SECURITY | AI | MEANING :: Unsupervised Learning is my continuous stream of original ideas, story analysis, tooling, and mental models designed to help humans lead successful and meaningful lives in a world full of AI.

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Hey there!

Was super cool meeting up with folks at Blackhat and DEFCON, and getting to meet people like Dhruv at my Recon Village talk.

Now back from Vegas. Sick, as expected. But not bad at all.

Worth it!

The highlight of my 6 months in Vegas was—without question—our in-person UL Dinner. 20-something members all together, talking for 2 hours. Most importantly I got to meet Tim Leonard for the first time. Tim is one of the centerstones of the UL community, and we’ve become good friends over multiple years but never met. Was so great to fix that.

🤯 Ok, TONS OF STORIES to share this week, so it’s going to be kind of a giant DISCOVERY section type of vibe.

Actually, so much so that you might as well just click this button now.

Let’s go…

MY WORK

Lots in the queue…

SECURITY

Since 2018, 138 legal firms globally have confirmed ransomware attacks affecting 2.9 million records. MORE

Thousands of hackers and security pros gathered at Black Hat and Def Con 2024 to share the latest in security research. Highlights included hacking Ecovac robots to spy on owners, Jon DiMaggio doxing the LockBit ransomware leader, and Samy Kamkar's laser microphone that can hear keyboard taps. Other notable research showed how prompt injections can trick Microsoft Copilot and how Vangelis Stykas saved six companies from ransomware by exploiting flaws in leak sites. MORE

CISA appointed Lisa Einstein as its first Chief Artificial Intelligence Officer to advance cybersecurity efforts in using AI responsibly. MORE

Checkmarx researchers found an infostealer campaign targeting Raydium and Solana blockchain users by spreading malicious PyPi packages through StackExchange answers. MORE

A new Android trojan called BlankBot is targeting Turkish users by posing as utility apps and tricking them into granting permissions. BlankBot can log device information, steal sensitive data, and perform custom injections. MORE

A critical security bypass vulnerability (CVE-2024-6242) has been found in Rockwell Automation ControlLogix 1756 devices, allowing attackers to execute CIP programming and configuration commands. MORE

Here’s a 7-stage roadmap for ramping up in AWS pentesting, starting with solving Red Team labs and progressing to automating exploits for CTFs and building secure AWS environments with CloudSLAW. MORE

An argument to use secure guardrails instead of traditional “shift-left” gates. Secure guardrails integrate directly into developer workflows, offering autofixes or advice that aligns with organization policies while empowering developers to write more secure code. MORE

2.7 billion personal records, including Social Security numbers, were leaked from National Public Data on a hacking forum. MORE

A Chinese hacking group named StormBamboo compromised an ISP to inject malware into software updates by exploiting insecure update mechanisms. MORE

A Russia-linked group used a car-for-sale phishing lure to target diplomats with a Windows backdoor called HeadLace. MORE

China-linked hackers known as Evasive Panda compromised an ISP to push malicious software updates to target companies in mid-2023. MORE

INTERPOL recovered over $40 million stolen in a BEC attack on a company in Singapore using a global stop-payment mechanism. MORE

Tavis Ormandy has dissected the CrowdStrike incident, providing a detailed analysis of the vulnerabilities exploited and the attack vectors used. MORE

The U.S. is planning to ban Chinese software in autonomous and connected vehicles due to national security concerns. MORE

Federal prosecutors have indicted North Korean hacker Rim Jong Hyok for ransomware attacks on American health care facilities, using the proceeds to fund espionage against U.S. military and defense contractors. MORE

Trail of Bits performed an audit of the popular macOS package manager, Homebrew and found several issues in the brew CLI that could allow for unsandboxed, local code execution. MORE

The White House is launching a new office under the Department of Homeland Security to study and secure open source software in critical infrastructure. MORE

Former President Trump's campaign confirmed it was hacked, with Microsoft attributing the attack to Iranian cyber-enabled influence operations. MORE

NCC Group researchers found vulnerabilities in Sonos smart speakers that allow remote code execution and potential eavesdropping. Sonos has patched these vulnerabilities, so updating your drivers is recommended. MORE

Some researchers deployed canary tokens (fake AWS credentials) in public online locations to study threat actor behavior. MORE

Russian drones are using fiber-optic cables to avoid radio jamming, a surprising twist in drone warfare. MORE

China is stockpiling critical resources like lithium, copper, and food in preparation for potential conflicts and economic disruptions, especially with the possible return of Trump and his unpredictable policies. MORE

