SECURITY | AI | PURPOSE
UNSUPERVISED LEARNING is a publication about upgrading to thrive in a world filled with AI. It’s authentic concepts, evaluation, psychological fashions, frameworks, and tooling to arrange you for the world that’s coming.
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My remaining evaluation on the 2024 US Election. MORE POLITICAL
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Actually wish to change to
nushellnevertheless it seems extremely sophisticated and I don’t wish to use this optimization as an excuse to not do different work. LOVE the concept of output as information although. Undoubtedly heading this course quickly. NUSHELL
SECURITY
Chinese language army researchers have supposedly used Meta’s Llama AI mannequin to develop a protection chatbot referred to as ChatBIT, which is just about precisely what folks like me have been anxious about with open-source AI. MORE
There’s an apparent tradeoff of dangers right here. On one hand, you have got massive mannequin distributors hoarding all of the IP and changing into EvilCorps, and however, we open supply the intelligence that our enemies use to assault us. Or if it’s ASI finally, possibly worse.
I’m actually agnostic on this proper now. The main points matter rather a lot in deciding which is healthier, and the state of affairs and calculus change continually. However I feel I lean in direction of not open-sourcing one of the best fashions like Llama 3 405B, Llama 4, and many others.
It’s been attainable to trace the actions of world leaders like Joe Biden and Donald Trump by their bodyguards’ exercise on Strava. French newspaper Le Monde discovered that some US Secret Service brokers use the app, revealing delicate areas like a San Francisco resort the place Biden met Xi Jinping. MORE
LastPass is warning customers about scammers selling a pretend assist quantity by 5-star opinions on its Chrome extension. The quantity, 805-206-2892, leads callers to a website the place they’re tricked into downloading a distant assist program that’s really malware. MORE
5 Tricks to Battle AI Safety Danger
Do you know most AI safety dangers fall into 4 main classes? Adversarial assaults, mannequin inversion assaults, information poisoning, and mannequin theft. Given these dangers in AI programs, what’s the greatest option to safe them?
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AI dangers and greatest practices for mitigation: Perceive the threats and how one can sort out them.
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Safeguarding your AI growth pipeline: Learn the way AI-SPM can defend your AI initiatives.
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Utilizing AI to energy safety: Uncover how AI can improve your safety operations and incident response.
Researchers used the brand new real-time API in ChatGPT-4o to create voice-based monetary scams like financial institution transfers and credential theft with success charges between 20-60%. MORE
Cisco Talos discovered 5 out-of-bounds vulnerabilities in NVIDIA’s shader processing and eleven in LevelOne routers. MORE
Okta has patched a difficulty the place you possibly can login and not using a password in case your username was over 52 characters. Jesus. How had this by no means been hit by all of the testing they need to undergo? MORE
The US has charged Russian nationwide Maxim Rudometov for growing the RedLine infostealer after they gained full entry to the malware’s supply code and infrastructure. MORE
The U.S. army has made its first confirmed buy of OpenAI merchandise for AFRICOM, marking a major step in OpenAI embracing the adoption of AI into nationwide safety. MORE
Bellingcat has geolocated the location the place Hamas chief Yahya Sinwar was killed by the IDF in southern Gaza. Utilizing IDF movies and pictures, the placement was pinpointed to Gaza’s Tal as-Sutlan space at coordinates 31.3055, 34.2467. Key visible markers included a gazebo, a purple constructing, and a white residential tower. MORE
AI/TECH
SearchGPT is now out there to exchange Google with OpenAI net search. That is principally OpenAI’s alternative for Google. I’ve switched to it as my essential approach of doing search. It’s vastly higher than both Google or Perplexity for many of my use instances. MORE
Large week for OpenAI as a result of now you can speak to your ChatGPT app on Mac/Home windows as nicely. That is enormous as a result of a lot of AI development at this level is about the convenience of on the spot use somewhat than simply the intelligence of the fashions. MORE
Google’s AI is now producing over 1 / 4 () of its new codewhich engineers then overview and settle for. MORE
Um, this entire AI factor began like 2 years in the past. And Google is utilizing it to generate over 1 / 4 of its code. Think about what this might be in 2 extra years.
I can’t categorical to you ways a lot you have to turn out to be all of those if you wish to be employed / employable going ahead.
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Thinker / Creator
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Product Supervisor
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Developer (AI Augmented, after all)
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Gross sales / Advertising and marketing skilled (AI Augmented, after all)
These are all merging. It’s all one factor. It’s simply referred to as being within the workforce.
You’ve got to have the ability to give you concepts, implement them, after which get them to market. Full cease. That is the work facet of Human 3.0.
Hamel Husain shares insights on organising LLM-as-a-judge programs to judge AI outputs successfully. He highlights frequent pitfalls like unmanageable metrics and arbitrary scoring, and introduces “Critique Shadowing” to streamline evaluations. MORE
Meta is utilizing over 100,000 Nvidia H100 AI GPUs to coach Llama-4. MORE
Microsoft’s GitHub is not unique with OpenAI, now integrating Anthropic and different fashions. MORE
Meta is growing its personal AI-powered search engine to scale back reliance on Google and Microsoft. So joyful the search house is getting blown open! Individuals are uninterested in pages of adverts, and the world is adapting. MORE
Ghost jobs are pretend job listings which might be irritating tech staff, particularly in California. A 2024 survey discovered 81% of recruiters admitted to posting these adverts, usually to gauge worker replaceability or create an phantasm of stability. MORE
DecartAI’s Oasis world mannequin is a brand new AI-powered Minecraft clone that runs and not using a sport engine. It’s rendered on the fly utilizing AI. MORE
Dropbox is shedding 20% of its workforce, slicing 528 jobs resulting from slowing development. I don’t see how this might have gone some other approach. All essential platforms can have cloud storage, and it’ll get more durable and more durable to compete with them over time. Appears pure. MORE
Claude can now view pictures inside a PDF, increasing its capabilities past textual content. MORE
There is a surge in “national-interest startups” in Silicon Valley, specializing in tech that advantages the US instantly. These corporations, a part of a pattern referred to as American Dynamism or New World, are engaged on initiatives in aerospace, important infrastructure, and authorities sectors. MORE
Google is including a Google Dwelling extension to the Gemini app, letting you management your sensible residence with pure language prompts like “Set the eating room for a romantic date evening.” MORE
Tremendous enthusiastic about this. And we’re seeing the identical promise (hopefully) with ChatGPT integration with Siri. Principally we’d like actual AI in these residence automation programs. There are dangers although, so it must be performed rigorously.
