𝙲𝚛𝚘𝚠𝚍𝙹𝚘𝚞𝚛𝚗𝚊𝚕𝚜 𝙻𝙻𝙲

The 3 Biggest Enemies of Success: 1️⃣ comfort zone 2️⃣ learned helplessness 3️⃣ path of least resistance youtube.com/shorts/savRiJu…

🚨BREAKING: OpenAI published a paper proving that ChatGPT will always make things up. Not sometimes. Not until the next update. Always. They proved it with math. Even with perfect training data and unlimited computing power, AI models will still confidently tell you things that are completely false. This isn't a bug they're working on. It's baked into how these systems work at a fundamental level. And their own numbers are brutal. OpenAI's o1 reasoning model hallucinates 16% of the time. Their newer o3 model? 33%. Their newest o4-mini? 48%. Nearly half of what their most recent model tells you could be fabricated. The "smarter" models are actually getting worse at telling the truth. Here's why it can't be fixed. Language models work by predicting the next word based on probability. When they hit something uncertain, they don't pause. They don't flag it. They guess. And they guess with complete confidence, because that's exactly what they were trained to do. The researchers looked at the 10 biggest AI benchmarks used to measure how good these models are. 9 out of 10 give the same score for saying "I don't know" as for giving a completely wrong answer: zero points. The entire testing system literally punishes honesty and rewards guessing. So the AI learned the optimal strategy: always guess. Never admit uncertainty. Sound confident even when you're making it up. OpenAI's proposed fix? Have ChatGPT say "I don't know" when it's unsure. Their own math shows this would mean roughly 30% of your questions get no answer. Imagine asking ChatGPT something three times out of ten and getting "I'm not confident enough to respond." Users would leave overnight. So the fix exists, but it would kill the product. This isn't just OpenAI's problem. DeepMind and Tsinghua University independently reached the same conclusion. Three of the world's top AI labs, working separately, all agree: this is permanent. Every time ChatGPT gives you an answer, ask yourself: is this real, or is it just a confident guess?

This 1992 lecture at MIT from Steve Jobs will teach you more about product and sales than most 2 year MBA programs Crazy just how ahead of his time this man truly was

A new article in Nature Medicine found that social connections were a surprisingly powerful predictor of a long life. Living with a partner was roughly as beneficial as exercise. Regular visits with family or having someone to confide in also appeared to be associated with lower mortality. Loneliness also affects mental wellbeing—another factor in longevity. Happy Valentine's Day! powerofusnewsletter.com/p/debunking-bl…

These 7 statistical analysis concepts have helped me as an AI Data Scientist. Let's go: 🧵

Italy 🇮🇹 Italian restaurant pizza served by drone.

Most people don't fail because they’re lazy; they fail because they’re distracted. Every “yes” to noise is a “no” to focus. Attention is your most valuable currency. Give more of it to things that will matter in 5 years, not 5 minutes.

Don't copy and paste answers from ChatGPT!!! ChatGPT writing is easily detectable. Here's a secret hack to humanize your text:

8 websites that feel illegal to know😱: 10/10 Bookmark

Never deleting this app 😂

It takes months or sometimes years to go through peer reviews and publish a paper in a journal. It's a quality control system, but I often wonder if we can speed up the process because I imagine an actual review takes hours, not months. Maybe we just need a better reminder system for reviewers, or a journal or authors could call a reviewer and have a conversation.

Need to visualize calendar data easily and clearly using ggplot2? The calendR package provides simple, flexible tools to create customized calendar visuals directly in R. With calendR, you can: ✔️ Effortlessly generate personalized calendars. ✔️ Highlight specific dates or events in a visually appealing way. ✔️ Easily integrate calendar visualizations into reports or presentations. The calendar visualization below comes directly from the official package website: github.com/R-CoderDotCom/… Want more practical insights? My online course "Data Visualization in R Using ggplot2 & Friends" covers essential skills to elevate your ggplot2 expertise. See this link for additional information: statisticsglobe.com/online-course-… #Python #Statistics #RStats #datasciencetraining #pythonlearning #DataViz #DataAnalytics #R

How to Choose Your Perfect Career Path💯

We’ve been busy building an AI system to generate 3D worlds from a single image. Check out some early results on our site, where you can interact with our scenes directly in the browser! worldlabs.ai/blog 1/n

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…writing time…

@kylegawley ... aaaaand unfollowed

I built a new SaaS in just 10 seconds while sitting on the toilet $100k MRR before I finished flushing (and you can too!) This isn't clickbait I promise

Do you remember when you joined X? I do! #MyXAnniversary #CrowdJournals

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Flood of Fake Science Forces Multiple Journal Closures Wiley to shutter 19 more journals, some tainted by fraud EMIL LENDOF/THE WALL STREET JOURNAL By Nidhi Subbaraman wsj.com/science/academ…