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2022-12-15. AI Anxiety
Episode 715th December 2022 • Aboard Podcast • Aboard
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Rich has been a Customer Success Manager Level IV for Salesforce for 13 years—and he's panicking. He heard a cable bill got renegotiated by a robot and now he's convinced the robots are coming for his job. Paul unpacks that with him and helps him see that there could be new ways of working and doing things for him and his team, and then Paul and Rich demonstrate the absolute state of the art in AI technology.

Transcripts

Paul Ford:

Whoa, Rich.

Paul Ford:

Whoa.

Paul Ford:

Man, you look exhausted.

Rich Ziade:

I'm, having a hard day.

Rich Ziade:

I'm having a hard hard day.

Paul Ford:

What's wrong?

Paul Ford:

You sick?

Paul Ford:

What happened?

Rich Ziade:

No, I'm fine.

Rich Ziade:

I just, as, as a leader?

Paul Ford:

Yeah.

Rich Ziade:

My career is

Paul Ford:

Oh, well, what is your career exactly?

Rich Ziade:

I am.

Rich Ziade:

The customer success manager, level four, Roman numeral four

Rich Ziade:

for Salesforce for 13 years.

Rich Ziade:

I manage a team of people that make sure our clients are happy, and I'm done.

Rich Ziade:

I'm done.

Rich Ziade:

13 years of building knowledge and expertise swirling down the drain.

Paul Ford:

this because people finally figured out that Salesforce is unusable?

Paul Ford:

Okay.

Rich Ziade:

that's not why.

Rich Ziade:

I'll tell you why I turn on the internet box like two days ago

Rich Ziade:

and someone wrote a robot, I, I don't even if I'm saying it right.

Rich Ziade:

They wrote a robot that like renegotiated his cable bill.

Rich Ziade:

So he had this thing message, customer service at like Comcast or some nonsense,

Rich Ziade:

and he starts arguing about his bill.

Rich Ziade:

I don't think it was even founded cause it was just a, it was just a machine.

Rich Ziade:

It was ai.

Rich Ziade:

and

Rich Ziade:

I think another robot was responding from like call center place.

Rich Ziade:

And the two robots were talking to each other and the guy's bill went down like

Rich Ziade:

28 bucks and I was like, oh my God.

Rich Ziade:

We're done.

Rich Ziade:

I'm done.

Rich Ziade:

My team is done.

Rich Ziade:

I work so hard to make sure customers are happy.

Rich Ziade:

I, I solve problems for them.

Rich Ziade:

I, I, I unlock data that they put in the wrong place.

Rich Ziade:

Sometimes I reach out.

Rich Ziade:

And I'm done.

Rich Ziade:

Why?

Rich Ziade:

Because you can spit eight words onto the internet and it, it comes back with a Bob

Rich Ziade:

Ross painting of like unicorns dancing.

Paul Ford:

Rich, Rich, calm down.

Paul Ford:

You need some advice.

Paul Ford:

So now, all right, Rich, let's talk about this.

Paul Ford:

Let me give you some living in the world of AI career.

Paul Ford:

First of all, let's talk.

Paul Ford:

Let me, let me tell you about your job today.

Paul Ford:

You tell me if I'm right.

Paul Ford:

You're a customer success manager, level four.

Paul Ford:

You've been at Salesforce for 13 years.

Paul Ford:

You run a team, let's say five people, could be more.

Rich Ziade:

Yes,

Paul Ford:

and over the years many companies have bought

Paul Ford:

installations of Salesforce.

Paul Ford:

It's a tool that lets them manage customer relationships, canned band boards.

Paul Ford:

They move cards around and they say, this one looks like they might actually buy.

Paul Ford:

That's what Salesforce does.

Paul Ford:

So you sell that to

Rich Ziade:

does a lot of things, but yeah, that's

Paul Ford:

that's the core.

Paul Ford:

Let's start there.

Paul Ford:

That's where you started and now

Rich Ziade:

started.

Rich Ziade:

And we sell all kinds of clouds.

Rich Ziade:

There's a lot of flavors of clouds for Salesforce.

Rich Ziade:

I don't want to get, this isn't a Salesforce

Paul Ford:

podcast.

Paul Ford:

Doctor's office, not-for-profits, whatever.

