perfect records. We don’t retrieve exact text or replay video files. What we call “memory” is a shifting landscape of associations, impressions, weights, and patterns. When you recall something, you’re not pulling a file from disk, you’re running a <strong>search</strong> across your internal world, shaped by everything you’ve lived through.</p>