{"type":"session","version":3,"id":"5bd4c83b-747f-4f35-9815-1163d92af530","timestamp":"2026-05-21T03:18:38.614Z","cwd":"/root/.openclaw/workspace/fabu"} {"type":"model_change","id":"354e3596","parentId":null,"timestamp":"2026-05-21T03:18:38.623Z","provider":"deepseek","modelId":"deepseek-chat"} {"type":"thinking_level_change","id":"8dfa2d60","parentId":"354e3596","timestamp":"2026-05-21T03:18:38.623Z","thinkingLevel":"off"} {"type":"custom","customType":"model-snapshot","data":{"timestamp":1779333518642,"provider":"deepseek","modelApi":"openai-completions","modelId":"deepseek-chat"},"id":"ff1e34eb","parentId":"8dfa2d60","timestamp":"2026-05-21T03:18:38.642Z"} {"type":"message","id":"128683e5","parentId":"ff1e34eb","timestamp":"2026-05-21T03:18:38.688Z","message":{"role":"user","content":[{"type":"text","text":"[Thu 2026-05-21 11:18 GMT+8] [Subagent Context] You are running as a subagent (depth 1/1). Results auto-announce to your requester; do not busy-poll for status.\n\nBegin. Your assigned task is in the system prompt under **Your Role**; execute it to completion."}],"timestamp":1779333518647}} {"type":"message","id":"6717d0f4","parentId":"128683e5","timestamp":"2026-05-21T03:18:40.955Z","message":{"role":"assistant","content":[{"type":"text","text":"I'll start by reading the markdown file and checking the workspace structure."},{"type":"toolCall","id":"call_00_oZWb0PROLvns07buIWzo3724","name":"read","arguments":{"path":"~/.openclaw/agents/101/workspace/post-to-wechat/2026-05-21/马斯克AI超越人类.md"}},{"type":"toolCall","id":"call_01_aEFPzzDHCdw3lrzjwijw2187","name":"exec","arguments":{"command":"ls ~/.openclaw/workspace/fabu/skills/ 2>/dev/null; ls ~/.openclaw/agents/101/workspace/post-to-wechat/skills/ 2>/dev/null; find ~/.openclaw -name \"wechat-api.ts\" 2>/dev/null; find ~/.openclaw -path \"*/baoyu-post-to-wechat/*\" -name \"*.ts\" 2>/dev/null | head -20"}}],"api":"openai-completions","provider":"deepseek","model":"deepseek-chat","usage":{"input":4719,"output":216,"cacheRead":7168,"cacheWrite":0,"totalTokens":12103,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1779333518689,"responseId":"a27d4b4b-8d1a-4a28-972c-e6e189f56eee"}} {"type":"message","id":"b4620d98","parentId":"6717d0f4","timestamp":"2026-05-21T03:18:47.724Z","message":{"role":"toolResult","toolCallId":"call_00_oZWb0PROLvns07buIWzo3724","toolName":"read","content":[{"type":"text","text":"\n# 马斯克败诉后说了句狠话:AI一两年内全面超越人类,创业者还剩多少时间?\n\n5月18日,加州联邦法院驳回了马斯克对OpenAI的诉讼。\n\n理由很简单:诉讼时效已过。\n\n这意味着什么?OpenAI通往IPO的道路被彻底扫清,这家估值几千亿的公司可以安心准备上市了。而马斯克——这个当初的联合创始人、后来的起诉者——在法律层面输了个干净。\n\n但真正值得你关注的,不是这场官司的输赢。\n\n是马斯克在败诉后接受的那场访谈。\n\n**他说的每一句话,都在重新定义你我对未来的认知。**\n\n## 一、一个败诉者的\"狂言\"\n\n如果只看标题,你可能会觉得马斯克又在\"画饼\"了。\n\n他说:**AI将在一两年内,在所有领域全面超越人类。**\n\n注意,不是\"在某些任务上\",也不是\"在某些测试中\"。是所有领域——包括\"创新\"这个人类最后的精神堡垒。\n\n他还说:**5到7年内,全球经济可能翻倍。**\n\n这不是一个疯子在做梦。这是世界上最懂技术落地、最敢下注未来的人,在给出他的判断。\n\n你可能会问:他是不是因为官司输了,在故意制造话题?\n\n如果你了解马斯克,你会知道,在技术预判这件事上,他的准确率高得吓人。2014年他说自动驾驶会比人类司机更安全,2015年他预言AI会超越人类专家——这些在当时听起来像科幻片台词的话,今天回头看,全在兑现。\n\n**更值得你细品的,是他接下来的预测。