HUMANS
Warren Buffet is promoting Apple and BofA and going HEAVY into money. Query: What does he see that we don’t? MORE
I’ve been monitoring lots of evaluation on this and I preserve listening to that you just don’t wish to be in money due to inflation. Which implies he sees one thing that’s going to harm equities much more?
Analysis says beginning a enterprise would possibly really cut back stress. Entrepreneurs report decrease stress ranges, higher well being, and extra significant careers in comparison with conventional workers. MORE
That is all very Human 3.0 as nicely. They’ve much less stress as a result of they’ve a imaginative and prescient for how one can clear up an issue, they usually’re pursuing it—which is among the facilities of happiness.
Observe: Being a founder may also be extraordinarily hectic as nicely. However it’s a unique form of stress when you imagine within the mission versus being at a random firm being tossed round by fool center managers.
Somebody sequenced a genome in simply 24 hours utilizing a tool plugged into their laptop computer. Means completely different than the 90s when the Human Genome Mission value billions and took years. MORE
A examine discovered that even minor dehydration (lower than 1% physique mass loss) can negatively affect cognitive features like reminiscence and a spotlight. MORE
A examine discovered that sleep regularity is a stronger predictor of mortality threat than sleep length. MORE
NASA’s Voyager 1 needed to change to a backup radio transmitter that hasn’t been used since 1981 resulting from latest communication points. Labored positive. However iOS 18 is tremendous buggy. MORE
A brand new US rule now mandates automated refunds for canceled or considerably delayed flights, so no extra begging airways in your a reimbursement. MORE
Vegetation use air gaps between their cells to scatter mild, serving to them decide its course and develop towards it. MORE
IDEAS
DISCOVERY
Add examine.new in entrance of any YouTube Video and open a chat with the video! MORE
Wasp Flamethrower Drone Attachment — This drone equipment allows you to connect a flamethrower to your drone, providing a 25ft vary and a 1-gallon gasoline capability for 100 seconds of firing time. MORE
vim-medieval — This Vim plugin allows you to consider code blocks instantly inside Markdown recordsdata. By utilizing the :EvalBlock command, you may execute code and even redirect output to different blocks for a type of literate programming. MORE
Vector databases are the fallacious abstraction MORE
Prompts are Applications MORE
My put up on how one can repair WiFi Roaming in Ubiquiti MORE
Brendan Gregg has launched AI Flame Graphs, a brand new device for visualizing AI mannequin efficiency and useful resource utilization. MORE
Do Onerous Issues Fastidiously MORE
Pimp My Man — This text explores enhancing the expertise of utilizing man pages by altering the default pager. The creator suggests utilizing bata Rust-based device that gives syntax highlighting, as a alternative for much less. Alternatively, neovim can be utilized for individuals who choose a colour scheme, although it might be slower resulting from plugin loading. MORE
export MANPAGER='nvim +Man!'Transformer Explainer — This device from the Polo Membership of Knowledge Science at Georgia Tech visually breaks down how Transformer fashions like GPT-2 course of textual content. MORE
Rachel modified her thoughts on worker metrics. MORE
Make It Your self — A digital e-book that includes over 1000 DIY initiatives from inventive minds worldwide. Every challenge hyperlinks to its authentic website, providing all the main points you have to make it your self. MORE
Drakkenheim Maps — A Reddit consumer, AcrobaticLanguage517, has shared a set of 104 AI-generated maps for Drakkenheim, a setting for Dungeons & Dragons. MORE
lynx.boo — A minimalist web site for sharing all of your hyperlinks. Simply enter your username, click on “Edit/Create,” and also you’re set. You possibly can replace your hyperlink web page anytime by visiting /yourusername/edit. MORE Title: Present HN: A minimalist (brutalist?) web site for sharing all of your hyperlinks
Textcasting — A brand new method that brings the philosophy of podcasting to textual content, permitting for a extra participating and serialized studying expertise. MORE
Sci-fi books that you could be by no means have heard of, however undoubtedly ought to learn MORE
When you’re coding or working with spreadsheets all day, take into account an 8K TV as an alternative of a number of displays. An 8K TV provides higher picture high quality and determination, and might double as a 4K 120 Hz gaming display screen. MORE ← I preserve eager about this. Soooon.
RECOMMENDATION OF THE WEEK
My two favourite debaters on reverse sides of the election.
APHORISM OF THE WEEK
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Let every little thing occur to you: magnificence and terror. Simply preserve going. No feeling is remaining.
Maria Rilke
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Azeem Rajpoot, the author behind This Blog, is a passionate tech enthusiast with a keen interest in exploring and sharing insights about the rapidly evolving world of technology.
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