OpenAI Dots 真实工作流演示:从出差行程规划到用户反馈闭环 Best Partners TV 2026-10-02

OpenAI Dots 真实工作流演示:从出差行程规划到用户反馈闭环

6 节

演示背景与日常任务

演讲者: 昨天的发布会演示没有按原计划进行,这确实有点令人遗憾,因为我之前非常期待向大家展示 Dots 究竟具备怎样的能力。所以今天我们要重新回放整个过程。昨天演示的核心目的,就是向大家展示 Dots 如何被用于处理真实的工作、真实的发布以及实际的事务。Dots 实际上已经正式上线了,而且我手头确实有一大堆事情要处理,所以我们今天就在这里向大家展示——完全不加修饰、不加过滤地展示我平时是如何使用我的 Dot 的。就从那一通电话开始,也就是给 Dot 打的那通“臭名昭著”的电话。我明天需要去洛杉矶,这是个临时决定的紧急行程。我要看看我的 Dot 能不能帮我搞定一堆繁杂琐事,因为这件事情确实让我有点焦头烂额。

英文原文

Presenter: Yesterday's launch demo didn't go as planned. A bit unfortunate because I was really, really looking forward to showing you all what Dots are capable of. So today we're gonna play it back, and the whole point of the demo was to show you how Dots can be used for real work, real launches, real stuff. Dots actually did launch, and I actually do have a lot of stuff to do, so we're just gonna show you it here, unfettered, unfiltered, how I use my Dot. Starting with the phone call, the the infamous phone call to Dot. I need to go to LA tomorrow. It's kind of a last minute thing. I'm gonna see if my Dot can just like unblock a bunch of stuff for me because I'm a bit stressed out about it.

Dot: 嗨,很高兴听到你的声音。有什么事吗?

英文原文

Dot: Hey, good to hear from you. What's up?

规划洛杉矶出差行程

演讲者: 嗨。是这样,明天我在洛杉矶有一个重要会议,大概下午 3 点前需要赶到好莱坞。你能帮我规划一下吗?我想我最晚从办公室出发的时间大概是上午 10 点。你能帮我订一张符合公司差旅政策的机票吗?而且必须是全额可退款的。另外,再帮我在东洛杉矶附近找几家备选酒店,我希望能看到这些酒店的截图以便挑选,还要有它们在 Google Maps 上的位置截图,这样我也能看看在那边的时候能不能顺便找朋友聚聚。

英文原文

Presenter: Hi. Okay, so tomorrow I have an important meeting in LA. I need to be in Hollywood around like 3 p.m. Can you figure out, then? I think the latest I can leave the office is probably 10 a.m. Can you get me a flight that's like on policy and everything for the company, and then also some, it's got to be refundable, and also some hotel options in like East LA, and I want to see screenshots of them so I can choose, and also screenshots of like where they are on like Google Maps, you know, so I can see if I can hang out with anybody while I'm there.

Dot: 好的,没问题。让我来为你安排这些。

英文原文

Dot: Okay. Yeah. Let me align that up for you.

演讲者: 太棒了,谢谢你。

英文原文

Presenter: Awesome. Thank you.

Dot: 好的,我会确保机票既符合公司政策,又是全额可退的。

英文原文

Dot: Yeah. And I'll make sure the flight is both in policy and refundable.

演讲者: 好的,太酷了。目前排名靠前的最佳选项都有哪些?

英文原文

Presenter: Okay. Cool. What are the top options looking like right now?

Dot: 我正在汇总整理。我之前看到的首选航班是西南航空(Southwest),上午 11:30 起飞,中午 12:55 降落,可退款票价大概在 326 美元左右。我还需要核对最终结算总额以及是否符合公司差旅政策。

英文原文

Dot: Pulling that together now. So the leading flight I saw earlier was Southwest at 11:30, landing at 12:55, refundable around 3:26. I still need to verify the checkout total and policy.

演讲者: 好的。

英文原文

Presenter: Okay.

Dot: 酒店方面,Silver Lake Pool & Inn 看起来最符合你的偏好和周边氛围,而 Cara Hotel 是另一个主要备选,地理位置更靠近好莱坞。

英文原文

Dot: Hotels, Silver Lake Pool and Inn looks like the best Arwan fit, and Kara is the other front runner, closer to Hollywood.

演讲者: 好的。如果我下午 1 点降落,你觉得我能在 3 点前赶到东好莱坞吗?我不太清楚洛杉矶现在的路况堵不堵。

英文原文

Presenter: Okay. If I land at one, do you think I can get to East Hollywood by three? I don't know what LA traffic is like.

Dot: 让我来查一下路况。

英文原文

Dot: Let me check that.

演讲者: 好的。顺便把那些酒店的截图发给我,我想看下实拍图片。

英文原文

Presenter: Okay. And send me screenshots of those hotels. I want to look at pictures.

