Unsupervised Learning
is a Security, AI, and Meaning-focused podcast that looks at how best to
thrive as humans in a post-AI world. It combines original ideas, analysis,
and mental models to bring not just the news—but why it matters, and how
to respond.
Hi!
So the coolest thing I’ve been doing this week is messing with my latest
iteration of life-integrated AI. This time in the form of OpenAI’s voice
option within the ChatGPT iOS app.
I now have what’s basically Samantha from the movie Her running on my iPhone, and I have it mapped to my iPhone 15 Action button and the double-tap
trigger on the back of the phone as well.

ᴅᴀɴɪᴇʟ ᴍɪᴇssʟᴇʀ ☕️
@DanielMiessler
Ok, this is insane.
OpenAI just added super-high-quality voices to ChatGPT, and you can now
start a 2-way conversation with iOS shortcuts!
Here’s what this lets you do, and how to set it up…
4:48 AM • Oct 19, 2023
153 Likes
31 Retweets
15 Replies
I changed three things in the ChatGPT app to make this work:
-
I told the system a bunch of stuff about me, like what I value, what I’m
working on, favorite books and such, and how to pronounce my last name. -
I told the system that I want it to behave exactly like Samantha in the
Movie Her. -
I had her (it, whatever, sheesh) use the Skyler custom voice,
which sounds very much like Scarlett Johansson in the movie! I
assure you that it’s too close to be an accident. NOTE: The Cove voice
sounds a lot like TARS from Interstellar.
I have now had multiple long and detailed conversations about AI, machine
learning, philosophy, and tons of other topics with this AI.
And it feels like you’re actually talking to a person! She delays,
has these natural “um”s, and even incorporates stuff I added to my profile
in her responses. Like she uses lots of analogies to music, for example.
This is the biggest HOLY CRAP moment I’ve had since ChatGPT came out last
year.
Seriously, go set this up. It’s insanely surreal, powerful, and useful.

