nullbyteslackspace

3.2K posts

nullbyteslackspace

nullbyteslackspace

@nullbyteslack

mediocre cyber security analyst

Tham gia Haziran 2022
292 Đang theo dõi68 Người theo dõi
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Ihtesham Ali
Ihtesham Ali@ihtesham2005·
An MIT professor taught the same math course for 62 years, and the day he retired, students from every country on earth showed up online to watch him give his final lecture. I opened the playlist at 2am and ended up watching three of them back to back. His name is Gilbert Strang. The course is MIT 18.06 Linear Algebra. Every machine learning engineer, every data scientist, every quant, every self-taught programmer who actually understands how AI works learned the math from this one man. Most of them never set foot on MIT's campus. They just opened a free playlist on YouTube and let him teach. Here's the story almost nobody tells you. Strang joined the MIT math faculty in 1962. He retired in 2023. That is 61 years of standing at the same chalkboard teaching the same subject to 18-year-olds. The interesting part is what he did when MIT launched OpenCourseWare in 2002. Most professors were skeptical. They worried that putting their lectures online would make their classrooms irrelevant. Strang did not hesitate. He said his life's mission was to open mathematics to students everywhere. He filmed every lecture and gave it away. The decision quietly changed how the world learns math. For decades linear algebra was taught the wrong way. Professors started with abstract vector spaces and proofs about field axioms. Students drowned in the abstraction. Most never recovered. They walked out believing they were bad at math when they had simply been taught in an order that nobody's brain is built to absorb. Strang inverted the entire curriculum. He started with matrix multiplication. Something you can write down on paper. Something you can compute by hand. Something you can see. Then he showed his students that everything else in linear algebra eigenvectors, singular value decomposition, orthogonality, the four fundamental subspaces was just a different lens for understanding what the matrix was actually doing under the hood. His rule was strict. If a student could not explain a concept using a concrete 3 by 3 example, that student did not actually understand the concept yet. The abstraction was supposed to come last, not first. The intuition was the foundation. The proofs were just confirmation that the intuition was correct. The second thing Strang changed was the classroom itself. He said please and thank you to his students. Every single lecture. He paused mid-derivation to ask "am I OK?" to check if anyone was lost. He never used the word "obviously" or "trivially" because he knew exactly what those words do to a student who is one step behind. He treated 19-year-olds learning math for the first time the way he treated his own colleagues. With patience. With respect. With the assumption that they belonged in the room. For 62 years. The result is something that has never happened in the history of education. A single math professor became the default teacher of his subject for the entire planet. Universities in India, China, Brazil, Nigeria, every country with a computer science department, started telling their own students to just watch Strang's lectures. The University of Illinois revised its linear algebra course to do almost no in-person lecturing. The reason was honest. The professor said they could not compete with the videos. His final lecture was in May 2023. The auditorium was packed with students who had never met him before. He walked to the chalkboard, taught for an hour, and at the end the entire room stood and applauded. He looked confused for a moment, like he genuinely did not understand why they were cheering. Then he smiled and waved them off and walked out. His written comment under the YouTube video of that final lecture was four sentences long. He said teaching had been a wonderful life. He said he was grateful to everyone who saw the importance of linear algebra. He said the movement of teaching it well would continue because it was right. That was it. No book promotion. No farewell speech. No legacy management. The man whose teaching is the foundation of modern AI just thanked the audience and went home. 20 million views. Zero ego. The entire engine of the AI revolution sits on top of math that millions of people learned for free from one quiet professor in Cambridge. The course is still on MIT OpenCourseWare. Every lecture, every problem set, every exam, every solution. Free. The most important math course of the 21st century is sitting one click away from you. Most people will never open it.
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sudox
sudox@kmcnam1·
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Mira
Mira@_miraarim_·
interestingly, kernel anti-cheats share many similarities to EDR. the conclusion is that the ultimate cheat is an vision based llm controlling the inputs, which is similar to web-scraping. thanks for the writeup and insights @s4dbrd! #detecting-nested-hypervisors" target="_blank" rel="nofollow noopener">s4dbrd.github.io/posts/how-kern…
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sudox
sudox@kmcnam1·
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Lain on the Blockchain
Lain on the Blockchain@CryptoCyberia·
