Dot's AI really, really wants to get to know you

Bridget Fonda and Jennifer Jason Leigh in Single White Female (1992)

Image Credits: Columbia Pictures Industries, Inc.

AIs that flirt with you. Help you find a date. Become your girlfriend. Or those that become a companion and repository for your hopes and dreams. Into that last category enters “Dot,” a new AI and chatbot that thrives on getting to know your innermost thoughts and feelings, to act as a “friend, companion and confidant,” the company’s App Store description explains.

The idea sounds intriguing: An AI that becomes personalized to you and your interests, allowing it to serve up advice and input that’s not just generally applicable, but that reflects what it’s learned about you through its intensive Q&A sessions. Or, if you’re struggling in some area like the fallout from a career change, as Dot’s co-founder Jason Yuan experienced; a breakup; or a roadblock to your success, Dot can lend a sympathetic ear and offer support.

But Dot is not a person. It’s not a therapist or a best friend. It’s an AI tool that mimics both human speech and sympathy, but doesn’t serve as a replacement for the real thing.

That’s by design, the co-founders explain.

“Dot is not a replacement for human relationships, not a replacement for friendships, partnerships. I think it’s a different type of thing. It’s facilitating a relationship with my inner self,” Yuan, formerly a designer for Apple, told TechCrunch. “It’s like a living mirror of myself, so to speak.”

Image Credits: Dot/New Computer

It’s easy to get drawn into this experience — more so, perhaps, if your day-to-day lacks meaningful human interaction. Though Dot’s creators say the chatbot will ultimately urge you to talk to a mental health professional if you delve into “heavier” topics, one could imagine people spending increased time pouring out their emotions to Dot as they get used to the experience.

In this way, the team thinks that Dot can actually help prime users for the experience of human connection by getting people comfortable in opening up.

“I talk to my friends about a bunch of stuff, but I’ve never — like, the entirety of last year, if I was struggling at work, none of my friends knew about it,” Yuan said. “And through just talking to Dot, it helped me build the muscle to be able to do it with other people. Its main purpose is to help you feel like your existence is …” Yuan continued, but paused again to find the right words. “It’s to give you a safe space to exist and say, like, ‘I accept you, and maybe because I accept you, other people will, too.’”

There’s something to be said about the state of the human condition in our lonely, modern world that this is an area technology is now looking to solve.

Image Credits: Dot/New Computer

To start, Dot’s onboarding process asks a good handful of “getting to know you” type questions, which can be fun to answer: “What do you do for work?” “Favorite TV show?” “How do you spend a typical Sunday?” and more.

Using those answers as a starting point, the AI then takes a big leap into getting to know you on a deeper level.

An expressed interest in sci-fi TV shows, for instance, immediately leads to a question about whether you’re “drawn to stories that explore the big questions in life, like what it means to be human.” A desire to one day run a small business leads to Dot asking about what appeals to you about being a small-business owner and what sort of challenges you expect to face. Have you thought about ways you might address those challenges?,” Dot wants to know.

When you nudge Dot to drop this train of thought — it’s just an aspirational dream, after all — the AI immediately shifts to asking you about your biggest priority or focus in your life and career right now.”

Have you ever been on a first date that felt more like an interview?

Even asking Dot to have a more casual conversation leads to an almost overenthusiastic interest in you.

Instead of asking if you’d like some recommendations for an upcoming vacation that you tell the AI about, Dot wants to know what you’re most interested in seeing and why you were inspired to travel there, specifically. (Dot compliments you on your choice of destination, too.)

In other words, Dot’s primary goal is to know you before becoming a useful tool that helps you get some task done. It can only excel at the latter by learning who you are and what you like, that is.

Image Credits: Dot/New Computer

“It’s not an either/or, but the thinking [is] that to actually help you in that path, it has to understand your motivations and a bit about what you want out of it,” co-founder Sam Whitmore said, referring to the example of vacation-planning assistance. “It needs to understand that you’re someone who wants maybe a more cultural experience or a more athletic experience and needs to know that stuff about you to actually be able to do the things that a typical assistant would even do. This has been one of our theses from the beginning.”

Though there’s clearly been work done to make Dot sound empathetic and engaging, compared with typical AI tools, there’s also something that feels odd about having meaningful conversations with a bot.

