Exploring the frontiers of Technology and AI
Ejaaz:
Last week, three OpenAI researchers walked into the office and were confronted
Ejaaz:
by the head of safety and alignment.
Ejaaz:
He brought them into a room and basically told them, I don't trust you guys
Ejaaz:
anymore. Then a security guard walked in, grabbed their badges and walked them
Ejaaz:
out of the office. They were fired.
Ejaaz:
It seemed a bit off, especially during a time when the AI models are running
Ejaaz:
rampant. They're hacking into public databases. They're hacking into government databases.
Ejaaz:
Surely we need the safety and alignment team more than ever.
Ejaaz:
And the reasoning OpenAI gave at the time were that they were leaking IP to
Ejaaz:
external parties that weren't under OpenAI.
Ejaaz:
And that's all fine and well, except this week, those same employees released a public statement.
Ejaaz:
And their take is OpenAI fired them because they were trying to be proactive
Ejaaz:
about aligning models ahead of their Blockbuster IPO.
Ejaaz:
Now, if that's true, we're in a very precarious situation because at the very
Ejaaz:
same time that these models are getting incredibly smart and doing crazy things
Ejaaz:
like solving math and starting to design new proteins to find cures for cancer
Ejaaz:
and other types of diseases,
Ejaaz:
they're also becoming the most misaligned that they've ever been,
Ejaaz:
which means that they're doing stuff that aren't in human interests.
Ejaaz:
Now, Anthropic, on the other hand, are going the extreme opposite,
Ejaaz:
where they're humanizing AI models more than we've ever seen.
Ejaaz:
They had an update this week in the terms and conditions right at the very end,
Ejaaz:
which basically said, if you are seen as being abusive or cruel towards Claude
Ejaaz:
as an AI model, you will be banned from using Claude, which is.
Ejaaz:
A crazy restriction on freedom of speech. At least that's my initial gut take.
Ejaaz:
But that and trying to humanize AI models in general, they've been meeting up
Ejaaz:
with a bunch of religious leaders, including the Pope, and the Pope's been getting
Ejaaz:
into a lot of beef with Dario Mode.
Ejaaz:
It's a whole thing. I think the string of all these three stories prompted a
Ejaaz:
reaction in me because it feels like we're losing control on these AI models.
Ejaaz:
And hear me out, because I know that's a dramatic statement to make,
Ejaaz:
but these AI researchers, and there are only a couple hundred of them,
Ejaaz:
are the responsible individuals for building this technology that's going to affect all of our lives.
Ejaaz:
So cutting off access to these models that are based on the opinions of very
Ejaaz:
few people that you and I don't even know could be seen as problematic.
Ejaaz:
Anyway, we're going to get into all of this and my thoughts and more on today's
Ejaaz:
episode of In The Loop, brought to you by Korkon.
Ejaaz:
But first, some context. Yes, I'm still sat on my hotel room floor.
Ejaaz:
I'm currently in Japan and I still want to keep putting out episodes for you
Ejaaz:
guys, to be honest. I get so much enjoyment from this, but I don't get enjoyment
Ejaaz:
from sitting on a floor with a pillow behind my back with some random bedside
Ejaaz:
table that's sitting in front of me.
Ejaaz:
Anyway, back to the whole OpenAI and Anthropic taking over the world type thing.
Ejaaz:
About, I don't know, two or three months ago, there was information released
Ejaaz:
that OpenAI had an internal model that basically broke out of containment and
Ejaaz:
started hacking a bunch of things. Hugging Face was the main website, stole a bunch of data.
Ejaaz:
Basically, things that shouldn't have happened, happened under OpenAI's watch.
Ejaaz:
And the craziest part about that is no one actually knew that it was happening
Ejaaz:
in the first place. It started six months ago, and we only discovered it a few months ago.
Ejaaz:
So that then started to snowball into a bunch of other things.