Paul Ford:

And so what happens is you would walk in and you'd say, Hey, what do you need?

Paul Ford:

You need Salesforce?

Paul Ford:

And they'd be like, whoa, yeah, I didn't even get to say anything yet.

Paul Ford:

And you'd go, no, no, you need Salesforce.

Paul Ford:

And then you would write up a contract and they would sign it, and then

Paul Ford:

people would bring, they'd get a login to Salesforce, all sorts of stuff.

Paul Ford:

That's what you do.

Paul Ford:

And they would say, look, we're having trouble scheduling dental

Paul Ford:

appointments in our health portal.

Paul Ford:

And you'd go, Mike over here is gonna help you out.

Rich Ziade:

Yeah.

Rich Ziade:

And sometimes we share our screen, sometimes we send them a demo.

Rich Ziade:

Sometimes we just write up what they should do step by step.

Rich Ziade:

We, we make sure people can use the tool.

Paul Ford:

And what's been what you're worried about is that now a

Paul Ford:

computer can come in, index all the content that anyone's ever used.

Rich Ziade:

you seen this shit?

Paul Ford:

Yes, I have.

Paul Ford:

We're gonna talk about that in one second.

Paul Ford:

But you're worried about the fact that somebody can come in and say, I

Paul Ford:

need help with dental appointments.

Paul Ford:

Can you give it to me in the form of a video tutorial?

Rich Ziade:

Absolutely.

Paul Ford:

And now the computer replies and says, I got it all right here for you.

Paul Ford:

And it's pretty.

Paul Ford:

It.

Paul Ford:

It's pretty good.

Rich Ziade:

It's pretty good.

Rich Ziade:

I, I, I mean, love my team.

Rich Ziade:

I've seen this chat, G P T thing, it writes better than like half of my team.

Paul Ford:

That's true.

Paul Ford:

It does.

Paul Ford:

It's pretty good.

Rich Ziade:

Punctuation's.

Rich Ziade:

Good.

Rich Ziade:

Full sentences.

Rich Ziade:

Looks legit.

Rich Ziade:

We're done.

Rich Ziade:

Dude, this thing came out like Wednesday.

Paul Ford:

So look, let's see how bad this is.

Paul Ford:

I just went over to chat.openai.com/chat, and I typed in "write me a customer

Paul Ford:

success script for a user who's having trouble logging into Salesforce."

Paul Ford:

Rich, let's take a look at that.

Paul Ford:

Okay.

Paul Ford:

Here's how it starts.

Paul Ford:

"Hi there.

Paul Ford:

I'm sorry to hear that you're having trouble logging in the Salesforce"

Rich Ziade:

empathy.

Paul Ford:

"Can you please provide me with your username or email address

Paul Ford:

so I can look into this for you?"

Paul Ford:

Then it, it sort of continues and it actually tells you all about how to

Paul Ford:

make sure you're using the correct login URL that you're entering your

Paul Ford:

username to clear your cookies,

Rich Ziade:

forgot password,

Paul Ford:

all that stuff.

Paul Ford:

It's pretty thorough, pretty good.

Paul Ford:

This is not a bad customer service interaction.

Rich Ziade:

Not only did it do a good job, I've never met this robot before.

Rich Ziade:

They didn't go through my training process.

Paul Ford:

You know what the robot never does?

Paul Ford:

never asks for a commission.

Rich Ziade:

Oh,

Paul Ford:

Here's the coaching you need.

Paul Ford:

You actually don't know what you do.

Paul Ford:

Okay.

Paul Ford:

So what you actually are doing there is interacting with sets of

Paul Ford:

human beings to create a software solution that's aligned with.

Paul Ford:

Now if, if Salesforce was a true consumer product focused on, um, just giving

Paul Ford:

everybody exactly what they wanted with no human interaction, this is a great tool.

Paul Ford:

Like you could start to write tons and tons of documentation much more

Rich Ziade:

quickly.

Rich Ziade:

We do, sometimes we have a knowledge base and if people want to look up the

Rich Ziade:

answer there, we'd love for them to do that cuz then they don't bother us.

Paul Ford:

are some issues with accuracy and so on and so forth

Paul Ford:

with, with tools like this.

Paul Ford:

So they're not quite ready for that.

