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.
Hey there,Back from the dead. Was only down for around 5 days this time. Definitely going to have to re-think my conference strategy going forward, though.Hope you have a great week!In this episode: 🧠 The Right Amount of Trauma: Nurturing high-performers
Universal Business Components: AI’s business takeover
🦈 North Korean ReconShark: New global cyber threat
Apple’s Brazil production: Diversifying from China
NYPD’s AirTag advice: Protect your car
US dollar losing reserve currency status
🤖 IBM’s hiring pause: AI and automation’s impact
World Economic Forum: Job disruption predictions
YouTube views: Half on TV
GenZ’s dumbphone trend: Reducing distractions
A Post AI Future for Humans: Local community model
The Self-checkout Tipping Anti-Pattern: Dark pattern or generosity? MY WORK The Right Amount of Trauma My look at how trauma seems prevalent in high-performers, and how we’re supposed to nurture something similar in our children without becoming monsters. MORE Universal Business Components (UBC) The first step in AI’s takeover of the business world is turning every aspect of a job into a digestable component. MORESECURITY NEWS North Korean threat actor Kimsuky has been found using a new reconnaissance tool called ReconShark in a global campaign. The tool is delivered through spear-phishing emails, OneDrive links, and malicious macros. ReconShark gathers system information for precision attacks. MORE Verified Twitter accounts spread misinformation about an imminent nuclear strike. Two drones struck the Kremlin and a number of Twitter accounts started saying that Russia was fueling up for a nuclear strike. This is why blue checks mattered in the past. Hopefully not many blue checks would have done this when they were for validated people with some sort of reputation, as opposed to now where it means you paid a fee. MORE Apple has started assembling iPhones in Brazil to continue diversifying production out of China. China tipped its hand too quickly and people are pulling out as quickly as possible. Now it’s a race to see if they can capitalize on their advantages before the world ostracizes them. Or at least the countries that are able to. MORE
Sponsor
Turbocharge Your Business Growth with Streamlined Security Compliance
Discover Vanta, the game-changing automated compliance platform that empowers your business to scale and flourish, leaving behind tedious spreadsheets and never-ending email chains.
With Vanta, you can:
Automate up to 90% of compliance for SOC 2, ISO 27001, GDPR, HIPPA, and more – become audit-ready in weeks, not months!
Save hundreds of hours of manual labor and slash compliance costs by up to 85%
🛡️Leverage a single platform for continuous control monitoring, security posture reporting, and seamless audit readiness.
Don’t miss out! Watch Vanta’s captivating 3-minute demo and unlock the secret to accelerated business growth today.
vanta.com/downloads/3minutedemo
The NYPD says you should buy AirTags to protect your car from thieves. They even handed 500 of them out to New Yorkers. Sad times when crime is so bad that prevention isn’t an option, so the messaging basically becomes ‘use something so you can find your car after it’s stolen’. MORE The US dollar is rapidly losing its status as the world’s reserve currency. Multiple governments have moved off of the dollar recently, and the percentage of reserves now sits at 58% vs. 73% in 2001. MORETECHNOLOGY NEWS IBM plans to pause hiring for positions that could be replaced by AI and automation in the next five years. Krishna, the CEO, said he could easily see 30% of back office / non-customer-facing roles getting replaced in that timeframe. MORE The World Economic Forum says nearly 25% of jobs will be disrupted in the next five years. REPORT Sam Altman, the CEO of OpenAI, says the remote working experiment has failed, and that if you want make new products you need to be in the office. He said the tech just isn’t there yet to do remote in an immersive way. I think he’s right, but I don’t like it. MORE Nearly half of all YouTube views in the US are done on a TV. MORE Discord is migrating usernames to a Twitter-like format. No more number prefixes; now it’ll be an @ symbol and your unique username. You’ll get a full-screen prompt when it goes live for you. MOREHUMAN NEWS California keeps wasting its annual runoff water by refusing to build a capture mechanism. Meanwhile it keeps pulling from the Colorado River. MORE The James Webb Space Telescope detected water vapor around a distant rocky exoplanet, GJ 486 b, which could indicate the presence of an atmosphere. However, the water vapor might also be coming from the host star, so scientists are working to confirm it. MORE GenZ are buying dumbphones to reduce distractions. But only as a second phone. MOREIDEAS & ANALYSISLocal Models Are Where It’s At If you’re dabbling in AI to any degree, you should be thinking about local models as well. OpenAI and Hugging Face are about to be two