AI / TECH

AI agents that perform tasks instead of humans are closer than we think. According to Capgemini, by 2025, AI-powered agents will be working together to resolve issues in a multi-agent system. They believe these agents will handle everyday tasks. MORE

Cisco's new State of Industrial Networking Report highlights that AI and cybersecurity are the top investment priorities for industrial organizations. MORE

The FCC has proposed new regulations requiring AI-generated voice calls to disclose their artificial nature at the beginning of calls. Cool, but how do you enforce it? MORE

Uber's Q2 results emphasized its growing AV segment, highlighting a 6x rise in autonomous trips year-over-year and partnerships with AV leaders like Waymo and Alphabet. MORE

A bunch of AI startups that raised billions last year are now struggling and looking to Big Tech for bailouts. A lot of people are saying this is the end of AI hype, and that it’s about to crash now. I think they’re very wrong. Those companies will pop, but that has nothing to do with the actual trend. MORE

Meta is reportedly offering millions to celebrities like Awkwafina, Judi Dench, and Keegan-Michael Key to use their voices in upcoming AI projects. MORE

OpenAI guarantees structured outputs in API responses with the latest version of GPT-4o, which now follows the provided schema with 100% accuracy and is 50%/33% cheaper for inputs and outputs. MORE

Microsoft and Palantir have partnered to deliver advanced AI, including GPT-4, and analytics capabilities to U.S. Defense and Intelligence agencies through classified cloud environments. Palantir is a bit radioactive, so I won’t be surprised if this gets a lot of hate / scrutiny. MORE

AWS Bedrock has achieved FedRAMP High authorization, allowing GovCloud users to access managed LLMs. MORE

Sam Altman posted a seemingly innocent picture of strawberries on X, sparking rumors about a new OpenAI foundation model codenamed "Strawberry." Seriously good marketing. MORE

OpenAI just led a $60M funding round for Opal, a startup making high-end webcams. This is fascinating. Like what else is going on there? MORE

Snowflake is looking to boost its revenue by partnering with Canadian AI model developer Cohere. Data + AI? Who knew? MORE

Anduril Industries, the AI weapons startup founded by Palmer Luckey, is now valued at $14 billion after a recent funding round. MORE

WeRide, a Chinese autonomous vehicle startup, is gearing up for a U.S. IPO by registering 1 billion American Depository Receipts (ADRs) at $0.05 each, totaling $50 million. I’m very much pro-competition, but I’d much rather support Tesla, Waymo, Uber autonomous vehicles than a Chinese version. I think we should actively ban them from operating here if they try to. MORE

YouTube is testing a new feature called Brainstorm with Gemini, which integrates Google Gemini to help creators brainstorm video ideas, titles, and thumbnails. MORE

Anthropic is expanding its bug bounty program to crowdsource security for its AI safety systems. MORE

Cloudflare is rolling out Automatic SSL/TLS to enhance security between Cloudflare and origin servers without manual configuration. MORE

Groq just raised $640M in a Series D round to meet the growing demand for fast AI inference, bringing their valuation to $2.8B. MORE

Billions of dollars in venture capital are pouring into defense-tech startups, with a focus on futuristic, AI-enabled weapons. MORE

X (formerly Twitter) is reportedly shutting down its San Francisco office in the next few weeks. It’s moving to the South Bay. MORE

China's total wind and solar capacity has now surpassed its coal capacity, according to Rystad Energy. MORE

The NFL is rolling out facial recognition tech from Wicket across all 32 teams to streamline and secure credentialing for staff, media, and fans. MORE

The "Experts Roundtable" Prompt simulates a consulting session with top experts, helping you make important decisions for free. MORE

Alex Plescan shares his journey from iTerm 2 to WezTerm, highlighting the terminal's powerful API and Lua-based configuration. I might be switching from Kitty myself. We’ll see. MORE

iOS 18 expands its ambient noise lineup with two new sounds: Fire and Night. We sleep with Ocean quite a bit. MORE

HUMANS

Dell just laid off around 12,500 people, which is about 10% of its workforce. MORE

The US wrapped up the Paris 2024 Olympics with 40 gold medals, tying China for the most golds but leading the overall medal count with 126. The women's basketball team clinched the final gold by narrowly defeating France, marking their eighth consecutive Olympic gold. MORE

Poetry was an official Olympic event for nearly 40 years, starting with the 1912 Stockholm Games, where Pierre de Coubertin's "Ode to Sport" won the first gold medal. MORE

Ukrainian forces have advanced 9 miles into Russia's Kursk Oblast, marking their largest incursion since the war began. MORE

