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地平线余凯:各家自动驾驶技术路线没有本质区别

  • 2026-05-17 19:30:44
地平线余凯:各家自动驾驶技术路线没有本质区别

之前在从VLA2.0到VLA2.1 ? 谈到自动驾驶行业里对技术的营销

这次地平线余凯的解释很好：

“行业里面什么vla，什么vlm，什么end to end，什么世界模型，别扯这些词，我觉得是商业大于实质。其实大家干的事情都差不多。所有这些技术buzz word（行业黑话）都是用来吹牛的。我觉得更多的是一些车企老板或者自媒体的一个谈资。但实际上在真正上牌桌的玩家里面，技术路线没有本质区别。细节是魔鬼”

余凯的话说到问题的核心，各家对外宣传时整一堆新词，其实本质技术路线都类似。要想真正做好自动驾驶用户体验，更重要的是沉下心来打磨好整个技术链路上的每一个细节

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  1. CONNECT:[ UseTime:0.000389s ] mysql:host=127.0.0.1;port=3306;dbname=e_mffb;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.000655s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000486s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000289s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.000527s ]
  6. SELECT * FROM `set` [ RunTime:0.000214s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.000623s ]
  8. SELECT * FROM `article` WHERE `id` = 506623 LIMIT 1 [ RunTime:0.000390s ]
  9. UPDATE `article` SET `lasttime` = 1779027214 WHERE `id` = 506623 [ RunTime:0.000614s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 67 LIMIT 1 [ RunTime:0.000255s ]
  11. SELECT * FROM `article` WHERE `id` < 506623 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.000436s ]
  12. SELECT * FROM `article` WHERE `id` > 506623 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.000399s ]
  13. SELECT * FROM `article` WHERE `id` < 506623 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.002986s ]
  14. SELECT * FROM `article` WHERE `id` < 506623 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.002591s ]
  15. SELECT * FROM `article` WHERE `id` < 506623 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.001108s ]
0.096699s