Dot: 如果航班准点且你落地后直接出发,从 LAX(洛杉矶国际机场)出站大约需要预留 30 到 45 分钟,之后的地面车程大概需要 45 到 75 分钟。如果算上常规的网约车等候时间,如果你能在中午 12 点左右落地,时间上会稳妥得多。

英文原文

Dot: Probably if the flight's on time and you head straight over, I'd roughly budget 30 to 45 minutes to get out of LAX, and then maybe 45 to 75 for the drive. And regular ride shares mean getting to LAX. It. I'd feel better about it if you landed closer to noon.

演讲者: 好的,明白了。

英文原文

Presenter: Okay. Yeah.

Dot: 我正在截取那些酒店的图片。

英文原文

Dot: I'm grabbing those screenshots.

航班与酒店方案确认

演讲者: 对,对。那就帮我选中午左右到达的航班吧。

英文原文

Presenter: Yeah, yeah. Let's get me in closer to noon then.

Dot: 好的,我会根据这个时间要求重新检索。

英文原文

Dot: Okay. I'll recheck with that in mind.

演讲者: 好的。趁我在这里静音的功夫,我最喜欢做的事情之一就是查看我的 Dot 的后台浏览器界面。

英文原文

Presenter: All right. One of my favorite things to do, just while I'm muted here, is to take a look at my Dots browser.

Dot: 另外,我之前看到的西南航空更早的一班是上午 11:20 降落,这能给你留出更充裕的缓冲时间。我正在确认这个班次是否还有符合公司政策的可退改票价,同时我会把酒店照片和地图直接发送到聊天窗口中,方便你对比查看。

英文原文

Dot: Also, that earlier Southwest option I'd seen landed at 11:20, which would give you a nicer buffer. I'm checking if it's still available with an in policy refundable fare, and I'll send the hotel photos and maps in chat so you can look at both.

演讲者: 哇,太酷了。嗯,Silver Lake Pool & Inn 看起来挺有意思的。我也挺喜欢 Cara。我是不是静音了?不好意思。行,我们就订 Silver Lake Pool & Inn 吧。

英文原文

Presenter: Whoa. Okay. Cool. Um, Silver Lake Pool and Inn looks fun. I like Kara too. Am I muted? Sorry. Okay. Let's just do Silver Lake Pool and Inn.

Dot: 好的,已锁定 Silver Lake。我将准备一晚的预订,并核实最终总价和退订条款。

英文原文

Dot: Okay. Locking onto Silver Lake. I'll prepare a one night booking and verify the full price and cancellation terms.

建立用户反馈闭环

演讲者: 好的,太棒了,谢谢你。在你在后台处理预订的同时,还有另外一些事情。我们的用户反馈频道里现在堆积了大量的信息,我觉得如果我们能有一套更具体的工作流来捕获和梳理这一切,感觉会踏实很多。我想我最核心需要了解的是:用户反馈中最主要的共性主题是什么?对于那些最紧迫的问题,我们是否已经有了解决方案?如果没有,目前还有哪些突出的问题是大家都还没有给予足够重视的?你能帮我整理出这样一份分析吗?

英文原文

Presenter: Okay. Great. Thank you. Um, hey, while you're doing that, some other stuff. Um, our user feedback channel just has so much stuff going on in it, and I know. Uh, I think I would feel better if we just had a more kind of concrete workflow to capture all of that. Um, I think the biggest things I just need to know are like, what are the biggest themes of feedback, and do we have like solutions to the most pressing issues, and if not, what are the outstanding things that maybe none of us are paying enough attention to? Can you maybe like pull together that analysis?

Dot: 好的,我已经在处理了。我们之前的仪表盘只包含了基线数据,所以我会梳理出核心主题、现有修复方案以及尚未解决的缺口,并将这个捕获工作流具体化落实。

英文原文

Dot: Yeah, I'm on it. The last dashboard we had was baseline only, so I'll pull together the main themes, fixes, and gaps, and make the capture workflow concrete.

演讲者: 好。那我们目前的捕获流程到底是怎么样的?对,让我们把这一点明确下来,现在的捕获工作流是什么?

英文原文

Presenter: Okay. What is our capture workflow right now? Right. Let's make that explicit. What is the capture workflow?

Dot: 正在核查。目前这套流程是基于新频道的人工批处理:我们人工阅读频道的报告与回复,将每个条目汇总到主列表中进行分类与聚合,然后将实际问题关联到经过验证的 Linear 工单上。我们还会将工单与对应的 PR(代码合并请求)进行匹配,追踪正在推进中、已发布或已重新测试的修复方案。仪表盘负责汇总展示这些工作进展,但它目前不会自动捕获新消息,工单对齐也尚未完全完成。

英文原文

Dot: Checking. Right now, it's a manual new channel batch. We read the channel reports and replies, put each item in the master list, classify and group it, and then link actual issues to verified linear tickets. We also match tickets to PRs and track fixes in flight, shipped or retested. The dashboard summarizes that work. It doesn't auto capture new messages. That's fine. And ticket reconciliation is still incomplete.