The U.S. is ramping up its military cooperation with Japan in response to rising tensions with China. MORE

Putin has signed a new law that requires bloggers with over 10,000 subscribers to register with Roskomnadzor (RKN) and provide their information. MORE

A Russian chess player, Amina Abakarova, allegedly tried to poison her opponent, Umayganat Osmanova, with liquid mercury during a tournament in Dagestan. MORE

Russia's deep-cover spies, known as "illegals," live under false identities for years, infiltrating target regions and building complete false lives. Like the Americans! Best spy show ever, maybe. MORE

Some companies are using return-to-office mandates to make employees quit, and it’s causing higher-than-expected attrition rates, especially among women and underrepresented groups. Remember what we’ve been saying: companies want all-in cult members. Lower head count is a good thing for them. MORE

Curtis Yarvin, a far-right thinker, has been gaining influence among Silicon Valley's extreme factions, including billionaires Peter Thiel and Marc Andreessen. MORE

The Anatomy of Brainwashing dives into the psychological mechanisms behind brainwashing, exploring how techniques like isolation, repetition, and emotional manipulation can alter a person's beliefs and behaviors. MORE

Susan Silk and Barry Goldman introduce the Ring Theory, a method to help people avoid saying the wrong thing during a crisis. MORE

Andrej Karpathy tweeted that Reinforcement Learning from Human Feedback (RLHF) is only marginally related to actual reinforcement learning. MORE | Comments

Private-equity firms taking over hospitals leads to significant asset stripping, reducing the facilities' ability to care for patients, according to a study by UCSF, Harvard Medical School, and CUNY. MORE

🔭 Set your alarm for 4:00 A.M. on August 14 to catch a rare celestial event: Mars and Jupiter will appear as a double star in the sky, and you might also see some Perseid meteors. MORE

Nepal is deploying DJI drones to transport garbage from Everest, aiming to reduce the risks Sherpas face in the dangerous Khumbu Icefall. MORE

IDEAS

One of my favorite AI/Cyber ideas from my friends Joel Parish and Gabe Bernadette-Shapiro:

lol

DISCOVERY

Huntsman - Helps you gather email addresses, generate usernames, and validate context using popular services like hunter.io, snov.io, and skrapp.io. MORE

"Don't model the problem" is a video that explores an alternative approach to programming by focusing on solving problems directly rather than creating complex models. MORE

The real "Wolf of Wall Street" sales script. MORE

Git-metrics — Lets you attach, replace, or remove metrics for a given commit directly within your Git repository. MORE

Prompt Airlines is an AI Security CTF with 5 levels of increasingly difficult challenges, aiming to manipulate an AI chatbot to get a free airline ticket. MORE

Dioptra is a software test platform for assessing the trustworthy characteristics of AI, ensuring it is valid, reliable, safe, secure, resilient, accountable, transparent, explainable, interpretable, privacy-enhanced, and fair with managed harmful bias. MORE

urlhunter is a recon tool that enables search on URLs exposed via shortener services like bit.ly and goo.gl. MORE

Figure 02 – Figure has released its newest humanoid robot with enhanced intelligence and a sleeker design. MORE

Neighborbrite — Get instant landscaping inspiration for your yard. MORE

LangGraph Engineer — This alpha version agent helps bootstrap LangGraph applications by creating the correct nodes and edges, but leaves the logic to you. MORE

TrailShark – A tool that integrates AWS CloudTrail logs with Wireshark for real-time analysis of API calls. MORE

AWS Reasonable Account Defaults – A CloudFormation template to create reasonable account defaults around Cost Surprise Alerting. MORE

WireGuard-rs – There's now an official Rust implementation of WireGuard, which promises to bring the same secure VPN capabilities with the added benefits of Rust's safety and performance features. MORE

Developing CLIs — A detailed guide on building Command Line Interfaces (CLIs) using Go, focusing on best practices and practical tips. MORE

"Go is my hammer, and everything is a nail" explores the author's journey of using Go for almost every project, regardless of its suitability. MORE

Things I've Learned Building a Modern TUI Framework — Will McGugan shares insights from developing Textual, a modern Text User Interface (TUI) framework. MORE

RECOMMENDATION OF THE WEEK

If / when you feel overwhelmed by content, remember what Riva Tez said on the to David Perell a long time ago:

In other words, use one or more of these techniques to clear your mind:

Then come back fresh and redo your inputs to make sure they’re not overwhelming and/or noisy.

Repeat in 6 months.

APHORISM OF THE WEEK