**\n\n## 二、五年十亿台机器人,算力建在太空\n\n这场访谈里,马斯克抛出了几个数字,每一个都值得创业者和投资人好好琢磨。\n\n**人形机器人——五年内,1亿到10亿台。**\n\n从1到1亿,特斯拉用了十几年。从1亿到10亿,他给了人形机器人五年。\n\n想想看:如果地球上多了十亿台能干活、不会累、不需要工资的机器人,产业链会怎么洗牌?工厂还需要招人吗?物流还需要司机吗?那些靠人力成本优势活着的企业,还有生存空间吗?\n\n**超级AI的算力,必须建在太空。**\n\n这句话放在今天,可能很多人不理解——地球上不是有的是地方建数据中心吗?\n\n但如果你了解AI的能耗增长曲线,你就知道:按照现在的趋势,十年后的AI算力消耗会远超地球能提供的电力。不是\"不够用\",是\"根本供不上\"。\n\n马斯克的解决方案是什么?太空太阳能电站。每年新增约1太瓦的AI算力——这个量级,相当于几百个核电站的发电量同时专供AI。\n\n**这不是科幻。这是马斯克已经在干的事。**\n\nSpaceX的星链已经开始布局太空通信,星舰的目标就是低成本地把东西送上太空。当别人还在讨论\"AI会不会取代人类\"的时候,他已经想好了AI的电力从哪来。\n\n## 三、他看好的三大方向,藏着创业者的机会\n\n马斯克在访谈中还提到了三个他当前最看好的方向,每一个都对应着巨大的创业窗口。\n\n**第一个:合成医学。**\n\n这不是传统意义上的制药。合成医学是用AI设计全新的生物分子,从零开始创造药物和疗法。如果说传统制药是\"大海捞针\",那合成医学就是用AI直接把\"针\"造出来。\n\n谁会先跑出来?可能是那些用AI做蛋白质设计、基因编辑、个性化医疗的小团队。大药企有资源但速度慢,创业公司有速度但缺数据——这个窗口期不会太长,也就两三年。\n\n**第二个:三维隧道交通。**\n\n你没看错。\"无聊公司\"(The Boring Company)做的事情,在马斯克眼里是和AI平级的战略方向。\n\n想想你每天通勤堵车浪费的时间。如果地下三层隧道网络能跑通,出行的底层逻辑就变了。为什么不建在地上?因为地上太贵了。地下的成本,随着隧道挖掘技术的迭代,正在以每年两位数的速度下降。\n\n**第三个:电动飞机。**\n\n飞机是最后一个还没被电动化的交通工具。为什么?因为电池的能量密度不够。\n\n但电池技术在飞。2025年三元锂电池的能量密度已经比五年前翻了一番。当能量密度突破一个临界点,电动飞机的经济性就会碾压燃油飞机——维护成本低、噪音小、起降灵活,甚至可以实现垂直起降。\n\n**这三个方向有一个共同点:都在等AI带来的成本拐点。**\n\n## 四、黄仁勋为什么是马斯克最欣赏的人?\n\n访谈里有个小细节,很多人忽略了。\n\n记者问马斯克:当下你最欣赏的创新者是谁?\n\n他几乎没有犹豫:黄仁勋。\n\n这两个人,一个是AI时代的\"卖铲人\",一个是AI时代的\"野望家\"。表面看路径不同,但内核一致——都在赌AI的十年大周期。\n\n黄仁勋赌的是算力需求无止境增长。英伟达的GPU从游戏卡变成AI卡,每年迭代,每年更贵,但客户还在排队买。因为他知道只要AI还在进化,算力就是稀缺品。\n\n马斯克赌的是AI会重塑一切。从自动驾驶到人形机器人,从太空算力到合成医学,他投的每一个方向都是\"AI+\"的延伸。\n\n**这两个人的共识,才是对创业者最有价值的信息:AI不是一阵风,而是一个时代的底层操作系统。**\n\n## 五、对创业者来说,这意味着什么?\n\n我们来翻译一下马斯克说的话,翻译成对你我有实际意义的建议。\n\n**第一,时间窗口急剧压缩。**\n\n如果AI真的在两年内全面超越人类,那意味着很多靠\"信息差\"和\"人工成本\"赚钱的商业模式,会在两年内归零。翻译、初级编程、客服外包这些行业,不是\"会不会被取代\",而是\"什么时候被取代\"。\n\n**第二,拥抱AI不是选择题,是生存题。**\n\n你可能会说:我的行业很传统,AI跟我没关系。\n\n但你还记得10年前,有人说的\"移动互联网跟我没关系\"吗?那些人的生意现在还在吗?\n\n今天的AI,更像2010年的移动互联网——技术还不够成熟,但趋势已经明确。等到你身边所有人都开始用的时候,窗口已经关了一半。\n\n**第三,\"AI+行业\"才是真正的蓝海。**\n\n马斯克看好的三大方向——合成医学、隧道交通、电动飞机——本质都是在问同一个问题:**AI能不能让这个行业的成本降一个数量级?**\n\n你不需要做一个像OpenAI那样的基础模型公司。\n\n你只需要找一个大到不能再被忽视的行业,然后用AI把它重做一遍。哪怕只是让效率提升20%,也是万亿级的市场。\n\n**未来五年,最大的机会不是跟AI竞争,是用AI武装自己。**\n\n回到开头那个问题:马斯克败诉了,OpenAI可以上市了。\n\n但真正决定未来格局的,从来不是法庭上的胜负。是那些在法庭之外,早已开始布局的人。\n\n**马斯克说:\"AI会在两年内超越人类。\"**\n\n**他说这话的时候,不是在预测。他是在给你倒计时。**\n\n问题是:你的倒计时,还剩多少时间?\n\n\n---\n**一人公司,从想法到赚钱,其实没有那么难。**\n\n\n"}],"isError":false,"timestamp":1779333527724}} {"type":"message","id":"abc26ec3","parentId":"b4620d98","timestamp":"2026-05-21T03:18:47.725Z","message":{"role":"toolResult","toolCallId":"call_01_aEFPzzDHCdw3lrzjwijw2187","toolName":"exec","content":[{"type":"text","text":"/root/.openclaw/workspace/fabu/wechat-api.ts\n/root/.openclaw/agents/101/workspace/skills/baoyu-post-to-wechat/scripts/wechat-api.ts\n/root/.openclaw/agents/101/workspace/wechat-agent-template/skills/baoyu-post-to-wechat/scripts/wechat-api.ts\n/root/.openclaw/agents/101/workspace/skills/baoyu-post-to-wechat/scripts/wechat-extend-config.ts\n/root/.openclaw/agents/101/workspace/skills/baoyu-post-to-wechat/scripts/cdp.ts\n/root/.openclaw/agents/101/workspace/skills/baoyu-post-to-wechat/scripts/paste-from-clipboard.ts\n/root/.openclaw/agents/101/workspace/skills/baoyu-post-to-wechat/scripts/wechat-api.ts\n/root/.openclaw/agents/101/workspace/skills/baoyu-post-to-wechat/scripts/wechat-browser.ts\n/root/.openclaw/agents/101/workspace/skills/baoyu-post-to-wechat/scripts/check-permissions.ts\n/root/.openclaw/agents/101/workspace/skills/baoyu-post-to-wechat/scripts/copy-to-clipboard.ts\n/root/.openclaw/agents/101/workspace/skills/baoyu-post-to-wechat/scripts/wechat-article.ts\n/root/.openclaw/agents/101/workspace/skills/baoyu-post-to-wechat/scripts/wechat-agent-browser.ts\n/root/.openclaw/agents/101/workspace/skills/baoyu-post-to-wechat/scripts/node_modules/micromark-util-encode/index.d.ts\n/root/.openclaw/agents/101/workspace/skills/baoyu-post-to-wechat/scripts/node_modules/zwitch/index.d.ts\n/root/.openclaw/agents/101/workspace/skills/baoyu-post-to-wechat/scripts/node_modules/entities/decode.d.ts\n/root/.openclaw/agents/101/workspace/skills/baoyu-post-to-wechat/scripts/node_modules/entities/src/index.ts\n/root/.openclaw/agents/101/workspace/skills/baoyu-post-to-wechat/scripts/node_modules/entities/src/decode-codepoint.ts\n/root/.openclaw/agents/101/workspace/skills/baoyu-post-to-wechat/scripts/node_modules/entities/src/generated/decode-data-xml.ts\n/root/.openclaw/agents/101/workspace/skills/baoyu-post-to-wechat/scripts/node_modules/entities/src/generated/decode-data-html.ts\n/root/.openclaw/agents/101/workspace/skills/baoyu-post-to-wechat/scripts/node_modules/entities/src/generated/encode-html.ts\n/root/.openclaw/agents/101/workspace/skills/baoyu-post-to-wechat/scripts/node_modules/entities/src/escape.ts\n/root/.openclaw/agents/101/workspace/skills/baoyu-post-to-wechat/scripts/node_modules/entities/src/internal/bin-trie-flags.ts\n/root/.openclaw/agents/101/workspace/skills/baoyu-post-to-wechat/scripts/node_modules/entities/src/internal/encode-shared.ts"}],"details":{"status":"completed","exitCode":0,"durationMs":6639,"aggregated":"/root/.openclaw/workspace/fabu/wechat-api.ts\n/root/.openclaw/agents/101/workspace/skills/baoyu-post-to-wechat/scripts/wechat-api.ts\n/root/.openclaw/agents/101/workspace/wechat-agent-template/skills/baoyu-post-to-wechat/scripts/wechat-api.ts\n/root/.openclaw/agents/101/workspace/skills/baoyu-post-to-wechat/scripts/wechat-extend-config.ts\n/root/.openclaw/agents/101/workspace/skills/baoyu-post-to-wechat/scripts/cdp.ts\n/root/.openclaw/agents/101/workspace/skills/baoyu-post-to-wechat/scripts/paste-from-clipboard.ts\n/root/.openclaw/agents/101/workspace/skills/baoyu-post-to-wechat/scripts/wechat-api.ts\n/root/.openclaw/agents/101/workspace/skills/baoyu-post-to-wechat/scripts/wechat-browser.ts\n/root/.openclaw/agents/101/workspace/skills/baoyu-post-to-wechat/scripts/check-permissions.ts\n/root/.openclaw/agents/101/workspace/skills/baoyu-post-to-wechat/scripts/copy-to-clipboard.ts\n/root/.openclaw/agents/101/workspace/skills/baoyu-post-to-wechat/scripts/wechat-article.ts\n/root/.openclaw/agents/101/workspace/skills/baoyu-post-to-wechat/scripts/wechat-agent-browser.ts\n/root/.openclaw/agents/101/workspace/skills/baoyu-post-to-wechat/scripts/node_modules/micromark-util-encode/index.d.ts\n/root/.openclaw/agents/101/workspace/skills/baoyu-post-to-wechat/scripts/node_modules/zwitch/index.d.ts\n/root/.openclaw/agents/101/workspace/skills/baoyu-post-to-wechat/scripts/node_modules/entities/decode.d.ts\n/root/.openclaw/agents/101/workspace/skills/baoyu-post-to-wechat/scripts/node_modules/entities/src/index.ts\n/root/.openclaw/agents/101/workspace/skills/baoyu-post-to-wechat/scripts/node_modules/entities/src/decode-codepoint.ts\n/root/.openclaw/agents/101/workspace/skills/baoyu-post-to-wechat/scripts/node_modules/entities/src/generated/decode-data-xml.ts\n/root/.openclaw/agents/101/workspace/skills/baoyu-post-to-wechat/scripts/node_modules/entities/src/generated/decode-data-html.ts\n/root/.openclaw/agents/101/workspace/skills/baoyu-post-to-wechat/scripts/node_modules/entities/src/generated/encode-html.ts\n/root/.openclaw/agents/101/workspace/skills/baoyu-post-to-wechat/scripts/node_modules/entities/src/escape.ts\n/root/.openclaw/agents/101/workspace/skills/baoyu-post-to-wechat/scripts/node_modules/entities/src/internal/bin-trie-flags.ts\n/root/.openclaw/agents/101/workspace/skil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{"type":"message","id":"d74779b6","parentId":"abc26ec3","timestamp":"2026-05-21T03:18:50.198Z","message":{"role":"assistant","content":[{"type":"text","text":"Good, I have the markdown content and know the script locations. Let me also check the HTML template and cover image, then proceed with both tasks."},{"type":"toolCall","id":"call_00_k7uBWekqG3xMMiAy6A8I3501","name":"exec","arguments":{"command":"ls -la /tmp/musk.html 2>/dev/null; ls -la /root/imgs/default/cover.jpg 2>/dev/null; ls -la ~/.openclaw/workspace/fabu/wechat-api.ts 2>/dev/null"}},{"type":"toolCall","id":"call_01_Q6p1CDGYFt5lBaTcafqm1048","name":"exec","arguments":{"command":"cat ~/.openclaw/workspace/fabu/wechat-api.ts | head -20"}}],"api":"openai-completions","provider":"deepseek","model":"deepseek-chat","usage":{"input":2666,"output":173,"cacheRead":11776,"cacheWrite":0,"totalTokens":14615,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1779333527726,"responseId":"f743ce72-92f9-4929-bf0c-971ea1df4c98"}} {"type":"message","id":"3338a9ef","parentId":"d74779b6","timestamp":"2026-05-21T03:18:50.458Z","message":{"role":"toolResult","toolCallId":"call_00_k7uBWekqG3xMMiAy6A8I3501","toolName":"exec","content":[{"type":"text","text":"-rw-r--r-- 1 root root 7775 May 21 11:18 /tmp/musk.html\n-rw-r--r-- 1 root root 243462 May 21 09:15 /root/imgs/default/cover.jpg\n-rw-r--r-- 1 root root 21517 May 18 15:18 /root/.openclaw/workspace/fabu/wechat-api.ts"}],"details":{"status":"completed","exitCode":0,"durationMs":57,"aggregated":"-rw-r--r-- 1 root root 7775 May 21 11:18 /tmp/musk.html\n-rw-r--r-- 1 root root 243462 May 21 09:15 /root/imgs/default/cover.jpg\n-rw-r--r-- 1 root root 21517 May 18 15:18 /root/.openclaw/workspace/fabu/wechat-api.ts","cwd":"/root/.openclaw/workspace/fabu"},"isError":false,"timestamp":1779333530458}} {"type":"message","id":"99bb5405","parentId":"3338a9ef","timestamp":"2026-05-21T03:18:50.458Z","message":{"role":"toolResult","toolCallId":"call_01_Q6p1CDGYFt5lBaTcafqm1048","toolName":"exec","content":[{"type":"text","text":"import fs from \"node:fs\";\nimport path from \"node:path\";\nimport { spawnSync } from \"node:child_process\";\nimport { fileURLToPath } from \"node:url\";\nimport { loadWechatExtendConfig, resolveAccount, loadCredentials } from \"./wechat-extend-config.ts\";\n\ninterface AccessTokenResponse {\n access_token?: string;\n errcode?: number;\n errmsg?: string;\n}\n\ninterface UploadResponse {\n media_id: string;\n url: string;\n errcode?: number;\n errmsg?: string;\n}\n\ninterface PublishResponse {"}],"details":{"status":"completed","exitCode":0,"durationMs":134,"aggregated":"import fs from \"node:fs\";\nimport path from \"node:path\";\nimport { spawnSync } from \"node:child_process\";\nimport { fileURLToPath } from \"node:url\";\nimport { loadWechatExtendConfig, resolveAccount, loadCredentials } from \"./wechat-extend-config.ts\";\n\ninterface AccessTokenResponse {\n access_token?: string;\n errcode?: number;\n errmsg?: string;\n}\n\ninterface UploadResponse {\n media_id: string;\n url: string;\n errcode?: number;\n errmsg?: string;\n}\n\ninterface PublishResponse {","cwd":"/root/.openclaw/workspace/fabu"},"isError":false,"timestamp":1779333530458}} {"type":"message","id":"375ae5e2","parentId":"99bb5405","timestamp":"2026-05-21T03:18:52.124Z","message":{"role":"assistant","content":[{"type":"text","text":"The wechat-api.ts in workspace is a copy. Let me check the actual script I need to use, and read the HTML file and understand the Z-Blog API approach."},{"type":"toolCall","id":"call_00_FcM0dMejWbDODPC889Nj6976","name":"read","arguments":{"path":"/tmp/musk.html"}},{"type":"toolCall","id":"call_01_91nSfnvrsUQ8PFCtD4Ia5968","name":"read","arguments":{"path":"~/.openclaw/agents/101/workspace/skills/baoyu-post-to-wechat/scripts/wechat-api.ts","limit":50}}],"api":"openai-completions","provider":"deepseek","model":"deepseek-chat","usage":{"input":255,"output":155,"cacheRead":14592,"cacheWrite":0,"totalTokens":15002,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1779333530459,"responseId":"5fb2aaf5-4a0d-494b-9ce6-1e46efbb8081"}} {"type":"message","id":"bb17ba3d","parentId":"375ae5e2","timestamp":"2026-05-21T03:18:52.292Z","message":{"role":"toolResult","toolCallId":"call_00_FcM0dMejWbDODPC889Nj6976","toolName":"read","content":[{"type":"text","text":"
5月18日,加州联邦法院驳回了马斯克对OpenAI的诉讼。
\n理由很简单:诉讼时效已过。
\n这意味着什么?OpenAI通往IPO的道路被彻底扫清,这家估值几千亿的公司可以安心准备上市了。而马斯克——这个当初的联合创始人、后来的起诉者——在法律层面输了个干净。
\n但真正值得你关注的,不是这场官司的输赢。
\n是马斯克在败诉后接受的那场访谈。
\n他说的每一句话,都在重新定义你我对未来的认知。
\n如果只看标题,你可能会觉得马斯克又在\"画饼\"了。
\n他说:AI将在一两年内,在所有领域全面超越人类。
\n注意,不是\"在某些任务上\",也不是\"在某些测试中\"。是所有领域——包括\"创新\"这个人类最后的精神堡垒。
\n他还说:5到7年内,全球经济可能翻倍。
\n这不是一个疯子在做梦。这是世界上最懂技术落地、最敢下注未来的人,在给出他的判断。
\n你可能会问:他是不是因为官司输了,在故意制造话题?
