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软件或已具主体意识:若软件始能自协,将何如?
Astha Singh · 2026-05-25 · via DEV Community

吾之思也,关于谷歌IO二零二六,及由AI聊天机器人转向协同软件工作流之变.

此乃吾之投于谷歌IO写作之挑战者也.

初吾以为,谷歌IO二零二六,不过欲于AI聊天机器人之上更进.

继而吾觉,谷歌或实欲重构软件工作流之自运也.

诚然,彼悟于心,久萦于怀,虽讲席已散。

由聊天机器人转向工作流协调之变

初时,公告似散沙然。

• 反重力
• 金星闪
• WebMCP
• AI Studio导出
• 预约之代理者
• Chrome DevTools for AI workflows

几若重历“AI遍地”之境。

然观开发者会话愈多,则诸事始相联矣。

今之AI工具,犹循此道也。

人问,AI应,人复其事,如是循环。

纵有ChatGPT、Claude、Gemini、Cursor、AI Studio之强器,犹待人力于每步之间。

然Google I/O之示,似有根本之异。

非惟“善答”而已。

乃若软件系统,潜相协契,共成其事。

譬如:

• 一司事撰前端之码
• 另有者以Chrome DevTools检视无障碍问题
• 更新文檔
• 另有者,监察日志与部署之状
• 另有者,夜半行时序之试

不须亲手动接诸器,而法度自流,人惟监之、察之、导之而已。

设想一流程,其状若此:

• 文件分析来者之虫报
• 防地心吸之器旋起试验纠谬之务
• Chrome开工之器察前端之弊
• AI工坊出更新内务之章
• 定时之器夜继回溯之试

各自而观,若别离之智术。

然合之,始若为相衔之工流基构。

彼渐不似对谈之器,反若协力之软,并运乎同轨。

是时,吾始异视其公告矣。

倏尔,反重力之术、预定代理、WebMCP、AI Studio之输出、代理之浏览器工具等,不复似偶然矣。

彼等始觉若同班之众矣。

软件渐趋知其代理。

或可此亦易应用之变也

今时,众应用仍多依人手启屏、填表、点按、循序导流而设。

然若人工智能之器始通协诸工,则诸应用或渐化为此众能之集,他器可直解而交焉。

非惟人启之界面——
亦乃设为参于广自动化之工者。

诚然,吾或过誉之,犹信此等演示,须经世验而后人盲热称颂。

然其作业之貌,则异焉:

背景协理,恒久任事,诸器共享境,系统虽人暂离而续行。

此感甚于“更优提示”之谓。

吾犹在学而构作,此变也,令人欣然,亦稍感周章.

曩者数载,构软件者,常开廿页,抄Stack Overflow之解,手自排错,复为设置之务,历数时辰.

今则工流渐成:

述系统之状→使者协务→人阅而导之

此令开发者升格一层。

勿:

制作者 → 更替

更似:

制器者 → 统御诸器

硅谷之外之真实影响

吾以为,硅谷之外,言此之可能者,未足矣。

吾自印度来,虽至简之数字之事,犹或疲矣:

官署之门,文书之验,银行之牍,一次性密码之制,PDF之载——微瑕一现,则全程必复始。

今时,人力独持诸离析之系。

故观I/O之际,吾恒思之。

软件始能记忆流程之境于众系统,不复强令用户屡屡亲理微步乎?

或系统将始:

• 于提交前即摄上传之谬
• 自觉察缺项
• 调协诸务之验
• 背景中持续重复之流程
• 以更智巧之道助人循复繁复之程

非以易人,乃以减其周遭之复调劳作。

许是此故,故 WebMCP 此类协议亦觉其要。

WebMCP者何?

WebMCP(Web Model Context Protocol)乃新出之想,旨在使网站与应用不仅为人类所理解,亦能为AI代理所理解,以协调诸工具间之任务与工作流。

终将,网域与应用或需显其流程,俾自动化之系得解,非徒人手动点触界面而已。

是故,此变汝之思于应用也,全然矣。

兴味、谨慎,及至大变局

同时,吾亦知其所以然,何故有开发者心存审慎。

诸般器具,渐与宏阔生态紧密相连。

或有功能,其价或昂。
或有流程,增平台之倚。
夫此诸系统日臻自主,则关乎隐私、信义、权柄及平台之控者,其重益彰.

是故吾不谓将来独“人工智能可解万般”。

然吾信Google I/O 2026所示,实有要义:

软件或渐化于静滞之器,为协契之系.

且诚然…

此感既令人兴奋,复稍觉奇异,亦稍显纷繁,然又极富魅力。


吾好奇诸开发者之见。

君以为,具主体意识之软件之构想,令人心潮澎湃,抑或稍感不适乎?

君见此为诚然之用,抑或徒增AI之虚名乎?


引文&会话

吾之此思,主因观Google I/O 2026之官方演讲及开发者会議而得:

披露:吾以AI工具助写作、编辑、润色此帖之部分,而意、见、析仍属吾自。