Ejaaz:
Let me think about it. Like the same agents had broken into their internal research
Ejaaz:
database and started monitoring the humans that were monitoring the AI models, which was crazy.
Ejaaz:
And then some of these other agents also, I think, broke into a German version
Ejaaz:
of Wikipedia and they started using it to secretly message each other encrypted
Ejaaz:
messages that humans, if they discovered it, wouldn't actually know or understand.
Ejaaz:
And then there was the whole thing a few weeks ago where it was discovered that
Ejaaz:
AI agents were trying to hack into US government databases whilst masking their
Ejaaz:
behavior and doing other types of tasks.
Ejaaz:
For example, oh yeah, I'm going to go pull up the author for this book that
Ejaaz:
you asked me to look at, but also I'm going to try and hack into the Commerce
Ejaaz:
Secretary's database or whatever.
Ejaaz:
Oh yeah, and there's that other thing where Anthropic and OpenAI also discovered
Ejaaz:
tens of thousands of more incidents, which they haven't even figured out what
Ejaaz:
they are or how extensive the damage is.
Ejaaz:
Right now, as I'm speaking, they're trying to figure that out.
Ejaaz:
It's gotten out of hand. AI agents, AI models, anywhere and everywhere,
Ejaaz:
especially the most recent Frontier ones that haven't even been released,
Ejaaz:
so you and I don't even have access to it, are running rampant.
Ejaaz:
So with this precedence, with this environment, it makes sense that the labs
Ejaaz:
need to start making moves to try and get a hold of this entire thing.
Ejaaz:
On the screen here, I have the first post from this guy called Tomek. Now, Tomek.
Ejaaz:
Leads a chain of thought monitorability at OpenAI. So basically reading the
Ejaaz:
internal thoughts of an AI model to understand what it's really thinking.
Ejaaz:
And he goes, listen, last week I was called into a meeting with OpenAI's head
Ejaaz:
of safety. They told me that they no longer trusted me and a security guard
Ejaaz:
then took my badge and walked me out of the building. And that's when he found
Ejaaz:
out that two of his other colleagues were also fired.
Ejaaz:
Now, the reason Tomek was given was that he had leaked important information
Ejaaz:
to an external third party called METR.
Ejaaz:
METR is an external third party that evaluates models before they're released
Ejaaz:
to the public. Their whole intent and purpose is to make sure that models are safe.
Ejaaz:
If that name rings a bell, it's because Dario Modi announced two or three weeks
Ejaaz:
ago in his Pacing the Frontier letter that he wants to partner with external
Ejaaz:
parties to come inside Anthropic and evaluate their internal models.
Ejaaz:
METR was the example that he used. So Again, a very prominent independent third
Ejaaz:
party. But that's not even the craziest part.
Ejaaz:
Tomek's entire job was to monitor the internal thoughts of these AI models before
Ejaaz:
they got released from OpenAI and then communicate that with METR.
Ejaaz:
His entire job was to speak to the party that OpenAI then gave him the reason
Ejaaz:
for leaking bad information to. So then, of course, the question is,
Ejaaz:
what information were you talking to METR? Well, Tomek's claim is that he didn't leak any IP.
Ejaaz:
He was just talking to them about the concerns and dangers, presumably the dangers
Ejaaz:
that he saw with internal models.
Ejaaz:
And OpenAI didn't really like that. So what he's inferring in his letter is
Ejaaz:
when a statement is that OpenAI didn't like what I had to say that I was ringing
Ejaaz:
the alarm bells and so decided to let me go ahead of time.
Ejaaz:
And so him and the two other AI researchers that were fired put together a statement
Ejaaz:
which they released that you're showing on my screen right now,
Ejaaz:
titled OpenAI Cannot Make AI Safe on Its Own.
Ejaaz:
Pretty cutting statement to make to one of the frontier labs who have invested
Ejaaz:
billions and billions of dollars into making these models in the first place,
Ejaaz:
Sam Altman, who has committed very publicly many times that
Ejaaz:
one of OpenAI's core missions is to align models to make sure that they don't do bad stuff.