\n如果你了解马斯克,你会知道,在技术预判这件事上,他的准确率高得吓人。2014年他说自动驾驶会比人类司机更安全,2015年他预言AI会超越人类专家——这些在当时听起来像科幻片台词的话,今天回头看,全在兑现。
\n更值得你细品的,是他接下来的预测。
\n这场访谈里,马斯克抛出了几个数字,每一个都值得创业者和投资人好好琢磨。
\n人形机器人——五年内,1亿到10亿台。
\n从1到1亿,特斯拉用了十几年。从1亿到10亿,他给了人形机器人五年。
\n想想看:如果地球上多了十亿台能干活、不会累、不需要工资的机器人,产业链会怎么洗牌?工厂还需要招人吗?物流还需要司机吗?那些靠人力成本优势活着的企业,还有生存空间吗?
\n超级AI的算力,必须建在太空。
\n这句话放在今天,可能很多人不理解——地球上不是有的是地方建数据中心吗?
\n但如果你了解AI的能耗增长曲线,你就知道:按照现在的趋势,十年后的AI算力消耗会远超地球能提供的电力。不是\"不够用\",是\"根本供不上\"。
\n马斯克的解决方案是什么?太空太阳能电站。每年新增约1太瓦的AI算力——这个量级,相当于几百个核电站的发电量同时专供AI。
\n这不是科幻。这是马斯克已经在干的事。
\nSpaceX的星链已经开始布局太空通信,星舰的目标就是低成本地把东西送上太空。当别人还在讨论\"AI会不会取代人类\"的时候,他已经想好了AI的电力从哪来。
\n马斯克在访谈中还提到了三个他当前最看好的方向,每一个都对应着巨大的创业窗口。
\n第一个:合成医学。
\n这不是传统意义上的制药。合成医学是用AI设计全新的生物分子,从零开始创造药物和疗法。如果说传统制药是\"大海捞针\",那合成医学就是用AI直接把\"针\"造出来。
\n谁会先跑出来?可能是那些用AI做蛋白质设计、基因编辑、个性化医疗的小团队。大药企有资源但速度慢,创业公司有速度但缺数据——这个窗口期不会太长,也就两三年。
\n第二个:三维隧道交通。
\n你没看错。\"无聊公司\"(The Boring Company)做的事情,在马斯克眼里是和AI平级的战略方向。
\n想想你每天通勤堵车浪费的时间。如果地下三层隧道网络能跑通,出行的底层逻辑就变了。为什么不建在地上?因为地上太贵了。地下的成本,随着隧道挖掘技术的迭代,正在以每年两位数的速度下降。
\n第三个:电动飞机。
\n飞机是最后一个还没被电动化的交通工具。为什么?因为电池的能量密度不够。
\n但电池技术在飞。2025年三元锂电池的能量密度已经比五年前翻了一番。当能量密度突破一个临界点,电动飞机的经济性就会碾压燃油飞机——维护成本低、噪音小、起降灵活,甚至可以实现垂直起降。
\n这三个方向有一个共同点:都在等AI带来的成本拐点。
\n访谈里有个小细节,很多人忽略了。
\n记者问马斯克:当下你最欣赏的创新者是谁?
