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I Owe My Life to the Commodore 64

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💥 Read this awesome post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: Enjoy this article by Sung J. Woo. It may focus on the Commodore 64, but I think it applies to most of us that were around in the 80s. — Paul(If you prefer, you can also listen to the audio version.)The slogan was on the back page of Compute!, a magazine I often bought from the video game store of the strip mall where my parents operated a gift shop. The advert displayed a trio of competing personal computers on the top half of the…

Meet ‘Likweli’: A new monkey species discovered in the Congo Basin

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🚀 Discover this trending post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: From 2018 to 2022, the researchers recorded 114 observations of Likweli over a range of about 1,700 square kilometers in Lomami National Park and its buffer zone on highlands located between three tributaries of the Congo River: the Tshuapa, Lomami, and Lualaba. The monkeys, which were most frequently observed in small groups of about six individuals, are difficult to spot and photograph because they live high in dense forest canopy, the researchers noted. “Only after 10 years of exploring the Lomami Forest did we have enough clear…

Center-for-AI-Innovation/ai-teaching-assistant-uiuc: The UX & driver code for the multi-model TA_Chatbot · GitHub

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🚀 Read this insightful post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: Our system runs 11 separate models in parallel for text/image retrieval, generation, moderation and ranking and still achieves a median 2-second response time. We use data from textbooks, lecture videos, and student QA forums (ordered, subjuctively, by importance). None of this data is currently available publically because this project was not granted those rights by the authors. My favorite contribution is the novel approach of semantic search retrieval during RLHF, using a dataset I iteratively produced by hiring a team of five Electrical Engineering students.…

How Has Roman Concrete Lasted for Millennia? A 1,900-Year-Old Latrine Offers New Clues About the Material’s Impressive Durability

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🚀 Read this trending post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: A chemical process called carbonation, which helps seal cracks, could help explain why many ancient Roman structures are still standing today. Researchers hope that the insights will lead to better modern-day building materials Sara Hashemi | Daily Correspondent July 14, 2026 The Canopus, a pool at Hadrian's Villa in Tivoli, Italy Carole Raddato via Flickr under CC BY-SA 2.0 Ancient Roman infrastructure has stood the test of time. Today, you can walk through Italy and see concrete buildings, roads and aqueducts that have survived for about…

Competing speech streams are simultaneously represented in the human cortex during attention switching

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🔥 Explore this insightful post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: AbstractSuccessful speech communication in multi-talker scenarios requires a skillful combination of sustained attention and rapid attention switching. While the neurophysiology literature offers detailed insights into the neural underpinnings of sustained attention, there remains considerable uncertainty on how attention switching takes place. In this study, using EEG recordings from normal-hearing adults in an immersive multi-talker environment, we measured the neural encoding of two competing speech streams amid background babble. Participants were cued to switch attention between streams every 15–30 s. Neural tracking was assessed via Temporal…

Pebble Mega Update – July 2026

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✨ Check out this must-read post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: TL:DR; #Pebble Time 2 Shipping Status Since we started mass production in late March, we’ve built over 23,000 Pebble Time 2 watches. We’re over 80% of the way through fulfilling all the pre-orders we’ve received! But that means there are still some ultra patient folks who haven’t received their watches yet. If you’ve placed an pre-order for PT2 and haven’t received it yet (including Batch 6 - August), here’s when we expect to ship your watch out: Pebble Time 2 - Black → July…

DV Safe Phones Australia: Protecting Survivors from Tech Abuse in 2026

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🚀 Explore this awesome post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: In 2026, technology can be a lifeline – or a weapon.For people experiencing domestic violence (DV), tech-facilitated abuse is now one of the most common forms of control. This includes GPS stalking, hidden tracking apps, spyware, image-based abuse, and monitoring of messages or location.Australian research shows that 99% of domestic violence cases now involve some form of technology-facilitated abuse. In some states, reports have risen by as much as 650% over the past five years. Children are also heavily impacted – studies indicate that 27%…

The Human-in-the-Loop is Tired

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🚀 Explore this awesome post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: Yet another thought piece about LLMs. I know. Bear with me. This is an attempt to put words around something I think most developers are experiencing right now but haven't had time to make sense of. Programming with LLMs is genuinely useful and genuinely destabilizing. These two things coexist. If we pretend the second one isn't happening, we will all burn out. At Pydantic, we build tools that developers use to validate data, build AI agents, and observe what their systems are doing in production.…

Google Kills Custom Search API on Jan 1, 2027. You Have 9 Months

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🚀 Check out this insightful post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: Reading Time: 12 minutesGoogle Custom Search died on January 1, 2027. Here’s the playbook.As of this writing in August 2026, the API is still technically up. The shutdown notice landed in January 2026 in a quiet Google Developers blog post and a batch of console email notifications. The CSE JSON API — the thing every indie hacker, research team, academic, and scrappy SaaS company has leaned on since 2006 for “give me Google results as JSON” — returns HTTP 410 Gone on January 1,…

alxndrTL/little-book-rl: The Little Book of Reinforcement Learning · GitHub

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🚀 Explore this awesome post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: This is the associated GitHub page of the Little Book of Reinforcement Learning. This book is a short introduction to Reinforcement Learning, from the basics to applied algorithms. In this repo, along with the book itself, you can find the supplementary material of the book. More precisely: under the algos/ folder, the Pytorch-based implementation of the different algorihms covered in the book, from MC to PPO. under the supplementary/ folder, you can find detailed explanations and rigorous proofs for the dynamic programming algorithms briefly covered…