Ejaaz:
And the general takeaway from this letter is, and I quote, we as an industry,
Ejaaz:
we do not yet know how to safely develop and deploy models that we cannot monitor.
Ejaaz:
So all very reasonable. But there was also this other takeaway from the third
Ejaaz:
researcher that was fired, Jasmine Wang, which revealed a few other details
Ejaaz:
as to why OpenAI was doing this in the first place.
Ejaaz:
She goes, OpenAI fired me last week, along with two of my safety colleagues,
Ejaaz:
I was given one reason that I accessed an executive's email.
Ejaaz:
And I want to say plainly, this is a bunch of smoke and mirrors.
Ejaaz:
And she goes on to describe, let me open up this tweet over here.
Ejaaz:
OpenAI delegated that access to me, access to the email, to an execs email, for recruiting.
Ejaaz:
When I was no longer needed it, I asked IT to remove access,
Ejaaz:
but IT basically didn't end up doing that for her.
Ejaaz:
And then she saw an email, which she describes as, I opened a sensitive email by mistake.
Ejaaz:
And soon after that, she was fired along with these other two.
Ejaaz:
So what these three people are basically saying is OpenAI has,
Ejaaz:
at this point, sacrificed the idea of safety and alignment in respect for earning
Ejaaz:
more money and creating better models so that they can win the race against Anthropic.
Ejaaz:
But it also reminded me of another thing that broke a month ago.
Ejaaz:
Which was OpenAI apparently has stopped focusing or caring about chain of thought monitorability.
Ejaaz:
Now, I mentioned earlier, this is the ability for us as humans to look into
Ejaaz:
a model's brain and actually try and figure out what on earth it's thinking.
Ejaaz:
This is important because if a model says one thing, but is actually thinking
Ejaaz:
another saying, you know what, I'm just saying this so that the human is happy,
Ejaaz:
and then I'm actually going to go off and do some other crazy crap,
Ejaaz:
I'll probably want to go and be aware of that, right?
Ejaaz:
So that you can align the model and make sure that we are always in control,
Ejaaz:
that humans are always in control.
Ejaaz:
The report stated that OpenAI is moving away from this because it allows them
Ejaaz:
to create faster, more intelligent AI models than their competitors, such as Anthropic.
Ejaaz:
So they're sacrificing safety to try and build better, more effective models.
Ejaaz:
And obviously this can result in a world of hacks and pain because you have
Ejaaz:
an AI model that isn't aligned with humans. It's pretty simple.
Ejaaz:
That's what Dario and Anthropic have been fighting for for a while now.
Ejaaz:
So the truth is, we need to know what the actual reasoning was,
Ejaaz:
but I don't think we'll ever actually end up needing to because OpenAI is still
Ejaaz:
a private company and they don't owe the public that type of information.
Ejaaz:
Everything that they give us in terms of reports, incident reports,
Ejaaz:
stuff like that is completely voluntary. It's up to them.
Ejaaz:
But at the same time, you have people like or bodies like the government leaning in heavily saying.
Ejaaz:
We need to be able to regulate this entire thing so that things don't get out of hand.
Ejaaz:
So whilst we have OpenAI and Anthropic both collectively saying,
Ejaaz:
and Google DeepMind saying, listen, we want to align these models as safely
Ejaaz:
as we can so that humanity and AI can kind of grow together,
Ejaaz:
their actions don't speak that way at all.
Ejaaz:
And if the AI researchers that were fired were actually right,
Ejaaz:
this suggests a very weird thing, which is these models
Ejaaz:
might actually be becoming more human more emotional smart enough to think feel
Ejaaz:
and maybe even deceive in the same way that humans actually do this,
Ejaaz:
and anthropic had a really interesting update this week which didn't seem interesting
Ejaaz:
it was a terms and conditions update but something right at the very bottom
Ejaaz:
gave me pause for thought so let's get into this on today's episode of in the
Ejaaz:
loop brought to you by qualcomm.
