SECURITY | AI | PURPOSE
UNSUPERVISED LEARNING is a e-newsletter about upgrading to thrive in a world stuffed with AI. It’s authentic concepts, evaluation, psychological fashions, frameworks, and tooling to organize you for the world that’s coming.
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My remaining evaluation on the 2024 US Election. MORE POLITICAL
Actually wish to change to
nushellnevertheless it seems to be extremely sophisticated and I don’t wish to use this optimization as an excuse to not do different work. LOVE the thought of output as knowledge although. Undoubtedly heading this path 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 individuals like me had been fearful about with open-source AI. MORE
There’s an apparent tradeoff of dangers right here. On one hand, you have got huge mannequin distributors hoarding all of the IP and changing into EvilCorps, and alternatively, 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 small print matter lots in deciding which is healthier, and the state of affairs and calculus change always. However I believe I lean in the direction of not open-sourcing the most effective fashions like Llama 3 405B, Llama 4, and so forth.
It’s been attainable to trace the actions of world leaders like Joe Biden and Donald Trump by means of their bodyguards’ exercise on Strava. French newspaper Le Monde discovered that some US Secret Service brokers use the app, revealing delicate places like a San Francisco lodge the place Biden met Xi Jinping. MORE
LastPass is warning customers about scammers selling a faux assist quantity by means of 5-star opinions on its Chrome extension. The quantity, 805-206-2892, leads callers to a web site the place they’re tricked into downloading a distant assist program that’s really malware. MORE
5 Tricks to Combat AI Safety Danger
Do you know most AI safety dangers fall into 4 major classes? Adversarial assaults, mannequin inversion assaults, knowledge poisoning, and mannequin theft. Given these dangers in AI programs, what’s the greatest approach to safe them?
AI dangers and greatest practices for mitigation: Perceive the threats and sort out them.
Safeguarding your AI growth pipeline: Find out how AI-SPM can defend your AI initiatives.
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 problem the place you might 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 have to undergo? MORE
The US has charged Russian nationwide Maxim Rudometov for creating 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 crimson constructing, and a white residential tower. MORE
AI/TECH
SearchGPT is now accessible to exchange Google with OpenAI internet search. That is mainly OpenAI’s alternative for Google. I’ve switched to it as my major approach of doing search. It’s vastly higher than both Google or Perplexity for many of my use circumstances. MORE
Large week for OpenAI as a result of now you can speak to your ChatGPT app on Mac/Home windows as effectively. That is large as a result of a lot of AI development at this level is about the benefit of immediate use fairly than simply the intelligence of the fashions. MORE
Google’s AI is now producing over 1 / 4 () of its new codewhich engineers then evaluation 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 can be in 2 extra years.
I can’t categorical to you the way a lot you could turn out to be all of those if you wish to be employed / employable going ahead.
Thinker / Creator
Product Supervisor
Developer (AI Augmented, in fact)
Gross sales / Advertising and marketing knowledgeable (AI Augmented, in fact)
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 provide you with 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 establishing LLM-as-a-judge programs to judge AI outputs successfully. He highlights widespread 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 now not unique with OpenAI, now integrating Anthropic and different fashions. MORE
Meta is creating its personal AI-powered search engine to scale back reliance on Google and Microsoft. So blissful the search area is getting blown open! Persons are uninterested in pages of adverts, and the world is adapting. MORE
Ghost jobs are faux job listings which are irritating tech employees, 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 major platforms may have cloud storage, and it’ll get tougher and tougher to compete with them over time. Appears pure. MORE
Claude can now view photographs 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 straight. These corporations, a part of a pattern referred to as American Dynamism or New World, are engaged on initiatives in aerospace, essential infrastructure, and authorities sectors. MORE
Google is including a Google Residence extension to the Gemini app, letting you management your good residence with pure language prompts like “Set the eating room for a romantic date night time.” MORE
Tremendous enthusiastic about this. And we’re seeing the identical promise (hopefully) with ChatGPT integration with Siri. Mainly we want actual AI in these residence automation programs. There are dangers although, so it must be finished 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 numerous evaluation on this and I hold listening to that you simply don’t wish to be in money due to inflation. Which suggests he sees one thing that’s going to harm equities much more?
Analysis says beginning a enterprise may really scale 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 effectively. They’ve much less stress as a result of they’ve a imaginative and prescient for remedy an issue, and so they’re pursuing it—which is likely one of the facilities of happiness.
Be aware: Being a founder will also be extraordinarily traumatic as effectively. But it surely’s a unique sort of stress in the event 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. Method completely different than the 90s when the Human Genome Undertaking price billions and took years. MORE
A research discovered that even minor dehydration (lower than 1% physique mass loss) can negatively influence cognitive features like reminiscence and a focus. MORE
A research discovered that sleep regularity is a stronger predictor of mortality danger than sleep period. 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 effective. However iOS 18 is tremendous buggy. MORE
A brand new US rule now mandates computerized refunds for canceled or considerably delayed flights, so no extra begging airways to your a reimbursement. MORE
Crops use air gaps between their cells to scatter mild, serving to them decide its path and develop towards it. MORE
IDEAS
DISCOVERY
Add research.new in entrance of any YouTube Video and open a chat with the video! MORE
Wasp Flamethrower Drone Attachment — This drone equipment helps 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 helps you to consider code blocks straight inside Markdown recordsdata. By utilizing the :EvalBlock command, you possibly can 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 submit on repair WiFi Roaming in Ubiquiti MORE
Brendan Gregg has launched AI Flame Graphs, a brand new instrument for visualizing AI mannequin efficiency and useful resource utilization. MORE
Do Laborious Issues Rigorously 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 instrument that gives syntax highlighting, as a alternative for much less. Alternatively, neovim can be utilized for individuals who want a colour scheme, although it could be slower resulting from plugin loading. MORE
export MANPAGER='nvim +Man!'Transformer Explainer — This instrument from the Polo Membership of Information 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 artistic minds worldwide. Every undertaking hyperlinks to its authentic web site, providing all the small print you could make it your self. MORE
Drakkenheim Maps — A Reddit consumer, AcrobaticLanguage517, has shared a group 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 partaking and serialized studying expertise. MORE
Sci-fi books that you could be by no means have heard of, however positively ought to learn MORE
When you’re coding or working with spreadsheets all day, take into account an 8K TV as a substitute of a number of screens. An 8K TV presents higher picture high quality and determination, and may double as a 4K 120 Hz gaming display screen. MORE ← I hold fascinated by this. Soooon.
RECOMMENDATION OF THE WEEK
My two favourite debaters on reverse sides of the election.
APHORISM OF THE WEEK
❝
Let every little thing occur to you: magnificence and terror. Simply hold 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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