User contributions for PC

15:0515:05, 7 December 2025 diff hist 0 N File:LLMs Are Dying - The New AI Is Killing Them.jpg No edit summary current
03:3403:34, 7 December 2025 diff hist +20,685 N Everyone’s Building AI Wrong — There’s Only One Kernel That Works Created page with "650px One AI Kernel to Rule Them All. Image created by the author with Stable Diffusion. The Missing Piece That Keeps AI Subpar Think about what Unix gave us: the same kernel handles a single process doing computation, a server handling requests, a distributed system with thousands of concurrent processes. You don’t switch operating systems when you go from batch processing to interactive to networked. 😆 Now look at A..." current
03:3303:33, 7 December 2025 diff hist 0 N File:What the kernel.jpg No edit summary current
03:3203:32, 7 December 2025 diff hist 0 N File:Figure 1 - The Curved AI Space That Linear Algebra Cannot Reach.jpg No edit summary current
03:3103:31, 7 December 2025 diff hist 0 N File:Figure 2. Attention bends the space between tokens.jpg No edit summary current
03:3003:30, 7 December 2025 diff hist 0 N File:Your app sits on PyTorch.jpg No edit summary current
03:2803:28, 7 December 2025 diff hist 0 N File:Everyone’s Building AI Wrong.jpg No edit summary current
03:2703:27, 7 December 2025 diff hist +16,133 N The Two Algebras of AI — and Why Everyone Uses the Wrong One Created page with "500px AI keeps crashing against the same walls Yep, everybody, even Tesla, is using the old damn math from 2 centuries ago, and hence it’s not surprising to watch many of scenes like this all over YouTube when you rely on AI driving your Tesla: Apparently, not even Tesla - with its 1.4 Trillion valuation and army of PhDs - knows about this math. Or maybe they do, and just enjoy watching their cars perform interpretive dance r..." current
03:2703:27, 7 December 2025 diff hist 0 N File:Four AI blunders.jpg No edit summary current
03:2403:24, 7 December 2025 diff hist 0 N File:What you can compute at scale.jpg No edit summary current
03:2303:23, 7 December 2025 diff hist 0 N File:The Two Algebras of AI.jpg No edit summary current
03:2203:22, 7 December 2025 diff hist +10,261 N This embarrassingly simple secret explains all of AI Created page with "500px Credits: Leonardo AI In college, there was a course called “PRML”, the infamous ML elective that pretty much everyone wanted to take. When I first heard about it, my seniors told me to take probability first. But why was probability important for ML? I had no idea. If you like learning AI concepts through easy-to-understand diagrams, I’ve created a free resource that organises all my work i..." current
03:2103:21, 7 December 2025 diff hist 0 N File:Probability distribution looks for the machine.jpg No edit summary current
03:1903:19, 7 December 2025 diff hist 0 N File:The likelihood of observing this sequence.jpg No edit summary current
03:1803:18, 7 December 2025 diff hist 0 N File:At this point, the likelihood function.jpg No edit summary current
03:1703:17, 7 December 2025 diff hist 0 N File:We can write this compactly as.jpg No edit summary current
03:1603:16, 7 December 2025 diff hist 0 N File:Pi represents a product.jpg No edit summary current
03:1503:15, 7 December 2025 diff hist 0 N File:An optimisation problem.jpg No edit summary current
03:1403:14, 7 December 2025 diff hist 0 N File:Taking the log.jpg No edit summary current
03:1303:13, 7 December 2025 diff hist 0 N File:Setting it to zero and simplifying.jpg No edit summary current
03:1303:13, 7 December 2025 diff hist 0 N File:And simplifying some more.jpg No edit summary current
03:1003:10, 7 December 2025 diff hist 0 N File:LLM has seen several paragraphs.jpg No edit summary current
03:0803:08, 7 December 2025 diff hist 0 N File:This embarrassingly simple secret explains all of AI.jpg No edit summary current