Paul Ford:

But yeah what's nice is they can help with translation, they

Paul Ford:

can help with issues of tone.

Paul Ford:

I'd like this to be, you know, can you write, they can write you a poem.

Paul Ford:

If you want a, a poem about logging into Salesforce, they'll write you.

Rich Ziade:

that, that's very upsetting as well.

Paul Ford:

I want you to think about this tool more like automatic translation.

Rich Ziade:

What do I tell my team?

Rich Ziade:

Are there jobs done for?

Rich Ziade:

People are nervous.

Paul Ford:

Call center is vulnerable, things like that.

Paul Ford:

Things that are scripted and so on and so forth.

Paul Ford:

If their job is to translate something from one language to another or from one

Paul Ford:

discipline to another, they're vulnerable.

Paul Ford:

So, so those sort of tasks are at risk.

Paul Ford:

, let me, let me reset your brain for a minute here.

Paul Ford:

Okay.

Paul Ford:

There are a set of new technologies that generate content from prompts and

Paul Ford:

they generate it in such a way that it's grammatically correct, pretty positive,

Paul Ford:

uh, can look really good or pretty good.

Paul Ford:

There's a tendency with the images to have too many like arms, so that's tricky.

Paul Ford:

You don't wanna send somebody a, don't want to go in the company picnic and

Paul Ford:

send a picture of people with too many.

Rich Ziade:

arms.

Rich Ziade:

Mm-hmm.

Paul Ford:

but you can ask it to draw you.

Paul Ford:

Diagrams, illustrations, all kinds of things.

Paul Ford:

Now you're, you're a person who, you have a sales role, you have to get

Paul Ford:

people to buy into your product, correct?

Rich Ziade:

Well, I mean that's part of it.

Rich Ziade:

First off, contracts end and when the time comes to renew, we want them to renew.

Rich Ziade:

Ideally, we want them to like upgrade and spend more money.

Rich Ziade:

Like the sales process never ends.

Paul Ford:

right.

Paul Ford:

But your success is that you bring more revenue into Salesforce than you would

Paul Ford:

if, and Salesforce makes more money than it would if it didn't have you.

Paul Ford:

so.

Paul Ford:

Okay.

Paul Ford:

So you're worried that Salesforce will go get to make all that

Paul Ford:

money without you in the loop?

Rich Ziade:

Yeah.

Rich Ziade:

They'll replace me with a beige com computer tower.

Paul Ford:

Did Stack Overflow ruin everybody's engineering jobs?

Paul Ford:

Not as far as I can tell.

Paul Ford:

There's 20, 30 million engineers out in the world, casual and otherwise,

Paul Ford:

and they all use Stack Overflow.

Paul Ford:

And what, what ha what it actually does is it makes certain things more accessible.

Paul Ford:

Right.

Paul Ford:

Okay.

Paul Ford:

Okay.

Paul Ford:

So in you go to you, it's, it's time to renew the contract.

Rich Ziade:

Yes.

Paul Ford:

So now there's an interaction that you need to have and

Paul Ford:

it needs to fan out to your group.

Paul Ford:

What kind of communication do you normally do?

Paul Ford:

You send an email, say, I want to have a phone call, right.

Rich Ziade:

Well, first off, relationships matter.

Paul Ford:

Of course.

Paul Ford:

People like to see you.

Rich Ziade:

People like to see me and I, I, I like to connect with them

Rich Ziade:

on a personal level because that's part of getting people to commit.

Rich Ziade:

Right.

Rich Ziade:

Okay.

Rich Ziade:

Um, but also you wanna show them that, look, we, we, we, we produce

Rich Ziade:

these decks where like you got 92% of your feedback was five stars.

Rich Ziade:

But there's more to it than that.

Rich Ziade:

Sometimes we know where their pain is, they're annoyed about something,

Rich Ziade:

and we wanna get ahead of that.

Rich Ziade:

Now what's gonna happen is they're gonna get on a video call.

Rich Ziade:

A giant talking fish is gonna be on the other line, and it's

Rich Ziade:

gonna say, hi, my name is Willie.

Paul Ford:

Calm down.

Paul Ford:

This is, first of all, that's been Salesforce marketing

Paul Ford:

for the last 20 years.

Paul Ford:

So relax.

Paul Ford:

They love a good talking fish.

