Noob Programmer | Exploring AI/ML & Medicine | Anime | That guy who used to sit on the last bench & dream about saving the school from terrorists

Brahàma's dream
Joined June 2017
teachyourselfcs.com/ Here's a guide for anyone who wants to take the hard path, I am following this, you can join me if you want Don't be a frameworker!!!
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We’re sharing a solution to the Navier-Stokes Millennium Prize Problem, one of the deepest problems at the frontier of mathematics. The proof was produced by a group of agents, using an OpenAI next-generation model significantly more capable than GPT-6 Astra. The problem concerns whether the description of smooth three-dimensional fluid motion modeled by the Navier-Stokes equations can break down. It has remained unresolved for roughly 90 years.
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The chip journey, simplified.
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Deepinder Goyal's Temple will sell more outside India than inside India. And no, the reason is not the price. Everyone's first reaction is the ₹85,000 number. Fair reaction. But price is the lazy answer. @whoop and @oura are expensive too, and they still sell here to the people who want them. Money is not what stops this category in India. Here is what actually stops it. We don't pay to prevent. We pay to repair. America spent $15,474 (18% of GDP) per person on healthcare last year. India spends about 2.6% of its GDP on health, total. When one bad diagnosis can financially end you, a $1,000 device that catches something early is not a gadget, it is insurance. In India we treat illness as an event that happens to you, not a risk you manage every day. So a number on your forehead that says your metabolic cost of being alive is 140 today most people here will read that as an interesting fact, not an actionable one. And we don't fund science until someone else has already funded it. Look at @ultrahuman Built in Bengaluru. Deepinder himself is an investor. In FY25 it did ₹565 crore and 61% of that revenue came from the US. India contributed 2.7%. An Indian company, an Indian product, and the country that adopted it was not India. In the same year global smart ring shipments grew close to 80%, while shipments in India fell 30.6%. Our average selling price is $160 and dropping. We are not shopping for the frontier. We are shopping for the discount. @temple whole bet is a new biomarker entropy that no independent lab has validated yet. That is exactly the kind of bet that needs a market willing to pay before the proof arrives. The US is that market. We are the market that waits for the proof, then waits for the price to fall, then asks if there's a cheaper local version. If we are honest, that is not a science problem. It is a belief problem. We are quick to trust and slow to test. A device called Temple, built by an Indian founder, will find its believers abroad first. In the end, I hope I get proven wrong here. Only time will tell.
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I wrote my first neural networks in pure C, then in Matlab, then in NumPy, before eventually upgrading to Theano. Since then I have seen and tried pretty much every NN framework ever developed. Some are bad, some are good. The good ones understand API design principles.
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Hey @AravSrinivas @perplexity_ai why is perplexity preaching me inclusivity and feminism when I just asked for the best phones under 30k, I want good search not some woke propaganda
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study semiconductor manufacturing not to build a fab. not to get a job at TSMC. but to witness how far the human mind has gone. photolithography is pure magic disguised as engineering. we’re literally etching patterns smaller than viruses; using light, mirrors, gases, plasma, and math. machines that cost billions; all to place atoms exactly where we want them. a chip isn’t just silicon. it’s the story of precision, obsession, and human imagination pushed to its limit. study how semiconductors are made; because it’s not just technology, it’s a love letter to what humans can do when they decide to understand everything.
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Average attracts average. You want exceptional? Be freaking exceptional. Be wildly delightful. Be incredibly optimistic. Ruin them with your enthusiasm. Make them wonder. What makes you so different? Bang down every door until there are no doors left. Build your own door. Run through it. Don’t worry about making the “right” decision. Make the decision right. You’ve only got so much time left here. It is fleeting and going faster than you realize. Every single day matters. It matters. You matter. So make the absolute most of it. You’ve got nothing to lose except yourself. I hope you do. Lose yourself. Find yourself again. Don’t look back.
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People's ability to get offended is directly proportional to the amount of times they use the word 'I'
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Completely agree with this order. You should never install a VPN, open a Tor connection on Brave, copy the .onion link of Z library from their Wikipedia page and then download literally all books and papers ever
🚨 Delhi HC has ordered a ban on Sci-Hub, Libgen, and other shadow libraries in India.
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Enjoy the uncertainty and Chaos Karm karo Arjun!!!
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It's hard to see him cry... 🥺🥺 Kabhi in logo se mile bhi nahi hote phir bhi alag he attachment ho jaati, kya pata kyu xitter.cf/kyaahainbc/status/1929…
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These edits are making me cry. 🥲🥹
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can anyone post these in tiktok?