03:0703:07, 7 December 2025 diff hist +17,581 N I Let an AI Bet on the Future So I Could Stop Doomscrolling: Meet Tenki Created page with "500px Let’s be honest. Most of us participate in prediction markets — platforms like Polymarket, Kalshi, or Manifold — using a highly sophisticated trading strategy I like to call “The Vibes-Based Approach.” It usually goes something like this: It is 11:42 PM on a Tuesday. You are lying in bed, bathed in the sickly blue light of your phone, your circadian rhythm screaming for mercy. You open the app, ostensibly to che..." current
03:0503:05, 7 December 2025 diff hist 0 N File:I Let an AI Bet on the Future.jpg No edit summary current
03:0403:04, 7 December 2025 diff hist +16,178 N Stop Using ChatGPT for Data: Why Julius is the Spreadsheet Killer You Missed Created page with "500px It starts with good intentions — a clean grid, a fresh cup of coffee, and the naive belief that VLOOKUP will actually work on the first try. You open a new tab, crack your knuckles, and whisper, "Today, I will be organized." Three hours later, reality has set in. You are staring at a #REF! error that feels like a personal insult from Bill Gates. Your laptop fan sounds like a Boeing 747 preparing for a trans-Atlantic..." current
03:0403:04, 7 December 2025 diff hist 0 N File:Omparing the undisputed heavyweight champion.jpg No edit summary current
03:0103:01, 7 December 2025 diff hist 0 N File:Stop Using ChatGPT for Data.jpg No edit summary current
03:0003:00, 7 December 2025 diff hist +9,805 N The Best AI Tools for 2026 Created page with "650px Over the past three years, I’ve tried dozens of AI tools for different tasks. Some were great Some were terrible Some don’t exist anymore Here are the best AI tools I’ve found, organized by category and ranked into the following tiers. You’ll also find guides to learn most tools - S tier: AI tools everyone must use - A tier: AI tools most people should use - B tier: Best AI tools for specific niches S tier:..." current
02:5702:57, 7 December 2025 diff hist 0 N File:Top 10 ChatGPT prompt principles .jpg No edit summary current
02:5502:55, 7 December 2025 diff hist 0 N File:The Best AI Tools for 2026.jpg No edit summary current
02:5402:54, 7 December 2025 diff hist +27,902 N Building a Generic Knowledge Extraction AI Framework for Organization-Specific Use Cases Created page with "Note: The GitHub repo has been updated with an improved schema generator (schema.py). This article refers to the previous version of the schema generator (schema_basic.py). The new version of the schema generator ensures the exact field names (and optionality), includes data type hints for schema generation, recognizes richer data types, such as dates, datetimes, numeric quantities, and enums, and normalizes them in place. Date handling is improved. The generator acce..." current
02:5302:53, 7 December 2025 diff hist 0 N File:Complete workflow from plain language requirements .jpg No edit summary current
02:4802:48, 7 December 2025 diff hist +7,956 N Claude Skills: The AI Feature That Actually Solves a Real Problem Created page with "Yesterday, Anthropic quietly released what might be the most practical AI feature of 2025. It’s not flashier models or better benchmarks. It’s something simpler: a way to teach Claude your specific workflows without writing a single line of code. They call it Skills. And this might be a bigger deal than the Model Context Protocol that had everyone buzzing last year. What Are Skills, Really? Skills are remarkably straightforward: folders containing instructions, sc..." current
02:4802:48, 7 December 2025 diff hist 0 N File:Claude Skills. Source- Anthropic.jpg No edit summary current
02:4502:45, 7 December 2025 diff hist +28,694 N Stop Teaching Claude the Same Thing Every Day: Build Your Persistent AI Development Team Created page with "It’s 8:47 PM on a Wednesday. I’m reviewing my third pull request of the night, and I catch myself copy-pasting the same code review checklist into the comment box. Again. For probably the 47th time this month. 500px * “Check for SQL injection vectors.” * “Verify error handling covers edge cases.” * “Confirm test coverage above 80%.” * “Scan for hardcoded credentials.” Disclosure: I..." current