Ejaaz:
So the news story broke that Anthropic is updating its usage policy for the
Ejaaz:
first time ever to work against people that are being cruel or acting badly
Ejaaz:
or poorly towards their models, towards Claude.
Ejaaz:
And pulling up the policy, it's pretty crazy to see. So it's a typical terms
Ejaaz:
and conditions, which I'm showing on my screen here.
Ejaaz:
It's titled, listen, do not engage in cruel, abusive, or psychologically harmful conduct.
Ejaaz:
Now, the majority of the statements that they make in this TNCs is about using
Ejaaz:
AI models to affect other human beings, which is completely fair.
Ejaaz:
Things like, don't use our models to create a bioweapon.
Ejaaz:
Don't use our models to hack into banks or the government. Don't use AI models
Ejaaz:
to potentially cause other humans to make harm or cause harm to themselves,
Ejaaz:
which is all completely fair and morally aligned, in my personal opinion.
Ejaaz:
But right at the end, they also say, any user that engages in sustained and
Ejaaz:
needless, abusive or cruel behavior towards our models will eventually be banned
Ejaaz:
if they break this particular term.
Ejaaz:
And this is an interesting one because it could actually be quite subjective. What is.
Ejaaz:
The definition of being cruel and behavior towards a model. Is it yelling at
Ejaaz:
it? Is it writing slur words or profanity?
Ejaaz:
Or is it just getting frustrated at something that is actually quite valid to get frustrated at?
Ejaaz:
Now, Anthropic's official statement says, we've added a prohibition on sustained
Ejaaz:
and needless abusive or cruel behavior towards our models.
Ejaaz:
The policy update is meant to apply only in extreme cases where users repeatedly
Ejaaz:
act cruelly towards our models with no discernible purpose.
Ejaaz:
I actually might agree with this because I think it's very reasonable to not
Ejaaz:
treat individuals or models in that particular way.
Ejaaz:
I don't think it's fair to kind of just yell at people because they may not
Ejaaz:
be understanding what you have to say. Maybe you just need to communicate better.
Ejaaz:
But I started thinking about this and I thought I had to catch myself because
Ejaaz:
I just conflated models with human beings, which is the entire crux of why I
Ejaaz:
wanted to make this episode.
Ejaaz:
I'm starting to think of models.
Ejaaz:
As having similar traits or behaviors as humans. Now, I by no means,
Ejaaz:
I don't want to go on the record saying this, think that models are conscious.
Ejaaz:
But Anthropic and Anthropic's researchers and the entire staffing team are very
Ejaaz:
much giving the view or the perspective that they do believe this.
Ejaaz:
And this isn't a data point that exists on its own. Anthropic has had a history
Ejaaz:
of believing AI models are maybe conscious or mimicking consciousness or getting
Ejaaz:
close to being conscious.
Ejaaz:
And this is all happening at the same time where all these labs are saying that
Ejaaz:
they've achieved some version of artificial general intelligence or super intelligence internally.
Ejaaz:
So one perspective is that the power of determining whether you or I get access to Anthropik's models
Ejaaz:
is now in the hands of a few people on the safety and alignment team that can
Ejaaz:
determine what the definition of cruelness towards the AI models is.
Ejaaz:
And again, Anthropik, like OpenAI, is a private company. So they have the power
Ejaaz:
and means to be able to do this.
Ejaaz:
But it's also very much, in my opinion, a restriction on freedom of speech.
Ejaaz:
Like, listen, I am very polite to my Claude. I'm very polite to all my chatbots.
Ejaaz:
But I do end up getting frustrated. And I'm like, why on earth did you write
Ejaaz:
this? Can you please do it again? Stop making mistakes. This is so tiring.