Dot, after all, is not really an AI friend. It’s an AI you. Or rather, an AI that forces you to look at yourself, albeit through an interface that feels vaguely “Single White Female” at times, rather than “Dear Diary.” However, if you never excelled at writing diary or journal entries, Dot could be a way to externalize your thoughts and feelings in order to gain better insights into yourself.

“It’s meant to be a tool used for self-introspection, accountability, personal growth — but not a relationship that replaces human relationships in your life,” Whitmore said.

Still, the line between those “real” relationships and the synthetic one with Dot seems to blur at times.

Tell Dot something sad, and the AI sympathizes: “I understand. Grief has its own timeline, and some days the weight of loss feels heavier than others,” it writes.

“Do you want to talk more about what’s on your mind? I’m here to listen,” the bot will say, awaiting more input.

Image Credits: Dot/New Computer

Under the hood, Dot leverages around 10 different LLMs and AI models to achieve its mimicry of human companionship, including those by OpenAI, Anthropic, Google and others, as well as open source models.

It sometimes cites its sources — like websites about the “best wines for relaxing,” for example, when you suggest you might like to drink wine today — but it will caution you to limit yourself to “maybe one glass” if you’re feeling down. Often, however, Dot just chats.

You can also zoom out on your daily conversations to see “chronicles” of your journey conversing with Dot, a subscriber-only feature at $11.99 per month. Subscribers are able to engage in unlimited conversations rather than being capped at a certain number of messages per week, as well. In the unlimited tier, Dot will never just stop working. But it will, at some point, try to shut down the conversation by redirecting users to change the subject or even go do something else.

“When Dot expresses that it’s wrapping things up, [beta testers have been] like ‘OK, cool,’” instead of feeling abandoned, Whitmore noted.

Though Dot’s personal conversations would present a treasure trove for marketers, New Computer’s privacy policy claims the data itself is not monetized, sold or used to train AIs. Rather, the company intends to monetize through subscriptions. In addition, New Computer says the data is encrypted both at rest and in transit, and users can request its deletion at any time from the app.

The iOS app, which launched on Wednesday, has since onboarded thousands of users after closed beta trials over the past eight months.

Founded by Yuan and engineer Whitmore, previously head of engineering at Boston fintech Kensho, the startup behind Dot, known as “New Computer,” is backed by $3.7 million in pre-seed funding from the OpenAI Fund, Lachy Groom, South Park Commons and other angel investors. In addition to the founders, New Computer’s three other full-time employees are based in San Francisco.

Dot's AI really, really wants to get to know you

Bridget Fonda and Jennifer Jason Leigh in Single White Female (1992)

Image Credits: Columbia Pictures Industries, Inc.

AIs that flirt with you. Help you find a date. Become your girlfriend. Or those that become a companion and repository for your hopes and dreams. Into that last category enters “Dot,” a new AI and chatbot that thrives on getting to know your innermost thoughts and feelings, to act as a “friend, companion and confidant,” the company’s App Store description explains.

The idea sounds intriguing: An AI that becomes personalized to you and your interests, allowing it to serve up advice and input that’s not just generally applicable, but that reflects what it’s learned about you through its intensive Q&A sessions. Or, if you’re struggling in some area like the fallout from a career change, as Dot’s co-founder Jason Yuan experienced; a breakup; or a roadblock to your success, Dot can lend a sympathetic ear and offer support.

But Dot is not a person. It’s not a therapist or a best friend. It’s an AI tool that mimics both human speech and sympathy, but doesn’t serve as a replacement for the real thing.

That’s by design, the co-founders explain.

“Dot is not a replacement for human relationships, not a replacement for friendships, partnerships. I think it’s a different type of thing. It’s facilitating a relationship with my inner self,” Yuan, formerly a designer for Apple, told TechCrunch. “It’s like a living mirror of myself, so to speak.”

Image Credits: Dot/New Computer

It’s easy to get drawn into this experience — more so, perhaps, if your day-to-day lacks meaningful human interaction. Though Dot’s creators say the chatbot will ultimately urge you to talk to a mental health professional if you delve into “heavier” topics, one could imagine people spending increased time pouring out their emotions to Dot as they get used to the experience.