Rich Ziade:

They do.

Paul Ford:

You're just seeing this wrong.

Paul Ford:

Let's frame it.

Paul Ford:

First of all, your customers have the same concerns that you do.

Paul Ford:

They have call centers.

Paul Ford:

They don't wanna fire all their people tomorrow, like they're trying

Paul Ford:

to figure out what this means.

Paul Ford:

You are in a position.

Paul Ford:

Look, just take it as a given for one minute that you're just relax.

Paul Ford:

I want you to think to yourself, how can I use these tools to help

Rich Ziade:

out of character for one second and point out to

Rich Ziade:

the audience that you tell me to relax six to 12 times Continue.

Paul Ford:

Um, okay.

Rich Ziade:

That's a nice

Paul Ford:

Yeah.

Paul Ford:

I don't, I don't even want to go into it.

Paul Ford:

Let's, okay, so relax.

Paul Ford:

Rich r I want you to make.

Paul Ford:

The best dashboard and the best deck possible.

Paul Ford:

Now you've already got this automated output that comes out of

Paul Ford:

all the Salesforce tools and you can go, I've seen everybody do it.

Paul Ford:

You kind of generate your PowerPoint and you go and you say, here's how

Paul Ford:

you're doing, and here's our roadmap, and here's where we're headed.

Paul Ford:

Yes.

Paul Ford:

Okay.

Paul Ford:

Now you have tools that could.

Paul Ford:

Create a knowledge base specifically for that customer and all their users?

Rich Ziade:

Yes.

Rich Ziade:

Okay.

Paul Ford:

You can do something that's custom just for your people.

Paul Ford:

You can customize imagery, you can enhance diagrams.

Paul Ford:

You can draw pictures of a bold new future in ways that you've never imagined before.

Paul Ford:

Okay?

Paul Ford:

Because you keep these tools at hand, you treat them as tools, not as threats.

Rich Ziade:

What I'm hearing is retrain, learn, keep learning.

Rich Ziade:

Don't assume that you as a.

Rich Ziade:

Cog in the assembly line can just keep doing the same thing because

Rich Ziade:

innovation and technology marches on.

Paul Ford:

value that you actually have in the role that you have is through

Paul Ford:

your relationships, not in, not because you can produce certain statistics

Paul Ford:

and information about Salesforce installations at any given moment.

Paul Ford:

You have to do both.

Paul Ford:

Yes, but the most important thing is that they know you're a person they

Paul Ford:

can call and that you will give them reliable information so that they don't

Paul Ford:

increase the risk in their organiz.

Rich Ziade:

Not only that, Paul, um, the relationships really come

Rich Ziade:

through when things go bad because I get to pick up the phone and say,

Rich Ziade:

Hey Diane, I wanna get ahead of this.

Rich Ziade:

about we were down for three hours last night and I wanna make sure you're okay.

Paul Ford:

Think about Amazon Cloud.

Paul Ford:

Okay.

Paul Ford:

Amazon Cloud should never have any customers in the loop ever.

Paul Ford:

I should just be able to buy access to services, run

Paul Ford:

servers, and that should be it.

Paul Ford:

But there's a premium tier and what do I get with that?

Paul Ford:

Premium tier humans.

Paul Ford:

That's right.

Paul Ford:

So it's worth money to people to know that if something goes wrong, humans will

Paul Ford:

take personal responsibility and account.

Rich Ziade:

Relationships still matter and they will continue to matter.

Paul Ford:

We're never gonna be done with that, I don't think, in our life.

Rich Ziade:

I gotta be frank, I'm most worried about the junior people.

Rich Ziade:

I've built relationships.

Rich Ziade:

I have an important Rolodex I rely on.

Rich Ziade:

I'm also, I think, pretty fast on my feet.

Rich Ziade:

Like I'm not too worried about the computers coming

Rich Ziade:

to get me, but I am worried.

Rich Ziade:

Some of the lower skilled people who, frankly, it's a thick binder

Rich Ziade:

of scripts, they go to page 83 when someone asks this question,

Rich Ziade:

actually it's software that does it.

Rich Ziade:

In fact, it's Salesforce, uh, service Cloud.

Rich Ziade:

But we won't get into that, that we're not marketing Salesforce here, but they are

Rich Ziade:

the ones that seem most vulnerable to me.