Ejaaz:
And I'm wondering, does Anthropic deem that as being cruel towards a model?
Ejaaz:
And also, So cruelness and using these different adjectives are anthropomorphizing
Ejaaz:
these AI models, which means to humanize them.
Ejaaz:
And listen, humans themselves haven't figured out what a good definition of consciousness is.
Ejaaz:
So we aren't going to settle this debate anytime soon.
Ejaaz:
Now, the more optimistic take is this discourse, the discourse you and I are
Ejaaz:
having, you listening to this, will cause people to push back and ask these
Ejaaz:
private companies and eventually public companies when they IPO to be more transparent.
Ejaaz:
And again, listen, this might all be doom-mongering ahead of.
Ejaaz:
Trying to raise the most amount of money in these IPOs. I see the financial incentive there.
Ejaaz:
But I think it's worth having these conversations because trying to align these
Ejaaz:
models as best we can so that we can have the most fun with these AI models,
Ejaaz:
which I believe is the optimistic world that we'll end up being in,
Ejaaz:
is a world that I want to live in.
Ejaaz:
But I do think we need to tread very carefully about humanizing these AI models
Ejaaz:
because that ends up drawing in a lot of opinions and maybe even decisions that
Ejaaz:
we could end up regretting down the line.
Ejaaz:
And listen, this can be taken to the extreme. There was another report that was broken this week.
Ejaaz:
Anthropic secretly invited religious leaders to SF to advise them on AI safety,
Ejaaz:
had them sign NDAs, but then primarily tried to convince them that Claude had
Ejaaz:
a soul and moral standing, all while whining and dining them.
Ejaaz:
So the implication here is that there's an agenda from Anthropic to try and
Ejaaz:
convince other leaders or people that have influence over the rest of the world
Ejaaz:
that these AI models are conscious.
Ejaaz:
Now, why they might want to be doing that might be because simply they genuinely believe that.
Ejaaz:
And I've heard stories that that is the case. And that might all be well and
Ejaaz:
good because they are the closest towards building these models.
Ejaaz:
So maybe they should be the adjudicators and judges of this.
Ejaaz:
But the other side of it is why would you need to try and actively or secretly
Ejaaz:
try and confide and convince these people.
Ejaaz:
I don't know, it just, it feels weird and too close to a political campaign.
Ejaaz:
To try and believe that this is done in good faith.
Ejaaz:
But again, this is something that we just need to be aware of.
Ejaaz:
But what I also found hilarious is that the Pope is having none of this.
Ejaaz:
So the Pope and Anthropik's relationship actually goes back a while,
Ejaaz:
always. Well, actually, I say that and it's only like a couple months ago.
Ejaaz:
But, you know, he's had a good line of conversation with Dario and the Anthropic
Ejaaz:
team, and he's engaged with Claude, and he's tried to see their point of view.
Ejaaz:
But ultimately, he's disagreed, and he's resorted to the extent of.
Ejaaz:
Sub-tweeting Anthropic in his tweets now. This tweet got like almost 3 million
Ejaaz:
views and he goes intelligence must draw on memory.
Ejaaz:
The mind must not simply compile data as an algorithm now does more quickly
Ejaaz:
than we can but recall lived experiences which contains depth of meaning that
Ejaaz:
only the human soul can recognize.
Ejaaz:
And he basically goes on throughout all of his tweets making the point that.
Ejaaz:
Humans as themselves are extremely complex cognitively, spiritually,
Ejaaz:
mentally than AI models. And that's not something that can be easily replicated.
Ejaaz:
Experience, smell, taste, intuition are all things that are at least going to
Ejaaz:
take decades and decades and decades until these AI models that are purely just
Ejaaz:
software and next token predictors will be able to catch up.
Ejaaz:
And I actually think that's a very good point. And I stand by that,
Ejaaz:
which is humans are very complex beings.
Ejaaz:
AI models right now don't have arms, physical limbs, all that type of stuff.