In this way, the team thinks that Dot can actually help prime users for the experience of human connection by getting people comfortable in opening up.

“I talk to my friends about a bunch of stuff, but I’ve never — like, the entirety of last year, if I was struggling at work, none of my friends knew about it,” Yuan said. “And through just talking to Dot, it helped me build the muscle to be able to do it with other people. Its main purpose is to help you feel like your existence is …” Yuan continued, but paused again to find the right words. “It’s to give you a safe space to exist and say, like, ‘I accept you, and maybe because I accept you, other people will, too.’”

There’s something to be said about the state of the human condition in our lonely, modern world that this is an area technology is now looking to solve.

Image Credits: Dot/New Computer

To start, Dot’s onboarding process asks a good handful of “getting to know you” type questions, which can be fun to answer: “What do you do for work?” “Favorite TV show?” “How do you spend a typical Sunday?” and more.

Using those answers as a starting point, the AI then takes a big leap into getting to know you on a deeper level.

An expressed interest in sci-fi TV shows, for instance, immediately leads to a question about whether you’re “drawn to stories that explore the big questions in life, like what it means to be human.” A desire to one day run a small business leads to Dot asking about what appeals to you about being a small-business owner and what sort of challenges you expect to face. Have you thought about ways you might address those challenges?,” Dot wants to know.

When you nudge Dot to drop this train of thought — it’s just an aspirational dream, after all — the AI immediately shifts to asking you about your biggest priority or focus in your life and career right now.”

Have you ever been on a first date that felt more like an interview?

Even asking Dot to have a more casual conversation leads to an almost overenthusiastic interest in you.

Instead of asking if you’d like some recommendations for an upcoming vacation that you tell the AI about, Dot wants to know what you’re most interested in seeing and why you were inspired to travel there, specifically. (Dot compliments you on your choice of destination, too.)

In other words, Dot’s primary goal is to know you before becoming a useful tool that helps you get some task done. It can only excel at the latter by learning who you are and what you like, that is.

Image Credits: Dot/New Computer

“It’s not an either/or, but the thinking [is] that to actually help you in that path, it has to understand your motivations and a bit about what you want out of it,” co-founder Sam Whitmore said, referring to the example of vacation-planning assistance. “It needs to understand that you’re someone who wants maybe a more cultural experience or a more athletic experience and needs to know that stuff about you to actually be able to do the things that a typical assistant would even do. This has been one of our theses from the beginning.”

Though there’s clearly been work done to make Dot sound empathetic and engaging, compared with typical AI tools, there’s also something that feels odd about having meaningful conversations with a bot.

Dot, after all, is not really an AI friend. It’s an AI you. Or rather, an AI that forces you to look at yourself, albeit through an interface that feels vaguely “Single White Female” at times, rather than “Dear Diary.” However, if you never excelled at writing diary or journal entries, Dot could be a way to externalize your thoughts and feelings in order to gain better insights into yourself.

“It’s meant to be a tool used for self-introspection, accountability, personal growth — but not a relationship that replaces human relationships in your life,” Whitmore said.

Still, the line between those “real” relationships and the synthetic one with Dot seems to blur at times.

Tell Dot something sad, and the AI sympathizes: “I understand. Grief has its own timeline, and some days the weight of loss feels heavier than others,” it writes.

“Do you want to talk more about what’s on your mind? I’m here to listen,” the bot will say, awaiting more input.

Image Credits: Dot/New Computer

Under the hood, Dot leverages around 10 different LLMs and AI models to achieve its mimicry of human companionship, including those by OpenAI, Anthropic, Google and others, as well as open source models.

It sometimes cites its sources — like websites about the “best wines for relaxing,” for example, when you suggest you might like to drink wine today — but it will caution you to limit yourself to “maybe one glass” if you’re feeling down. Often, however, Dot just chats.

You can also zoom out on your daily conversations to see “chronicles” of your journey conversing with Dot, a subscriber-only feature at $11.99 per month. Subscribers are able to engage in unlimited conversations rather than being capped at a certain number of messages per week, as well. In the unlimited tier, Dot will never just stop working. But it will, at some point, try to shut down the conversation by redirecting users to change the subject or even go do something else.

“When Dot expresses that it’s wrapping things up, [beta testers have been] like ‘OK, cool,’” instead of feeling abandoned, Whitmore noted.