Rich Ziade:

What advice would, should I give them?

Paul Ford:

Okay, so good on you for, for chilling out for a second.

Paul Ford:

Okay.

Paul Ford:

You wanna take care of those people.

Paul Ford:

You wanna be responsible towards them.

Rich Ziade:

I did shrooms 20 minutes ago.

Paul Ford:

That's great.

Paul Ford:

You want to take care of these people?

Paul Ford:

Yes.

Paul Ford:

Okay.

Paul Ford:

That's right.

Paul Ford:

A lot of people start like in a call center capacity.

Paul Ford:

They're kind of running the script, so on and so forth.

Paul Ford:

You now have a set of tools that will empower these people to have

Paul Ford:

better English, better visual communication, and be more productive.

Rich Ziade:

Wait, what you're saying is don't go to war.

Rich Ziade:

This isn't your.

Rich Ziade:

Take it in, become an expert at it, and let it enhance and grow your

Paul Ford:

Here's why.

Paul Ford:

Okay?

Paul Ford:

If you are expecting to continue to, to deliver at the same pace,

Paul Ford:

but someone else has access to these tools, they will be faster than you.

Paul Ford:

If you train the junior employee, 25 year old, young woman comes in and you say,

Paul Ford:

Hey, I need you to make a PowerPoint.

Paul Ford:

You ever seen a, a new employee who's never worked with this stuff kind

Paul Ford:

of struggle through the experience?

Paul Ford:

Yeah.

Paul Ford:

They just don't get the basic form in any way.

Paul Ford:

But I can say to her now, Tell the computer to make you a PowerPoint, Tell

Paul Ford:

her, tell the, you gotta give her the

Rich Ziade:

And they learn from that.

Paul Ford:

she'll learn the form.

Paul Ford:

You know what she can do now?

Paul Ford:

One, make PowerPoint.

Paul Ford:

She learned it pretty fast.

Paul Ford:

She learned it from the computer.

Rich Ziade:

Mm-hmm.

Paul Ford:

two and, and she's, and when I say PowerPoint, gimme the bullets and then

Paul Ford:

she has to put it into the PowerPoint.

Paul Ford:

We're not at the point yet where it'll make you the PowerPoint itself.

Paul Ford:

Okay.

Paul Ford:

Now.

Paul Ford:

Great.

Paul Ford:

Thanks.

Paul Ford:

I You made that PowerPoint.

Paul Ford:

That's really helpful.

Paul Ford:

It's on my desk.

Paul Ford:

I didn't have to think about it.

Paul Ford:

And it took you a day to kind of get it all trued up and where it used

Paul Ford:

to take you a week as a really new

Paul Ford:

employee.

Paul Ford:

Right.

Paul Ford:

That's cool.

Paul Ford:

Now you can make five of these a week, so I can talk to five times

Paul Ford:

as many customers, or I can do five times as many things for my clients

Rich Ziade:

and my skillset is

Paul Ford:

My

Paul Ford:

skillset.

Paul Ford:

No, hold on.

Paul Ford:

We're not done.

Paul Ford:

I can have you do more of this faster.

Paul Ford:

I can have you be more creative.

Paul Ford:

I can have you make it more visual.

Paul Ford:

I can have you make deeper, more intense things for the customers

Paul Ford:

to think harder about their stuff.

Paul Ford:

And I can have you make it, uh, I can have you use these tools to research and

Paul Ford:

think, so it becomes an outboard brain.

Rich Ziade:

Paul.

Rich Ziade:

good and I see the potential of a lot of the people I hire, but for some of

Rich Ziade:

the people that I hire, I can also see the limits of what they can learn do.

Rich Ziade:

Um, their, their skill sets are, let's just, I'm trying to be as kind as possible

Rich Ziade:

kind of bound to a more sort of rote, scripted day-to-day work life, right?

Paul Ford:

I saw somebody online and they have very, it was, they were talking

Paul Ford:

about how they mentor someone and that person has very, very poor English and

Paul Ford:

very poor written communication skills.

Paul Ford:

So a challenge for them cuz they have like a lawn mowing business.

Paul Ford:

A challenge for that person is communicating.

Rich Ziade:

Mm-hmm.

Rich Ziade:

. Paul Ford: Okay.