players on a vast field. Local models have some serious advantages, including a lack of resource limits imposed by a company, and the ability to create stuff that centralized companies might disallow. If you want to write the latest erotic romance novel for example, you’re going to have trouble doing that with OpenAI or any other commercial offering. Or maybe you want to make content that’s embarrassing, and you don’t want it associated with your account. For businesses the case is even stronger, as once they start implementing SPQA for their own data they’ll want to have the freedom to do it their way, on their own machines. Some will still use cloud/outsourced options, but some will demand to do it internally. Expect some of the main competitors for OpenAI and Google and Meta to be open-source in addition to big companies. WE HAVE NO MOAT MEMOA Post-AI, SolarPunk Future for Humans I get asked a lot these days what I see as an ideal outcome for humanity. Especially given the rise of AI and automation. Robotics will make it even worse. The question I get is what could a possible good future even look like? I think there are multiple options, each with varying levels of likelihood and distance in the future. But the one I think is most healthy, and most ideal, assuming we don’t modify ourselves to have completely different wants and needs, is something like a local community model. It’s super high-tech, but the tech is largely INVISIBLE. It’s tech designed to serve human communities, not the other way around. I asked on Twitter and finally found the best example I’ve ever seen of this. It’s wonderful. In unrelated news I really want a yogurt. MOREThe Self-checkout Tipping Anti-Pattern Something nefarious is going on with tipping. Specifically, the kind where you’re made to look like an asshole if you decline to while paying for a coffee on an automated terminal. The scenario is that you’re being observed by a young cashier, and you’re presented with tipping options. At the bottom of the screen there’s a “click here to declare you’re a horrible human being” button. And she’s watching you. So yeah, I regularly end up paying like $9 for a boba tea. I’m of two minds here. 1) this is a dark pattern of manipulation, and I should resist. 2) shut the fuck up, you make a lot of money and she doesn’t, so pay the tip. I’ve thus far sided with #2. How about you? MORENOTES I have my web app up and running for my AI services platform. Super exciting. Really enjoying this week’s UL book club book, Chip War. Invaluable education on the current situation with TSMC, China, etc. Looking forward to this month’s mid-month meetup on AI. See you all there! I finished Picard Season 3 while I was sick. One of the most emotional times I’ve ever had watching a TV show. STTNG hits me in the soul. I grew up on it. The version of the world it represents has shaped me as a person, and Picard himself shaped me as a leader and as a person. Seeing the crew back together, and the way they executed the season, it was just amazing. Like ‘arms in the air cheering’ level. Loved it. If you like STTNG and you haven’t seen this, here’s what you do. Watch it with a friend who also loves STTNG. Use SharePlay, or do it in person. Trust me, it’s worth it. DISCOVERY HackAPrompt — A CTF based on hacking large language models. MORE Cloudflare Radar — A worldwide pew-pew map thingy, but for networking health. MORE Pandas AI — A Python library that adds AI to Pandas. MORE Vim Keybindings Everywhere — A massive list of the various places you can use Vim keybindings. MORE Building a Red Team infrastructure in 2023. MORE CodeThreat AI Assistant — A static analysis tool that uses OpenAI to provide fix suggestions, taint flow explanations, and possible attack scenarios. MORE Yuval Harari says AI could create new religions that control humans. I’d love to read more about it but I’m not subscribing to the Times. The concept alone is worth the inclusion, though. MORE Open Llama — An open-source reproduction of Meta’s LLaMA LLM. MORE Implementing LangChain in 100 lines of code. MORERECOMMENDATION OF THE WEEK Remember that there are possible good worlds on the other side of AI taking most jobs. Many of them. But one of the best ones is the idea of returning to local farms, local communities, and local life. Cities would still be fun, but life would be mostly about people. Not the climb. Not the status. But people. And we’d spend our time working on things. Getting our hands dirty. Striving. Creating art. Cultivating land. Growing food. Exchanging it for other things of value. I’m not saying this is likely, and it certainly isn’t any time soon. But it’s possible. And if it appeals to you then that’s what you should be pushing for in all this. That is a better life than working at a MANGA company so you can hopefully afford a house when you’re 43. Tech can reduce our humanity, or we can use it to magnify it. Let’s do the latter. APHORISM OF THE WEEK
“Technology is a useful servant but a dangerous master.”