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This made me cry inside the Briefing Room of National Media Centre, New Delhi. As a victim of Islamist terror sponsored by Pakistan in Kashmir myself, there is only so much one can control emotions. Rememberour 26 civilians who we lost in Pahalgam. Never forget. Never forgive. 💔
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I wrote a quick new post on "Digital Hygiene". Basically there are some no-brainer decisions you can make in your life to dramatically improve the privacy and security of your computing and this post goes over some of them. Blog post link in the reply, but copy pasting below too. Every now and then I get reminded about the vast fraud apparatus of the internet, re-invigorating my pursuit of basic digital hygiene around privacy/security of day to day computing. The sketchiness starts with major tech companies who are incentivized to build comprehensive profiles of you, to monetize it directly for advertising, or sell it off to professional data broker companies who further enrich, de-anonymize, cross-reference and resell it further. Inevitable and regular data breaches eventually runoff and collect your information into dark web archives, feeding into a whole underground spammer / scammer industry of hacks, phishing, ransomware, credit card fraud, identity theft, etc. This guide is a collection of the most basic digital hygiene tips, starting with the most basic to a bit more niche. Password manager. Your passwords are your "first factor", i.e. "something you know". Do not be a noob and mint new, unique, hard passwords for every website or service that you sign up with. Combine this with a browser extension to create and Autofill them super fast. For example, I use and like 1Password. This prevents your passwords from 1) being easy to guess or crack, and 2) leaking one single time, and opening doors to many other services. In return, we now have a central location for all your 1st factors (passwords), so we must make sure to secure it thoroughly, which brings us to... Hardware security key. The most critical services in your life (e.g. Google, or 1Password) must be additionally secured with a "2nd factor", i.e. "something you have". An attacker would have to be in possession of both factors to gain access to these services. The most common 2nd factor implemented by many services is a phone number, the idea being that you get a text message with a pin code to enter in addition to your password. Clearly, this is much better than having no 2nd factor at all, but the use of a phone number is known to be extremely insecure due to the SIM swap attack. Basically, it turns out to be surprisingly easy for an attacker to call your phone company, pretend they are you, and get them to switch your phone number over to a new phone that they control. I know this sounds totally crazy but it is true, and I have many friends who are victims of this attack. Therefore, purchase and set up hardware security keys - the industrial strength protection standard. In particular, I like and use YubiKey. These devices generate and store a private key on the device secure element itself, so the private key is never materialized on a suspiciously general purpose computing device like your laptop. Once you set these up, an attacker will not only need to know your password, but have physical possession of your security key to log in to a service. Your risk of getting pwned has just decreased by about 1000X. Purchase and set up 2-3 keys and store them in different physical locations to prevent lockout should you physically lose one of the keys. The security keys support a few authentication methods. Look for "U2F" in the 2nd factor settings of your service as the strongest protection. E.g. Google and 1Password support it. Fallback on "TOTP" if you have to, and note that your YubiKeys can store TOTP private keys, so you can use the YubiKey Authenticator app to access them easily through NFC by touching your key to the phone to get your pin when logging in. This is significantly better than storing TOTP private keys on other (software) authenticator apps, because again you should not trust general purpose computing devices. It is beyond the scope of this post to go into full detail, but basically I strongly recommend the use of 2-3 YubiKeys to dramatically strengthen your digital security. Biometrics. Biometrics are the third common authentication factor ("something you are"). E.g. if you're on iOS I recommend setting up FaceID basically everywhere, e.g. to access the 1Password app and such. Security questions. Dinosaur businesses are obsessed with the idea of security questions like "what is your mother's maidan name?", and force you to set them up from time to time. Clearly, these are in the category of "something you know" so they are basically passwords, but conveniently for scammers, they are easy to research out on the open internet and you should refuse any prompts to participate in this ridiculous "security" exercise. Instead, treat security questions like passwords, generate random answers to random questions, and store them in your 1Password along with your passwords. Disk encryption. Always ensure that your computers use disk encryption. For example, on Macs this total no-brainer feature is called "File Vault". This feature ensures that if your computer gets stolen, an attacker won't be able to get the hard disk and go to town on all your data. Internet of Things. More like @internetofshit. Whenever possible, avoid "smart" devices, which are essentially incredibly insecure, internet-connected computers that gather tons of data, get hacked all the time, and that people willingly place into their homes. These things have microphones, and they routinely send data back to the mothership for analytics and to "improve customer experience" lol ok. As an example, in my younger and naive years I once purchased a CO2 monitor from China that demanded to know everything about me and my precise physical location before it would tell me the amount of CO2 in my room. These devices are a huge and very common attack surface on your privacy and security and should be avoided. Messaging. I recommend Signal instead of text messages because it end-to-end encrypts all your communications. In addition, it does not store metadata like many other apps do (e.g. iMessage, WhatsApp). Turn on disappearing messages (e.g. 90 days default is good). In my experience they are an information vulnerability with no significant upside. Browser. I recommend Brave