They need to fix their platform. Until that happens, no child is truly going to benefit.
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The situation complicates further when AI memory mechanisms are introduced. Because AI agents forget their experiences once a context window closes, developers use “skills files” — notes agents write to their amnesiac future selves to pass on work strategies. Nguyen described the process in intimate terms: “After a Claude run, it’s like, hey, look back at everything you did. What did you learn from this? And update your agents.md or your Claude.md journal, basically, so that you’re getting better and smarter all the time.”
他还提到，迈凯伦2024、2025赛季的成功夺冠，既是车队员工努力的成果，同样也离不开合作伙伴的技术和支持。James对此表示感谢，并认为这种合作关系是双向共赢的，不仅助力车队获胜，也为合作伙伴提供了独特的品牌体验。