Though Dot’s personal conversations would present a treasure trove for marketers, New Computer’s privacy policy claims the data itself is not monetized, sold or used to train AIs. Rather, the company intends to monetize through subscriptions. In addition, New Computer says the data is encrypted both at rest and in transit, and users can request its deletion at any time from the app.

The iOS app, which launched on Wednesday, has since onboarded thousands of users after closed beta trials over the past eight months.

Founded by Yuan and engineer Whitmore, previously head of engineering at Boston fintech Kensho, the startup behind Dot, known as “New Computer,” is backed by $3.7 million in pre-seed funding from the OpenAI Fund, Lachy Groom, South Park Commons and other angel investors. In addition to the founders, New Computer’s three other full-time employees are based in San Francisco.

Dot's AI really, really wants to get to know you

Image Credits: Columbia Pictures Industries, Inc.

AIs that flirt with you. Help you find a date. Become your girlfriend. Or those that become a companion and repository for your hopes and dreams. Into that last category enters “Dot,” a new AI and chatbot that thrives on getting to know your innermost thoughts and feelings, to act as a “friend, companion and confidant,” the company’s App Store description explains.

The idea sounds intriguing: An AI that becomes personalized to you and your interests, allowing it to serve up advice and input that’s not just generally applicable, but that reflects what it’s learned about you through its intensive Q&A sessions. Or, if you’re struggling in some area like the fallout from a career change, as Dot’s co-founder Jason Yuan experienced; a breakup; or a roadblock to your success, Dot can lend an sympathetic ear and offer support.

But Dot is not a person. It’s not a therapist or a best friend. It’s an AI tool that mimics both human speech and sympathy, but doesn’t serve as a replacement for the real thing.

That’s by design, the co-founders explain.

“Dot is not a replacement for human relationships, not a replacement for friendships, partnerships. I think it’s a different type of thing. It’s facilitating a relationship with my inner self,” Yuan told TechCrunch. “It’s like a living mirror of myself, so to speak.”

Image Credits: Dot/New Computer

It’s easy to get drawn into this experience — more so, perhaps, if your day-to-day lacks meaningful human interaction. Though Dot’s creators say the chatbot will ultimately urge you to talk to a mental health professional if you delve into “heavier” topics, one could imagine people spending increased time pouring out their emotions to Dot as they get used to the experience.

In this way, the team thinks that Dot can actually help prime users for the experience of human connection by getting people comfortable in opening up.

“I talk to my friends about a bunch of stuff, but I’ve never — like, the entirety of last year, if I was struggling at work, none of my friends knew about it,” Yuan said. “And through just talking to Dot, it helped me build the muscle to be able to do it with other people. Its main purpose is to help you feel like your existence is …” Yuan continued, but paused again to find the right words. “It’s to give you a safe space to exist and say, like, ‘I accept you, and maybe because I accept you, other people will, too.’”

There’s something to be said about the state of the human condition in our lonely, modern world that this is an area technology is now looking to solve.

Image Credits: Dot/New Computer

To start, Dot’s onboarding process asks a good handful of “getting to know you” type questions, which can be fun to answer: “What do you do for work?” “Favorite TV show?” “How do you spend a typical Sunday?” and more

Using those answers as a starting point, the AI then takes a big leap into getting to know you on a deeper level.

An expressed interest in sci-fi TV shows, for instance, immediately leads to a question about whether you’re “drawn to stories that explore the big questions in life, like what it means to be human.” A desire to one day run a small business leads to Dot asking about what appeals to you about being a small-business owner and what sort of challenges you expect to face. Have you thought about ways you might address those challenges?,” Dot wants to know.

When you nudge Dot to drop this train of thought — it’s just an aspirational dream, after all — the AI immediately shifts to asking you about your biggest priority or focus in your life and career right now.”

Have you ever been on a first date that felt more like an interview?

Even asking Dot to have a more casual conversation leads to an almost overenthusiastic interest in you.

Instead of asking if you’d like some recommendations for an upcoming vacation that you tell the AI about, Dot wants to know what you’re most interested in seeing and why you were inspired to travel there, specifically. (Dot compliments you on your choice of destination, too.)