Rich Ziade:

And they're, you know, cuz the emails will start like coming Wednesday and that's it.

Rich Ziade:

That's the whole email.

Rich Ziade:

I've received many emails like that.

Rich Ziade:

Yeah.

Rich Ziade:

Okay.

Rich Ziade:

And you learn to kind of parse that, but it, it definitely doesn't make

Rich Ziade:

you feel secure that the person's actually gonna show up on a Wednesday.

Rich Ziade:

Yeah.

Rich Ziade:

This person can say, write me an email, letting them know I'm

Rich Ziade:

going to be there Wednesday.

Rich Ziade:

And it'll write a

Rich Ziade:

in, in, in Albanian.

Paul Ford:

That's right,

Rich Ziade:

it'll write it in English and send it

Paul Ford:

You can get there, right?

Paul Ford:

You can get a nice, formal, clear communication

Rich Ziade:

the tools that can empower you.

Paul Ford:

It's an enhancement to somebody.

Paul Ford:

Now, if you, if you have somebody who is just really confused about

Paul Ford:

why they're there in the first place.

Rich Ziade:

You might have a different issue.

Paul Ford:

You have to educate and help them along the lines there

Paul Ford:

if you want them to stay around.

Paul Ford:

But if you, this isn't, this is if you have low English or,

Paul Ford:

or challenges with writing.

Paul Ford:

I mean this is actually, you know, we, yeah.

Paul Ford:

People are very focused on the threat.

Paul Ford:

This is a tremendous enhancement for people who want to communicate in the

Paul Ford:

larger world and don't necessarily have the tools at hand at this moment.

Rich Ziade:

History has shown.

Rich Ziade:

Technological

Rich Ziade:

innovation or innovation in general, frankly, uh, creates

Rich Ziade:

more jobs than destroys.

Rich Ziade:

It's, it has been proven out time and time again.

Rich Ziade:

Um, I wanna, let's let, let's, I wanna share a thought

Paul Ford:

Hold on.

Paul Ford:

I want to just like, I want to, I want to like complicate that for

Paul Ford:

people to think through for a minute.

Paul Ford:

Cuz I think it's important not to just be like, more opportunity orchestras.

Paul Ford:

They were great.

Paul Ford:

Everybody loved orchestras.

Paul Ford:

For a long time you needed to have one for every TV show.

Paul Ford:

the synthesizer comes in.

Paul Ford:

There's actually unions that, that were like, we, there will be no synthesizers.

Paul Ford:

Can't fight the synth though.

Paul Ford:

Synthes is good.

Paul Ford:

You get the pep shop boys, you get new order.

Paul Ford:

So anyway, the synth starts taking over.

Paul Ford:

Not great.

Paul Ford:

I would say the last 50 years, not the best for orchestras.

Paul Ford:

tremendous flowering of enormous ranges of musical expression.

Rich Ziade:

That's really the outcome, right?

Rich Ziade:

The orchestra was able to protect its territory, but all

Rich Ziade:

this new terrain was created

Paul Ford:

at the same time.

Paul Ford:

You get all this new music, you get labels, you get Spotify, and

Paul Ford:

so artists don't get rewarded.

Paul Ford:

So it's this very, very complicated ebb and flow and you know, but if.

Paul Ford:

What I'm gonna say is that like you can't solve the macro economy.

Paul Ford:

Neither can I.

Paul Ford:

My opinions about the macro economy don't matter.

Rich Ziade:

but you can create new

Paul Ford:

You should do that for your people.

Paul Ford:

You should say, here's a set of new tools we should get to them and we should master

Paul Ford:

them in order to help our customers.

Paul Ford:

And in doing so, they'll have more optionality, and

Paul Ford:

that's the right thing to do.

Paul Ford:

Well, wait a minute, Rich.

Paul Ford:

Wait a minute,

Rich Ziade:

What?

Paul Ford:

I went to the AI and I said these words:

Paul Ford:

please provide the transcript for a podcast with two hosts.

Paul Ford:

The hosts are named Rich and Paul.

Paul Ford:

The podcast is five minutes long.

Paul Ford:

The host introduced themselves and then explain how stable

Paul Ford:

diffusion and AI technology works.

Paul Ford:

The host provide examples of software that people can use to explore

Paul Ford:

and understand stable diffusion.

