https://kusga.com/tags/memory/ Recent content in Memory on Kusga Hugo en-gb Wed, 06 May 2026 10:00:00 +0200 https://kusga.com/articles/llm-memory-in-2026-why-most-benchmark-claims-dont-survive-scrutiny/ Wed, 06 May 2026 10:00:00 +0200 https://kusga.com/articles/llm-memory-in-2026-why-most-benchmark-claims-dont-survive-scrutiny/ <h1 id="llm-memory-in-2026-why-most-benchmark-claims-dont-survive-scrutiny">LLM Memory in 2026: Why Most Benchmark Claims Don&rsquo;t Survive Scrutiny</h1> <p>The race to build AI systems that &ldquo;remember&rdquo; their users has produced a flurry of viral benchmark claims, several commercial products charging between $19 and $249 per month, and a wave of confusion about what is actually working. <strong>A widely shared open-source project recently hit 5,400 GitHub stars in under 24 hours on the strength of a 96.6% recall score</strong>, only to have a detailed methodological critique poke serious holes in the claim within days.</p>