02:4102:41, 7 December 2025 diff hist 0 N File:Stop Teaching Claude the Same Thing Every Day.jpg No edit summary current
02:4002:40, 7 December 2025 diff hist +6,627 N Google’s Code Wiki: The End of Manual Documentation Created page with "If you’ve spent any time leading engineering teams, you know the painful truth: developers waste 30–40% of their time just trying to understand existing code. New hires take weeks to make their first meaningful contribution. Legacy systems become archaeological digs. Documentation goes stale the moment it’s written. Google just launched a solution that addresses this head-on, and it’s not just another documentation tool — it’s a fundamental rethinking of ho..." current
02:3902:39, 7 December 2025 diff hist 0 N File:Google’s Code Wiki.jpg No edit summary current
02:3602:36, 7 December 2025 diff hist +5,498 N Claude Code in Claude Desktop: AI-Powered Coding Without the Command Line Created page with "Anthropic had quite a few releases in the last couple of days announcement: Claude Code is now available directly in the Claude Desktop app. For developers who’ve been using Claude Code in the terminal, this might seem like a convenience update. But for the millions of business professionals, technical PMs, data analysts, and “citizen developers” who never touch a command line? This is a paradigm shift. Let me explain why this matters — and how you can leverage..." current
02:3602:36, 7 December 2025 diff hist 0 N File:Claude code preview.jpg No edit summary current
02:3602:36, 7 December 2025 diff hist 0 N File:Claude code capabilities.jpg No edit summary current
02:3502:35, 7 December 2025 diff hist 0 N File:Claude code pricing.jpg No edit summary current
02:3402:34, 7 December 2025 diff hist 0 N File:For Developers Already Using CLI.jpg No edit summary current
02:3202:32, 7 December 2025 diff hist +16,714 N The Secret Sauce to AI Image Generation (That Nobody’s Talking About) Created page with "500px Picture this: It’s 2 AM, you’re three coffees deep, and you’ve just typed your 47th variation of “a majestic lion in a Business Casual setting with dramatic lighting” into an AI image generator. What you get back looks less like the king of the jungle and more like a confused house cat wearing a tie. Sound familiar? Welcome to the wonderfully frustrating world of AI image generation, where everyone’s..." current
02:3002:30, 7 December 2025 diff hist 0 N File:The Secret Sauce to AI Image Generation.jpg No edit summary current
02:1502:15, 7 December 2025 diff hist +15,747 N RIP Chatbots: Why November 2025 is the Month AI Actually Started Thinking Created page with "500px A brutally honest, 2,000-word breakdown of the 7 AI tools that just made your current workflow obsolete. (Yes, again.) If you are reading this, congratulations: You survived the “Great AI Hype Cycle” of 2023 and the “Disillusionment Phase” of 2024. Remember 2024? That was the year we all realized that while ChatGPT could write a sonnet about a toaster in the style of Shakespeare, it couldn’t actually book a flight without tryi..." current
02:1302:13, 7 December 2025 diff hist 0 N File:RIP Chatbots.jpg No edit summary current
02:1202:12, 7 December 2025 diff hist −5 Sweep.dev — The AI Engine Turning Your JetBrains IDE Into a Superpower No edit summary current
02:1202:12, 7 December 2025 diff hist +9,087 N Sweep.dev — The AI Engine Turning Your JetBrains IDE Into a Superpower Created page with "Imagine writing a short, plain-English GitHub issue — and having your IDE open, change multiple files, run tests, and submit a ready-to-review pull request. That’s not sci-fi. It’s what modern code-aware AI agents like Sweep aim to do: move from helpful autocomplete to acting like a reliable junior engineer. 650px Introduction: The Shift From Autocomplete to AI Engineers Software engineering is in the middle of a tra..."

7 December 2025