browser, which is a privacy-first browser based on Chromium. That means that basically all Chrome extensions work out of the box and the browser feels like Chrome, but without Google having front row seats to your entire digital life. Search engine. I recommend Brave search, which you can set up as your default in the browser settings. Brave Search is a privacy-first search engine with its own index, unlike e.g. Duck Duck Go which basically a nice skin for Bing, and is forced into weird partnerships with Microsoft that compromise user privacy. As with all services on this list, I pay $3/mo for Brave Premium because I prefer to be the customer, not the product in my digital life. I find that empirically, about 95% of my search engine queries are super simple website lookups, with the search engine basically acting as a tiny DNS. And if you're not finding what you're looking for, fallback to Google by just prepending "!g" to your search query, which will redirect it to Google. Credit cards. Mint new, unique credit cards per merchant. There is no need to use one credit card on many services. This allows them to "link up" your purchasing across different services, and additionally it opens you up to credit card fraud because the services might leak your credit card number. I like and use privacy dot com to mint new credit cards for every single transaction or merchant. You get a nice interface for all your spending and notifications for each swipe. You can also set limits on each credit card (e.g. $50/month etc.), which dramatically decreases the risk of being charged more than you expect. Additionally, with a privacy dot com card you get to enter totally random information for your name and address when filling out billing information. This is huge, because there is simply no need and totally crazy that random internet merchants should be given your physical address. Which brings me to... Address. There is no need to give out your physical address to the majority of random services and merchants on the internet. Use a virtual mail service. I currently use Earth Class Mail but tbh I'm a bit embarrassed by that and I'm looking to switch to Virtual Post Mail due to its much strong commitments to privacy, security, and its ownership structure and reputation. In any case, you get an address you can give out, they receive your mail, they scan it and digitize it, they have an app for you to quickly see it, and you can decide what to do with it (e.g. shred, forward, etc.). Not only do you gain security and privacy but also quite a bit of convenience. Email. I still use gmail just due to sheer convenience, but I've started to partially use Proton Mail as well. And while we're on email, a few more thoughts. Never click on any link inside any email you receive. Email addresses are extremely easy to spoof and you can never be guaranteed that the email you got is a phishing email from a scammer. Instead, I manually navigate to any service of interest and log in from there. In addition, disable image loading by default in your email's settings. If you get an email that requires you to see images, you can click on "show images" to see them and it's not a big deal at all. This is important because many services use embedded images to track you - they hide information inside the image URL you get, so when your email client loads the image, they can see that you opened the email. There's just no need for that. Additionally, confusing images are one way scammers hide information to avoid being filtered by email servers as scam / spam. VPN. If you wish to hide your IP/location to services, you can do so via VPN indirection. I recommend Mullvad VPN. I keep VPN off by default, but enable it selectively when I'm dealing with services I trust less and want more protection from. DNS-based blocker. You can block ads by blocking entire domains at the DNS level. I like and use NextDNS, which blocks all kinds of ads and trackers. For more advanced users who like to tinker, pi-hole is the physical alternative. Network monitor. I like and use The Little Snitch, which I have installed and running on my MacBook. This lets you see which apps are communicating, how much data and when, so you can keep track of what apps on your computer "call home" and how often. Any app that communicates too much is sus, and should potentially be uninstalled if you don't expect the traffic. I just want to live a secure digital life and establish harmonious relationships with products and services that leak only the necessary information. And I wish to pay for the software I use so that incentives are aligned and so that I am the customer. This is not trivial, but it is possible to approach with some determination and discipline. Finally, what's not on the list. I mostly still use Gmail + Gsuite because it's just too convenient and pervasive. I also use 𝕏 instead of something exotic (e.g. Mastodon), trading off sovereignty for convenience. I don't use a VoIP burner phone service (e.g. MySudo) but I am interested in it. I don't really mint new/unique email addresses but I want to. The journey continues. Let me know if there are other digital hygiene tips and tricks that should be on this list. Link to blog post version in the reply, on my brand new Bear ʕ•ᴥ•ʔ blog cute 👇
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The Indian concept of a "Good" Boy or girl is actually the textbook definition of a weak, Low self respect, low self esteem, People Pleaser, person.
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Safe societies devalue their young males, until the wolves are at the door.
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Ultimately, you attract the complement of what you project.
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ppl don’t realize r1 might mean humans are no longer that essential for building better llms. it basically uses pure reinforcement learning—no human feedback, no real manual preference tuning. machines training machines. r1 isn’t just a new model; it’s a new way of thinking about llm development. fewer parameters, smarter training, better reasoning. again the real shift is that humans are out of the loop almost entirely. this sets the stage for a future where there are no discrete “new models.” instead, these systems will train each other at scale, continuously refining & recursively self-improving. the process will accelerate far beyond human control, & at some point, we won’t even fully understand what they’re optimizing for anymore.
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