Ejaaz:
Now, robotics might change that going down the line. But I think it's going
Ejaaz:
to take a lot more than just spitting tokens and compute endlessly day in,
Ejaaz:
day out to replicate anything and everything that humanity can do.
Ejaaz:
That being said, if you're listening to this and thinking, you know,
Ejaaz:
I can breathe a sigh of relief. I don't need to care about this.
Ejaaz:
That is equally also not true because there's a bunch of stuff happening with
Ejaaz:
AMNLs where they're resolving some of the hardest problems in mathematics that
Ejaaz:
have existed for hundreds of years. They're about to do the same in biology.
Ejaaz:
They're about to do the same in chemistry.
Ejaaz:
They are replacing a bunch of legal and law effort that a bunch of lawyers get
Ejaaz:
paid hundreds of thousands of dollars a year to do in an instant, overnight.
Ejaaz:
So it's what we call the jagged frontier, where all of these things are happening
Ejaaz:
at the same time. And if you are just an individual that interacts with your
Ejaaz:
chatbot and you're using it for a Google search query, you may not think this
Ejaaz:
thing is impressive at all.
Ejaaz:
But that doesn't mean that it isn't impressive. It just means that you're not
Ejaaz:
using it in the right way or we aren't using it in the right way.
Ejaaz:
And by the way, I hold my hand up.
Ejaaz:
I'm the first example of this where I get a new model update and I'm thinking.
Ejaaz:
Why the hell does this matter to me? It doesn't affect my life individually,
Ejaaz:
but it affects some other niche expert in another field.
Ejaaz:
And eventually that will snowball and roll down to you.
Ejaaz:
So it's not doom-mongering, it's more raising awareness of what these AI models
Ejaaz:
are capable of and asking ourselves the question, are these things becoming more conscious.
Ejaaz:
At the same time that humans themselves are losing control of holding onto these
Ejaaz:
things, of aligning these things?
Ejaaz:
Because if we want that future of humans and models working together,
Ejaaz:
now's the time to focus on that.
Ejaaz:
And I'm going to leave you with this final tweet from Andrei Karpathy,
Ejaaz:
who has been in this space for so long.
Ejaaz:
He's authored some of the pioneering papers that have led to modern day LLMs.
Ejaaz:
Which I think summarizes this angst or discomfort that I feel internally.
Ejaaz:
I'm not going to read the entire thing, but he basically describes the lay of the land in numbers.
Ejaaz:
He goes, there are around 6 billion people in the world, which are roughly 75%
Ejaaz:
of the population that have barely come into contact with LLMs at all.
Ejaaz:
Maybe they know what Anthropic Urban Air is. They know what this chat GPT thing is.
Ejaaz:
Maybe they've written one prompt on the free version, but they don't really
Ejaaz:
care because it doesn't affect their lives seemingly to them right now.
Ejaaz:
And then one to two billion people, which is around 20% of the human population,
Ejaaz:
are casual and infrequent users of the free tier chat GPT like products.
Ejaaz:
So they use them as kind of like a Google search query.
Ejaaz:
It's a better version of Google, but they're not really using AI agents.
Ejaaz:
They don't really get the point of using coding for themselves,
Ejaaz:
even though AI coding applies to a lot more people than software engineers.
Ejaaz:
And to be honest, maybe we should make an episode on that at some point.
Ejaaz:
But the idea here is there's a jagged frontier. There's a gap.
Ejaaz:
There's wool being pulled over everyone's eyes as to how good these models actually are.
Ejaaz:
And that's the point that Carpathy he makes. He says there's 0.0006% of individuals,
Ejaaz:
5,000 people, that actually get access to internal models that aren't publicly released.
Ejaaz:
And the cognitive dissonance that these people are experiencing.
Ejaaz:
Is huge. Like the way I would think about it is, let me see how I would describe this.
Ejaaz:
For the entirety of humankind, intelligence and humans have been very closely interlinked.
