This week has been predictably tough on Pokémon TCG collectors. Walmart has been dropping exclusive Pokémon TCG collectibles all week in the lead up to Pokémon Day, but securing orders on these heavily discounted items has been tricky. It's what we expected, but it's still disappointing to see.
This post is an expanded version of a presentation I gave at the 2025 WebAssembly CG meeting in Munich.
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"When you go around research labs, or you talk to start-ups, they have really good sensors, and then you ask them how long they work. They say 'six months'. That's great for R&D... but in industry, I want this robot to work for 10 years," he says.
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针对这些记忆缺陷，智能体工程通常采取以下手段进行增强：构建外部记忆库将用户偏好、业务知识、历史交互等存储在数据库中，智能体在需要时通过检索机制按需提取相关信息，应对长期记忆缺陷；对过长的上下文进行摘要和压缩，保留核心信息，释放Token空间，来应对信息过载导致的短期记忆遗忘。
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