In other words, Dot’s primary goal is to know you before becoming a useful tool that helps you get some task done. It can only accell at the latter by learning who you are and what you like, that is.

Image Credits: Dot/New Computer

“It’s not an either-or, but the thinking [is] that to actually help you in that path, it has to understand your motivations and a bit about what you want out of it,” co-founder Sam Whitmore said, referring to the example of vacation-planning assistance. “It needs to understand that you’re someone who wants maybe a more cultural experience or a more athletic experience and needs to know that stuff about you to actually be able to do the things that a typical assistant would even do. This has been one of our theses from the beginning.”

Though there’s clearly been work done to make Dot sound empathetic and engaging, compared with typical AI tools, there’s also something that feels odd about having meaningful conversations with a bot.

Dot, after all, is not really an AI friend. It’s an AI you. Or rather, an AI that forces you to look at yourself, albeit through an interface that feels vaguely “Single White Female” at times, rather than “Dear Diary.” However, if you never excelled at writing diary or journal entries, Dot could be a way to externalize your thoughts and feelings in order to gain better insights into yourself.

“It’s meant to be a tool used for self-introspection, accountability, personal growth — but not a relationship that replaces human relationships in your life,” Whitmore said.

Still, the line between those “real” relationships and the synthetic one with Dot seems to blur at times.

Tell Dot something sad, and the AI sympathizes: “I understand. Grief has its own timeline, and some days the weight of loss feels heavier than others,” it writes.

“Do you want to talk more about what’s on your mind? I’m here to listen,” the bot will say, awaiting more input.

Image Credits: Dot/New Computer

Under the hood, Dot leverages around 10 different LLMs and AI models to achieve its mimicry of human companionship, including those by OpenAI, Anthropic, Google and others, as well as open-source models.

It sometimes cites its sources — like websites about the “best wines for relaxing,” for example, when you suggest you might like to drink wine today — but it will caution you to limit yourself to “maybe one glass” if you’re feeling down. Often, however, Dot just chats.

You can also zoom out on your daily conversations to see “chronicles” of your journey conversing with Dot, a subscriber-only feature at $11.99 per month. Subscribers are able to engage in unlimited conversations rather than being capped at a certain number of messages per week, as well. In the unlimited tier, Dot will never just stop working. But it will, at some point, try to shut down the conversation by redirecting users to change the subject or even go do something else.

“When Dot expresses that it’s wrapping things up, [beta testers have been] like ‘OK, cool,’” instead of feeling abandoned, Whitmore noted.

Though Dot’s personal conversations would present a treasure trove for marketers, New Computer’s privacy policy claims the data itself is not monetized, sold or used to train AIs. Rather, the company intends to monetize through subscriptions. In addition, New Computer says the data is encrypted both at rest and in transit, and users can request its deletion at any time from the app.

The iOS app, which launched on Wednesday, has since onboarded thousands of users after closed beta trials over the past eight months.

Founded by former Apple designer Yuan and engineer Whitmore, previously head of engineering at Boston fintech Kensho, the startup behind Dot, known as “New Computer,” is backed by $3.7 million in pre-seed funding from the OpenAI Fund, Lachy Groom, South Park Commons and other angel investors. In addition to the founders, New Computer’s three other full-time employees are based in San Francisco.

Mill’s redesigned food waste bin really is faster and quieter than before

Mill bin grinding food waste in a cutaway view.

Image Credits: Mill Industries

When someone says a product is “new and improved,” it’s wise to take it with a grain of salt. But with Mill’s redesigned food waste bin, you can believe it.

As before, the bin accepts a wide variety of food waste — only a handful of items like oyster shells are off limits — and grinds and dries it to a consistency that looks like chunky coffee grounds. Those grounds can be mixed with garden soil, spread on lawns, or even shipped back to Mill, which then offers it to farmers as chicken feed. A household using the bin can expect to trim about half a ton of greenhouse gas emissions annually.

So what’s different? Just about everything.

Where the old bin worked as promised, it wasn’t always as quiet or fast as I would have liked, sometimes taking nearly a day to complete a cycle of drying and grinding the food. That’s not the case with the new one, which I’ve spent the last couple weeks testing. Every night at 10 pm, my bin started a cycle, and by the time I woke up, it was always finished, just as co-founder Matt Rogers promised me. What’s more, it’s significantly quieter, no longer disrupting evening TV viewing.