SECURITY NEWS
ServiceNow has a built-in feature called Widgets that can be used to extract
data from records without authentication.
My buddy in Bug Bounty says he’s already gathering tons of really nasty
stuff like PII, internal docs, incident details, attachment names, and
more.
THE ORIGINAL RESEARCH
by
Aaron Costello
|
MY X THREAD WALKTHROUGH
Okta’s shares fell 11.5% after they reported that someone got into their
support system using stolen credentials and accessed client files that included valid Okta session tokens. Customer BeyondTrust said they saw the attack happen on October 2nd
when someone tried to use a token to create a super-admin account. MORE
|
OKTA’S WRITE-UP
?
Security is hard, so I’m not throwing shade here, but I wonder how
thoroughly these support workflows were looked at by their pentesters /
red team, etc. One technique I like to use when I look at a company is to
start with their most sensitive data and ask, “Which business processes
deal handle this data using which workflows?” And then map those as flows
with touchpoints. In this case that would have been customer session
tokens, and the business process would have included the support function.
And if a stolen credential was used to get into the support system, what
about password hygiene? And was 2FA not used? Still early though; we might
have more answers soon.
?
Security is hard, so I’m not throwing shade here, but I wonder how
thoroughly these support workflows were looked at by their pentesters /
red team, etc. One technique I like to use when I look at a company is to
start with their most sensitive data and ask, “Which business processes
deal handle this data using which workflows?” And then map those as flows
with touchpoints. In this case that would have been customer session
tokens, and the business process would have included the support function.
And if a stolen credential was used to get into the support system, what
about password hygiene? And was 2FA not used? Still early though; we might
have more answers soon.
Cisco’s IOS XE devices are under attack, with hackers exploiting a couple
of zero-days to deploy malicious implants. Over 40,000 devices have
already been compromised according to Censys and LeakIX, and Shodan shows
more than 146K vulnerable systems exposed to attacks. MORE
The FBI and DOJ is alerting the public that
North Korean IT workers have been secretly securing remote jobs in the US
using fake identities, funneling millions of dollars to fund North Korea’s ballistic missile
program. They’re advising companies to be very careful with identity
verification and internal monitoring.
MORE | MORE
Plastic surgery offices are getting hit by cybercriminals who are
using spoofed emails and phone numbers to extort surgeons and patients. They use scraped social media information to make their threats personal
and then reach out and demand a cryptocurrency payment to keep the data
secret.
MORE
?
I’ve wondered for a while now why private extortion networks aren’t a
bigger thing. Think ransomware ecosystems, but for
extortion/embarrassment. I’ve personally thought of multiple evil systems
(sorry, you can’t turn it off) that you could build to collect
embarrassing information from OSINT or breaches, and then make bank by
extorting victims on threat of public/professional disclosure. Two
questions: 1) why isn’t this happening, and 2) or maybe it is but it’s not
being talked about? Hint: Wayback Machine, Law Firms, Pharmacies
?SolarWinds Access Rights Manager (ARM) has been hit with three critical
remote code execution vulnerabilities. | Critical | CVE-2023-35182,
CVE-2023-35185, CVE-2023-35187 | 9.8 CVSS Score | MORE
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Security researcher Denis Simonov shows that Telegram can leak your IP
address if you add an attacker to your contacts and take their call due to
switching to peer-to-peer.
MORE
The U.S. is further controlling AI chip exports to China, aiming to plug the
loopholes that let some chips get through. I’m honestly surprised by how
aggressively Biden is controlling China’s AI ambitions.
MORE
|
MORE
TECHNOLOGY NEWS
The SEC Chairman is saying unchecked AI could cause a major financial crisis
in the next decade. He’s concerned about major financial institutions all
using the same AI models, leading to herd behavior and potentially
triggering a chain reaction in the market.
MORE
Google’s Project Green Light is using its massive traffic data from Maps to
give cities free, AI-optimized traffic signal timing suggestions that could
cut stop/starts by 30%.
MORE
I keep hearing/saying that tech layoffs are slowing down, but
layoffs.fyi
says they’re still going strong, with over 240,000 jobs cut so far in 2023.
That’s 50% more than the total for all of 2022.
MORE
Foxconn is under investigation in China. The authorities are conducting
tax audits and examining land use, as reported by various state media
outlets. MORE
HUMAN NEWS
The FBI says the murder rate in the US dropped 6.1% in 2022. The bigger
story, though, is that most people think murder and violent crime is at an
all-time high. MORE | MORE
The U.S. deficit effectively doubled in 2023 to $1.7 trillion. MORE
Stanford Medicine researchers have found that both ketamine and placebo
treatments can masively improve depression symptoms. The study reported a 50% drop in their depression severity scores just
one day after treatment. The crazy part? The benefits continued for two weeks, including for
those who received the placebo. MORE
NOTES
This House Porn account does the same thing to me as a bookstore. It makes
me want to be a better person—to up my game.
MORE
This live set from Daft Punk at Coachella 2006 is evidently one of the
sickest EDM live performances ever, and many people credit it with starting
the modern era of EDM shows. One thing I noticed they used a lot is negative
space to build up tension. Worth a listen for both musical and historical
reasons.
MORE
DISCOVERY
??? A recent Deepmind paper found that out of all the various prompt
techniques out there, the best one was:
Take a deep breath and work on this problem step-by-step. X POST
|
BLOG
|
THE PAPER
I’m updating all my stuff to this now!
The Deepmind Prompt Analysis Paper
⚒️ProjectDiscovery has released Nuclei v3, a major update to their flagship
tool that introduces a bunch of cool features, including: Code Protocol,
which lets you run trusted code across various execution engines, and the
ability to create complex, multi-step exploits. MORE
⚒️Prompts Royale takes your prompt, makes multiple better versions of it,
and then rates them based on how well they perform. MORE
| by
MEISTRARI
|
GITHUB
⚒️ MetaGPT takes a one-line requirement and outputs a full coding project
design and working code.
I’ve used this thing multiple times and it’s super impressive. It
produces near-agent-like output but in a single prompt. | by
Geekan |
GITHUB
⚒️Too Long lets you summarize any article.
MORE
⚒️Grayjay is a new app that lets you follow creators, not platforms.
MORE
How do you make people join radical movements?
MORE
AI Security Has Serious Terminology Issues, a short essay by my buddy
Joseph Thacker. Couldn’t agree more, and I think he covers it well.
MORE
How to get extreme detail out of DALLE-3 MORE
Silicon Valley’s latest trend is “T-Parties”, a gathering focused on
boosting testosterone levels in men. MORE
Almost half of EV owners, excluding Tesla, want to switch back to gas
cars. MORE
How to Die, by Seneca
MORE
Richard Feynman’s wonderful letter to his wife Arline, 488 days after her
death.
MORE
RECOMMENDATION OF THE WEEK
Be mindful not just of your time, but of your attention. You can live to 97,
but if aren’t paying attention to what matters, it can be like you died at
22.
CASE IN POINT
APHORISM OF THE WEEK
❝
If we believe absurdities, we shall commit atrocities.
Voltaire
Thank you for reading! And if you know someone who’d like UL, please share
it with them below!
Best,




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