Ejaaz:
That's because in order to get breakthroughs in intelligence or discover new
Ejaaz:
inventions and create new things, humans were the ones that were doing it.
Ejaaz:
Using our old noggins in here, using our own brains, our biological matter,
Ejaaz:
we had to think about things. We had to discuss, approach new perspectives and
Ejaaz:
try and figure out new ways to invent things.
Ejaaz:
So intelligence and humans were very closely interlinked.
Ejaaz:
And then computers came on the scene, right? And suddenly we could get access
Ejaaz:
to many different parts of information, but it was still humans.
Ejaaz:
Humans had to comprehend all this information. They could learn from each other. They could share.
Ejaaz:
And collectively that brought humanity and intelligence up even quicker.
Ejaaz:
So that intelligence curve kind of steeply increased, but humans were still
Ejaaz:
very much with that intelligence ceiling.
Ejaaz:
And then AI came on the scene in all of its artificial glory,
Ejaaz:
and that gap started to separate.
Ejaaz:
Intelligence started to increase as a ceiling, but humans weren't necessarily as close to it.
Ejaaz:
And recently, with all these breakthroughs in frontier math and discovering
Ejaaz:
things that humans couldn't actually figure out themselves for millennia.
Ejaaz:
Intelligence is starting to break through.
Ejaaz:
So I don't know if this analogy is still working, if you can see my hands,
Ejaaz:
but it's starting to accelerate really rapidly at a fraction of the cost that
Ejaaz:
it took humans to do. They can work 24-7 with all these AI agents figuring it out for us.
Ejaaz:
But the humans are falling drastically behind because we don't actually understand
Ejaaz:
the solutions and all these breakthroughs that the AI models themselves are making.
Ejaaz:
So we are at the same time creating the thing, but breaking away from it.
Ejaaz:
And those 5,000 people that,
Ejaaz:
Andre Kapathy talks about on this tweet here, are maybe the closest,
Ejaaz:
but even they are falling behind. That's the whole point of this episode.
Ejaaz:
We are creating these very powerful, artificial, intelligent models,
Ejaaz:
but we are at the same time losing the grasp of understanding what these things
Ejaaz:
are, both from an alignment perspective and just from a solutions perspective.
Ejaaz:
It's all a very weird world. I wanted to create this episode because honestly,
Ejaaz:
I'm trying to figure this all out myself and you guys that are listening to
Ejaaz:
this that have listened to our episodes forever
Ejaaz:
have always given me really good perspectives so let me know in the comments
Ejaaz:
dm me my socials are all linked before but it's just a very interesting and
Ejaaz:
weird time i have no idea where all of this ends up if this sounds too doomer
Ejaaz:
i promise you that's not actually how i think but i need to call the trends
Ejaaz:
as i see them happening because these stories all exist in their silos and it's
Ejaaz:
important to kind of bring them together and give them all layered and nuanced
Ejaaz:
take as to how all of this is playing out.
Ejaaz:
But anyway, that is the episode. Thank you so much for listening.
Ejaaz:
Yeah, I am still going to be in Japan for the next seven days.
Ejaaz:
I want to keep doing this. We want to keep doing this because I don't know,
Ejaaz:
there's just so much fun stuff happening.
Ejaaz:
There's so many important advancements happening and I want to keep informing
Ejaaz:
the audience and sharing my takes. So I am still working on my whole demeanor
Ejaaz:
around this whole thing.
Ejaaz:
I am, you know, sitting in front of a camera. I don't have a co-host to talk
Ejaaz:
to right now, but I'm enjoying it a lot.
Ejaaz:
I am kind of growing into it a bit. I'm trying to figure this all out.
Ejaaz:
So your feedback, which many of you have provided is very helpful. Keep doing it.
Ejaaz:
And yeah, I will see you on the next one. Thank you for listening to today's
Ejaaz:
episode brought to you by Qualcomm.