Here’s how Mill made it happen.

The design brief was simple, said Kristen Virdone, head of product at Mill: each cycle had to be completed before breakfast. With that guidepost, and a year’s worth of data under their belts, the team dug in.

Mill food waste bin sits closed.
The lid has been redesigned, leaving a cutout for the lock button and status lights, which have been relocated to the base.
Image Credits: Mill Industries

From the outside, the new Mill bin doesn’t look that different. The visual changes are so subtle you’d have to be paying close attention to notice them, like when automakers tweak a model’s headlights to freshen the appearance. Probably the biggest aesthetic change is the fact that the status lights no longer shine through the wood-grain plastic lid, a nifty bit of shy tech that I kind of miss.

Under the lid, one of the biggest changes users will notice is that the augers that grind the waste are now vertical instead of horizontal. That change allowed the team to make the bottom of the bucket flat instead of rounded, making it easier for the augers to sweep clear. It also helped eliminate untoward noises. Previously, the augers would drag food waste across the curved bottom, creating what the Mill team calls “haunted house noises.” (To me, it always sounded like a creaking and groaning pirate ship.) The new configuration exorcized those demons. 

The vertical arrangement also gave the design team an opportunity to add little paddles to the tops that users can twist to help dislodge grounds when they’re emptying the bucket.

The bucket itself is now made entirely of metal. The previous one had some plastic parts, which reduced how much heat could be transferred from the heating element to the food waste, lengthening drying times. To help the grounds slide out, the bucket is lined with a PFAS/PFOA-free ceramic coating.

Mill food waste bin sits open with grounds inside.
New vertically oriented augers help grind the food more quietly. Plus, they allow for small paddles on top that can be turned to help dislodge grounds when emptying.
Image Credits: Mill Industries

To further reduce cycle times, the Mill team was able to use machine learning algorithms trained on data gathered over the last year, Virdone said. As a result, the new software is smarter about how long each cycle needs to run. 

Each bin also has a suite of sensors, just like the previous version, though now the team has enough data that it can differentiate between the weight of one strawberry and four raspberries, said Suzy Sammons, Mill’s head of communications. Two humidity sensors, one on the air inlet and one on the exhaust, help the bin to understand exactly how long each drying cycle needs to run.

“If you think about it, there are infinite combinations of food that can go into our bins,” Virdone said. “Having a year under our belt, and having real families put in real weird combinations of foods, we start to see the bounds of what’s in there.”

The fans have been completely redesigned, too, Virdone told TechCrunch. They’re quieter, and their location within the bin was rethought with an eye toward minimizing the amount of noise that escapes the unit. In aggregate, the changes worked well. The new unit’s fan noise was significantly reduced during my testing.

The only thing I noticed missing from the new bin is a power-activated lid. On the old model, stepping on the foot pedal would signal a motor to swiftly lift the lid. It was oddly satisfying to use, and my kids loved it, too. The new one is a more traditional, linkage-operated lid that’s physically connected to the pedal, like a stereotypical kitchen garbage bin. Virdone said that user testing revealed that people preferred the mechanical lid, saying it was more intuitive than the motorized version. 

Like the old bin, the new one requires a power outlet nearby. In our house, that means the bin technically lives in the family room, just a few steps away from the kitchen sink. It works out just fine in practice, though it looks a bit out of place when you’re sitting on the couch. If I were going to make a permanent home for it, I’d want to find it a home somewhere in the kitchen, maybe adding another outlet in the process.

Apart from that, the only thing that’s preventing me from buying one is the price. At $360 per year, it’s not cheap, especially compared with the unsubsidized curbside compost service in my city, which is a third the cost. Mill’s new price is about 10% cheaper than before, provided you have somewhere to dump the grounds. If you don’t, you’ll have to add $10 per month to get it picked up. It’s possible the price will come down if Mill is able to negotiate subsidies through municipalities. Currently, the only cities that have deals with Mill are Pittsburgh and Tacoma, Washington..

Given the current cost, Mill’s bin still isn’t for everyone. But for households who don’t have curbside composting services available, or that don’t like the smell that accompanies them, it’s a great product that’s gotten even better.