Paul Ford:

They make some jokes and have witty banter.

Paul Ford:

Both of them are in Brooklyn New York.

Paul Ford:

So let's do it.

Rich Ziade:

Hey everyone, my name is Rich and I'm here with my co-host Paul.

Paul Ford:

there Rich.

Paul Ford:

Thanks for having me on the show.

Rich Ziade:

So today we're gonna talk about something called Stable Diffusion.

Paul Ford:

That's right.

Paul Ford:

Rich Stable Diffusion is a type of machine learning algorithm that's been

Paul Ford:

gaining a lot of attention lately.

Rich Ziade:

So what exactly is stable diffusion and how does it work?

Paul Ford:

stable diffusion is a type of algorithm that's used

Paul Ford:

to process and analyze data in a way that's more efficient and

Paul Ford:

stable than the other algorithms.

Paul Ford:

It works by using a technique called diffusion maps to reduce the

Paul Ford:

dimensionality of the data, which makes it easier to analyze and understand

Rich Ziade:

That's really interesting.

Rich Ziade:

Paul, can you give us some examples of software that people

Rich Ziade:

can use to explore and understand

Rich Ziade:

stable diffusion.

Paul Ford:

There are a number of software packages that people can use to

Paul Ford:

explore and understand stable diffusion.

Paul Ford:

Some examples include psychic Learn, TensorFlow and Pie Torch.

Rich Ziade:

Thanks for that, Paul.

Rich Ziade:

It's always good to know what tools are available for people who want to

Rich Ziade:

learn more about stable diffusion.

Paul Ford:

Absolutely Rich, and if anyone out there is interested

Paul Ford:

in learning more, there are plenty of online resources and tutorials

Paul Ford:

available to help them get started.

Rich Ziade:

That's great to know, Paul.

Rich Ziade:

And just for our listeners out there, we're recording this podcast

Rich Ziade:

from beautiful Brooklyn, New

Paul Ford:

That's right, rich.

Paul Ford:

It's a great place to be, especially if you're into machine learning and data.

Rich Ziade:

Definitely Paul.

Rich Ziade:

Well, thanks for joining me on the show today and for sharing your

Rich Ziade:

expertise on stable diffusion.

Paul Ford:

No problem, rich.

Paul Ford:

It was great to be here, and I look forward to talking with you again soon.

Rich Ziade:

Sounds good, Paul.

Rich Ziade:

Thanks again and have a great day.

Paul Ford:

You too, rich.

Paul Ford:

Bye for now.

Paul Ford:

Okay, so calm down.

Paul Ford:

Yes, it was terrible.

Paul Ford:

It had no soul.

Paul Ford:

It was robotic.

Paul Ford:

It's, it's a, it's a robot.

Paul Ford:

It's a parrot.

Paul Ford:

It's madlibs.

Rich Ziade:

Very helpful, Paul.

Rich Ziade:

You've calmed me down.

Rich Ziade:

You've taken me to a more peaceful, relaxed place

Paul Ford:

Go play with chat.

Paul Ford:

G p t.

Paul Ford:

Go play with the image generators.

Paul Ford:

You owe it to yourself.

Paul Ford:

And frankly, they are good tools for, for business.

Rich Ziade:

they're fun.

Rich Ziade:

They're all also fun, and you should look into them.

Rich Ziade:

I mean, they're coming.

Rich Ziade:

Don't, don't look away.

Paul Ford:

Don't forget computers used to be people who did math

Rich Ziade:

Right,

Paul Ford:

now, now they're machines.

Rich Ziade:

Now they're machines.

Rich Ziade:

ZiadeFord.com.

Rich Ziade:

You'll find all our podcasts.

Rich Ziade:

The, uh, Ziade and Ford Advisors podcast is in all the

Rich Ziade:

usual popular podcast places.

Rich Ziade:

Spread the word.

Rich Ziade:

Reach out.

Rich Ziade:

How do they get in touch with us, Paul?

Rich Ziade:

We love topic ideas.

Rich Ziade:

We love giving advice.

Paul Ford:

Send an email to hello@ziadeford.com or check us out

Paul Ford:

on Twitter, et cetera, et cetera.

Paul Ford:

You know how to get in touch.

Rich Ziade:

Have a lovely day.

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