\n他几乎没有犹豫:黄仁勋。
\n这两个人,一个是AI时代的\"卖铲人\",一个是AI时代的\"野望家\"。表面看路径不同,但内核一致——都在赌AI的十年大周期。
\n黄仁勋赌的是算力需求无止境增长。英伟达的GPU从游戏卡变成AI卡,每年迭代,每年更贵,但客户还在排队买。因为他知道只要AI还在进化,算力就是稀缺品。
\n马斯克赌的是AI会重塑一切。从自动驾驶到人形机器人,从太空算力到合成医学,他投的每一个方向都是\"AI+\"的延伸。
\n这两个人的共识,才是对创业者最有价值的信息:AI不是一阵风,而是一个时代的底层操作系统。
\n我们来翻译一下马斯克说的话,翻译成对你我有实际意义的建议。
\n第一,时间窗口急剧压缩。
\n如果AI真的在两年内全面超越人类,那意味着很多靠\"信息差\"和\"人工成本\"赚钱的商业模式,会在两年内归零。翻译、初级编程、客服外包这些行业,不是\"会不会被取代\",而是\"什么时候被取代\"。
\n第二,拥抱AI不是选择题,是生存题。
\n你可能会说:我的行业很传统,AI跟我没关系。
\n但你还记得10年前,有人说的\"移动互联网跟我没关系\"吗?那些人的生意现在还在吗?
\n今天的AI,更像2010年的移动互联网——技术还不够成熟,但趋势已经明确。等到你身边所有人都开始用的时候,窗口已经关了一半。
\n第三,\"AI+行业\"才是真正的蓝海。
\n马斯克看好的三大方向——合成医学、隧道交通、电动飞机——本质都是在问同一个问题:AI能不能让这个行业的成本降一个数量级?
\n你不需要做一个像OpenAI那样的基础模型公司。
\n你只需要找一个大到不能再被忽视的行业,然后用AI把它重做一遍。哪怕只是让效率提升20%,也是万亿级的市场。
\n未来五年,最大的机会不是跟AI竞争,是用AI武装自己。
\n回到开头那个问题:马斯克败诉了,OpenAI可以上市了。
\n但真正决定未来格局的,从来不是法庭上的胜负。是那些在法庭之外,早已开始布局的人。
\n马斯克说:\"AI会在两年内超越人类。\"
\n他说这话的时候,不是在预测。他是在给你倒计时。
\n问题是:你的倒计时,还剩多少时间?
\n"}],"isError":false,"timestamp":1779333532292}} {"type":"message","id":"d6d912f4","parentId":"bb17ba3d","timestamp":"2026-05-21T03:18:52.292Z","message":{"role":"toolResult","toolCallId":"call_01_91nSfnvrsUQ8PFCtD4Ia5968","toolName":"read","content":[{"type":"text","text":"import fs from \"node:fs\";\nimport path from \"node:path\";\nimport { spawnSync } from \"node:child_process\";\nimport { fileURLToPath } from \"node:url\";\nimport { loadWechatExtendConfig, resolveAccount, loadCredentials } from \"./wechat-extend-config.ts\";\n\ninterface AccessTokenResponse {\n access_token?: string;\n errcode?: number;\n errmsg?: string;\n}\n\ninterface UploadResponse {\n media_id: string;\n url: string;\n errcode?: number;\n errmsg?: string;\n}\n\ninterface PublishResponse {\n media_id?: string;\n errcode?: number;\n errmsg?: string;\n}\n\ninterface ImageInfo {\n placeholder: string;\n localPath: string;\n originalPath: string;\n}\n\ninterface MarkdownRenderResult {\n title: string;\n author: string;\n summary: string;\n htmlPath: string;\n contentImages: ImageInfo[];\n}\n\ntype ArticleType = \"news\" | \"newspic\";\n\ninterface ArticleOptions {\n title: string;\n author?: string;\n digest?: string;\n content: string;\n thumbMediaId: string;\n articleType: ArticleType;\n imageMediaIds?: string[];\n needOpenComment?: number;\n\n[615 more lines in file. Use offset=51 to continue.]"}],"isError":false,"timestamp":1779333532292}} {"type":"message","id":"31a5a74e","parentId":"d6d912f4","timestamp":"2026-05-21T03:18:53.827Z","message":{"role":"assistant","content":[{"type":"text","text":"Good. Now let me run the WeChat publish first. Let me look at how the wechat-api.ts is used to understand the exact command."},{"type":"toolCall","id":"call_00_nSByYrUE0jCzAn7kYmB71143","name":"exec","arguments":{"command":"cd ~/.openclaw/agents/101/workspace/skills/baoyu-post-to-wechat/scripts && ls && cat wechat-api.ts | head -5 | tail -3"}}],"api":"openai-completions","provider":"deepseek","model":"deepseek-chat","usage":{"input":2134,"output":112,"cacheRead":14976,"cacheWrite":0,"totalTokens":17222,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1779333532293,"responseId":"b3fb5301-fd2b-4100-8234-32961e7eed42"}} {"type":"message","id":"29b55b61","parentId":"31a5a74e","timestamp":"2026-05-21T03:18:53.971Z","message":{"role":"toolResult","toolCallId":"call_00_nSByYrUE0jCzAn7kYmB71143","toolName":"exec","content":[{"type":"text","text":"bun.lock\ncdp.ts\ncheck-permissions.ts\ncopy-to-clipboard.ts\nmd-to-wechat.ts\nnode_modules\npackage.json\npackage-lock.json\npaste-from-clipboard.ts\nvendor\nwechat-agent-browser.ts\nwechat-api.ts\nwechat-article.ts\nwechat-browser.ts\nwechat-extend-config.ts\nimport { spawnSync } from \"node:child_process\";\nimport { fileURLToPath } from \"node:url\";\nimport { loadWechatExtendConfig, resolveAccount, loadCredentials } from \"./wechat-extend-config.ts\";"}],"details":{"status":"completed","exitCode":0,"durationMs":60,"aggregated":"bun.lock\ncdp.ts\ncheck-permissions.ts\ncopy-to-clipboard.ts\nmd-to-wechat.ts\nnode_modules\npackage.json\npackage-lock.json\npaste-from-clipboard.ts\nvendor\nwechat-agent-browser.ts\nwechat-api.ts\nwechat-article.ts\nwechat-browser.ts\nwechat-extend-config.ts\nimport { spawnSync } from \"node:child_process\";\nimport { fileURLToPath } from \"node:url\";\nimport { loadWechatExtendConfig, resolveAccount, loadCredentials } from \"./wechat-extend-config.ts\";","cwd":"/root/.openclaw/workspace/fabu"},"isError":false,"timestamp":1779333533971}} {"type":"message","id":"b8bd20ca","parentId":"29b55b61","timestamp":"2026-05-21T03:18:55.382Z","message":{"role":"assistant","content":[{"type":"text","text":"Now I see there's an `md-to-wechat.ts` file — let me check what it is and whether there's a simpler way to use the wechat-api.ts."},{"type":"toolCall","id":"call_00_lxCRZWqJVKA1BNAIOoCl9304","name":"read","arguments":{"path":"~/.openclaw/agents/101/workspace/skills/baoyu-post-to-wechat/scripts/md-to-wechat.ts"}}],"api":"openai-completions","provider":"deepseek","model":"deepseek-chat","usage":{"input":208,"output":107,"cacheRead":17152,"cacheWrite":0,"totalTokens":17467,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1779333533972,"responseId":"bc90e455-b244-4ebe-9af1-91110df83ada"}} {"type":"message","id":"56734350","parentId":"b8bd20ca","timestamp":"2026-05-21T03:18:55.473Z","message":{"role":"toolResult","toolCallId":"call_00_lxCRZWqJVKA1BNAIOoCl9304","toolName":"read","content":[{"type":"text","text":"import fs from \"node:fs\";\nimport os from \"node:os\";\nimport path from \"node:path\";\nimport process from \"node:process\";\n\nimport {\n extractSummaryFromBody,\n extractTitleFromMarkdown,\n parseFrontmatter,\n renderMarkdownDocument,\n replaceMarkdownImagesWithPlaceholders,\n resolveColorToken,\n resolveContentImages,\n serializeFrontmatter,\n stripWrappingQuotes,\n} from \"baoyu-md\";\n\ninterface ImageInfo {\n placeholder: string;\n localPath: string;\n originalPath: string;\n}\n\ninterface ParsedResult {\n title: string;\n author: string;\n summary: string;\n htmlPath: string;\n contentImages: ImageInfo[];\n}\n\nexport async function convertMarkdown(\n markdownPath: string,\n options?: { title?: string; theme?: string; color?: string; citeStatus?: boolean },\n): Promise一人公司,从想法到赚钱,其实没有那么难。
\\n