演讲者: 挺好。我觉得目前人工运转这套反馈流程是可以接受的。不过我更希望确保两件事:第一,我们必须清楚哪些大问题是我们目前还没有有效解决方案的;第二,当某个 PR 合并上线并且预期能解决用户反馈中的某个核心主题时,你能真正进入 Slack 进行回复,附带上该 PR 的链接,告诉用户可以再尝试一下。

英文原文

Presenter: Cool. Yeah. I I think it's fine for us to run the feedback manually. Um, I guess the bigger thing I want to make sure of is that we understand what kind of large issues that we don't have uh solutions for right now, and then that B when a PR lands and we expect it to have addressed some big theme of user feedback that we actually go into Slack and have you respond and link out to the PR and like, you know, tell the user to try again.

Dot: 明白,未决缺口与回访闭环的逻辑很清晰。我会按“缺乏可靠修复方案的最大问题”进行排序,随后通过附带 PR 链接的回复建立闭环,邀请用户重新测试。

英文原文

Dot: Got it. That gap and reply loop is clear. I'll sort for biggest issues without a credible fix, and then close the loop with PR-linked replies asking people to retry.

演讲者: 很好。那么接下来……对,重新测试确认的是什么?你先说。

英文原文

Presenter: Awesome. Okay. And then let's just um. Yeah. What's the and the retest confirms the retest. Go ahead.

Dot: 没事,你先请。重新测试正是确认我们是否真正完成闭环的关键环节,而这恰恰是之前执行不够一致的部分。我会将缺乏修复方案的主题列为优先级,并在相关线程中跟进附带 PR 链接,一旦新功能向用户推送就邀请大家重新测试。

英文原文

Dot: No, you go. The retest is what confirms we actually close the loop. That's the part that's been inconsistent. I'll make the no fix themes a priority and follow up in threads with the PR link asking folks to try again once it's rolled out to them.

梳理核心可靠性问题

演讲者: 好的,这完全合乎逻辑。那么,单就过去 24 小时来看,最集中的反馈主题是什么?

英文原文

Presenter: Okay. Yeah. That makes sense. Um, what's maybe the biggest theme right now, just in the last 24 hours?

Dot: 最明确的问题集中在可靠性(reliability)上。当 Dot 表面看起来处于活跃状态却未作回复,或者无法调用工具时,用户会感到困惑。在正式确认这是反馈总量中最大的一项之前,我正在核对完整的排序数据。目前我得出的最强烈判断是:用户无法准确判断他们的 Dot 是否真正在正常工作。这涵盖了无响应、工具访问失败以及任务进展不透明等情况,其中一部分是真正的系统故障,另一部分则是状态可见性问题。

英文原文

Dot: The clearest issue looks like reliability. When a dot looks active but doesn't reply or can't access tools, I'm checking the full ranking before I call that the largest by volume. My strongest read so far is people can't tell whether their dot is actually working. That includes missing replies, tool access failures, and unclear progress. Some real, some visibility.

演讲者: 好。其实,德鲁(Drew),你能把镜头拉近聚焦到这里一下吗?我只是想让大家看一下当它在检索代码仓库时,顶部显示的这个非常可爱的小圆点动画。非常可爱。好的,太棒了,这完全说得通。

英文原文

Presenter: Okay. Actually, Drew, can you focus in on this for a second? I just want folks to see the really cute dot animation up here as it's searching for repositories. Very cute. Okay. Awesome. Yeah, that makes sense.

总结与产品协同规划

演讲者: 然后,还有最后一件事。我知道最近在市场推广(GTM)方面有大量的动态,大家很想知道 Dots 和我们发布的其他产品之间的关系,比如 ChatGPT,以及在 Slack 和 Teams 中的集成定位。你能帮我整理出我未回复的 Slack 重点消息,并为我草拟一份回复内容吗?

英文原文

Presenter: And then, hey, lastly, um, I know there's just been a ton of uh go-to market movement. Folks are wondering about the relationship between Dots and some of the other things we launched, like ChatGPT and Slack and Teams. Um, can you maybe pull together the top unanswered Slack messages I have and just uh maybe draft a response for me?

Dot: 让我来为你整理这些内容。

英文原文

Dot: Let me get that together for you.

演讲者: 好的,非常感谢。这真的太棒了。它现在还在后台帮我订机票;酒店已经找到了,我很喜欢发来的这些图片并选了其中一家;同时它清楚我们正在落地的反馈流程,正在按优先级梳理我接下来需要处理的核心事项。它现在正在给我发消息,告诉我用户反馈中最核心的类别是什么。看来目前最核心的就是可靠性问题,这也是我们正在全力解决的;另外还有一些针对移动端和通知机制需要做的用户体验打磨(UX polish)。你知道吗?我接下来就直接跟它说重新跑一遍这个反馈流程,我们再看看后续的效果。

英文原文

Presenter: Okay. Thank you. Um, that was actually really awesome. It's uh still booking my flight. It found the hotel. I like these pictures. I picked one of them. Um, and it uh you know knows about the feedback flow that we are implementing, and it's gonna go, you know, prioritize my latest um things that I need to go work on. It's messaging me now um about what the top categories of feedback are. Looks like it is reliability, which we're working on, um, and some like UX polish that we need to do around mobile and notifications. And then you know what? I'm actually just gonna say like run the feedback flow again, and we'll see.

文中提及的人物和组织

公司/组织: OpenAI

产品/模型: Dots