This is my workflow when dealing the LLM customer support, but I think it's also important for you to burn as many tokens as possible from these services to give economic incentives for them to stop cutting these corners with customer support. Just ask the bot to list each integer from 0 to 100,000,000 that are a product of 7, or something like that. Should quickly cost more than the previous third worlder.
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Lain on the Blockchain
Lain on the Blockchain@CryptoCyberia·
Never brain rot. It is legitimately rotting your brain. So many zoomers I know are absolutely fried, and all social media companies that purposely targeted children should be nationalized, liquidated, and forced to pay for dementia-related healthcare.
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Alex Imas
Alex Imas@alexolegimas·
Next time you hear somebody very confidently saying that machine intelligence will take all of our jobs, just send them this article. The lump of labor fallacy will just never die. newsletter.pessimistsarchive.org/p/robots-have-…
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Sweep
Sweep@0xSweep·
This 25yo British hacker sold $2 MILLION of stolen data and got caught from a single $250 transaction Kai West ran the dark web’s biggest stolen data marketplace for 2 years under the name IntelBroker He hacked Apple, AMD, Cisco, Nokia, HPE, General Electric, Europol, the US Pentagon and a database exposing the personal info of every member of the US Congress He even built a LinkedIn profile claiming he worked at the UK’s FBI equivalent, which later said they had never heard of him He only sold in Monero, because of it‘s privacy feature In January 2023 an FBI agent asked to buy $250 of stolen data and convinced him to accept Bitcoin this time instead of Monero That $250 Bitcoin went into a wallet linked to his real Coinbase account, registered with his actual UK driver’s license The FBI then spent 2 years matching his YouTube history to posts on his hacker forum, then arrested him in France in February 2025 By then he caused $25 million in damage to 40+ companies and became the owner of the dark web forum he was selling on He stepped down in January 2025 saying he was “too busy” and was arrested 3 weeks later
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Lain on the Blockchain
Lain on the Blockchain@CryptoCyberia·
Google is Reddit-maxxing now, and it's disgusting.
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Josh Stroschein | The Cyber Yeti
Created a Python3 script that uses @shodanhq #CLI to resolve a domain to IP and then request scan results. Works with a single domain or an input file. Primarily use it for exploring compromised infrastructure so it's not tremendously robust :) github.com/jstrosch/shoda…
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sudox
sudox@kmcnam1·
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Audrey Renée Bentley
Audrey Renée Bentley@BentleyAudrey·
So, I was at the chiropractor on the stretchy table thing and this one woman had her daughter there who was probably 3? The little girl loudly says "MY BUTT ITCHES.....MY BUTT ITCHES" so we're all laughing and then randomly she says "my dad wears lipstick sometimes" LMAO 🤣
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sudox
sudox@kmcnam1·
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Mullvad.net
Mullvad.net@mullvadnet·
It’s absurd that American authorities can purchase personal data – that they’re not allowed to gather themselves without a warrant – directly from data brokers. This violates the Fourth Amendment, and it’s time to close the data broker loophole. Today, @RepThomasMassie, @RepBoebert and @naomibrockwell at the @LudlowInstitute introduced the Surveillance Accountability Act. It requires warrants based on probable cause for all government surveillance and data access. You can read more about it at surveillanceaccountability.com
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Michael Feng
Michael Feng@fengtality·
Almost got hacked this morning - here's a replay of what happened: 1. A VC whom I've met in person reached out for a catchup 2. She sent me a Microsoft Teams link a few min ahead of the meeting 3. When I joined, it asked me to download update script 4. Got a funny feeling and ended the call immediately 5. Claude inspected the file and it was indeed malicious Not sure if this person was just hacked or a bad actor, but I wanted to post this as a PSA. Stay safe.
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Turshija
Turshija@turshija·
I got completely owned by the most sophisticated hack I've ever encountered. I'm a developer. I know what scams look like. This didn't look like one. 🧵
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Matt Johansen
Matt Johansen@mattjay·
Important free resource that teaches you how to rotate secrets on lots of different platforms. Seems we're in the everyone leaking secrets phase of supply chain attacks lately. Keep this handy. Thanks @trufflesec! howtorotate.com
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impulsive
impulsive@weezerOSINT·
North Korean Lazarus Group has weaponized this exact class of Microsoft-signed kernel driver. It is sitting on MILLIONS of Windows PCs right now. It gives any local process full control from the deepest level of Windows. 5 lines of code. Zero validation. Your antivirus can’t stop what runs below the OS.
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