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The science curriculum the industry is offering to schools casts plastics as safe, recyclable, and a source of good jobs. Critics say it’s propaganda.

Apple’s annual hardware launch event may feel different as the company welcomes a new CEO alongside a folding iPhone.

Forget email surveys or long calls spent on hold. Voicebox lets people send customer feedback by recording a voice note on their phone.

It’s called the Edge Panel. Here’s how to make the most of it.

The intricate, 5.6 trillion-pixel map covers approximately 75 percent of the sky and includes about 4 billion celestial objects.

Huawei has released its third trifold phone in China, and the company has clearly had half an eye on Samsung during development. Not only does the Mate XT 2 adopt the inward-folding form factor used on Samsung's Galaxy Z TriFold, it's also the first foldable to include a privacy-enhancing display, much like the one Samsung […]

Thanks to their ability to provide a smooth ride and quiet powertrain with ease, electric vehicles are a true shoo-in for the high-end luxury automotive segment. Rolls-Royce has the Spectre, Cadillac's Celestiq is taking bespoke to a whole new level, and Mercedes has given the EQS the full Maybach treatment. From Volkswagen Auto Group, Bentley […]

Here's what I found: most of the advice floating around is either outdated, wrong, or only applies if you're trying to impress other developers instead of getting hired. Let me break down the three biggest lies. Lie #1: "Your Portfolio Needs a Modern Stack" This is the most pervasive myth. Every tutorial tells you to spin up Next.js, add TypeScript, configure Tailwind, set up MDX, deploy to Vercel, and hook up a CMS. Wrong. When I sorted the 148 profiles by GitHub s...

TL;DR: The best GPT-6 Astra examples so far are not simple chatbots. They are playable games, 3D worlds, CAD workflows, Blender experiments, computer-use demos, model-routing tools, and agent orchestration projects. The next step is grounding those creations with real data. That is where Valyu fits: Astra can build the interface or agent loop, while Valyu supplies cited search, research, web content, academic, financial, medical, geospatial, and other datasets. What is GPT-6 Astra...

I've noticed a shift in how software development teams work over the last couple of years. AI used to be something you opened when you needed help. You'd ask it to explain an error, generate a function, write a test, or maybe help you understand an unfamiliar codebase. Now, that's changing. AI coding agents can work through repositories, modify files, run commands, execute tests, investigate bugs, and complete much larger development tasks with less direct intervention. That creat...

Typosquatting is one of the best-documented supply-chain attack techniques — publish a package one keystroke away from something popular, wait for developers to fat-finger npm install , and you have a foothold on their machine or CI pipeline with no CVE ever filed. It's been written about for years. What's less documented is a very simple question: right now, today, how many of those look-alike names are actually sitting on the registry? So we checked. Not a sample, not an estimate — every...

Introduction In the course of the last few months, I got introduced to Machine Learning. I noted that the evolution of AI has led to the introduction and development of many concepts, such as , machine learning; an area of artificial intelligence which enables computers to learn from data rather than just adhering to predetermined instructions created by humans. When fresh data is presented, a machine learning system analyzes examples, finds patterns, and applies what it has learnt to generate...

If you look after more than one Xero organisation, you already know the drill. Log into the first org, run the report, export it. Log out. Log into the second org, run the same report, export it again. Paste six exports into a spreadsheet and hope nobody asks you to refresh it next week. This is not a workflow problem you are failing to solve. Xero is built around one organisation at a time, and consolidated reporting across organisations is a long-standing request that Xero has not committe...

If you're scraping, monitoring prices, or checking rank data at any real volume, a single IP will get rate-limited or blocked fast. Rotating proxies across requests is the standard fix, but most tutorials either hand-wave the retry logic or skip authentication entirely. This is a copy-paste starter kit: four increasingly useful patterns for rotating proxies with Python's requests library, from "just make it work" to "make it survive failures." Prerequisites pip install...

These two get used interchangeably in agent-memory discussions, and they are not the same idea. They are not even the same kind of idea. An ordinary graph makes two commitments at once. Every edge joins exactly two vertices, and the whole thing lives in ordinary Euclidean space . Loosen either commitment and you get a different structure. Loosen the other and you get another one. They are orthogonal, so there are four boxes, not two. Structure An edge joins Lives in What it...

This article is a follow-up on When the pillars collapse one after another . On uncertainty, optionality, and preserving the possibility space. A few weeks ago, I wrote about what happens when several of the pillars holding up your life collapse almost at once. At the end of that article, I was standing on something resembling an empty field. I deliberately left the story unfinished. I didn't know what I wanted to build there. I still don't. But something about...

Picture the last time you needed to decode a JWT. You Googled "jwt decoder," clicked the first result, and pasted in a token — often a live one — into a text box on a server you know nothing about. That moment bugged me for years. So I built DevTools Kit : 30 everyday developer utilities that do all their work inside your browser . Nothing you paste is ever sent anywhere. No sign-up, no ads, no analytics watching you. The one rule: your data never leaves your machine This ...

Project Introduction An analysis project turning Jumia product data into useful pricing,promotion and customer-engagement insights.The project will help us understand how price,promotions and customer feedback influence product performance. Project Objectives By the end of this project we should be able to understand and explain : Whether large discounts are associated with more reviews Whether highly rated products attract stronger engagement Which products pe...

Introduction to Self-Hosted AI Agents For years, developers have faced a frustrating binary choice in the AI space. You either opt for a proprietary, cloud-hosted agent service that effectively owns your data and restricts your workflow, or you spend countless hours stitching together disparate frameworks and orchestration libraries that require constant maintenance. However, the landscape of AI development is shifting. We are seeing the rise of a third category: a fully open-source, local a...

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What are you doing this week? Feel free to share! Keep in mind it’s OK to do nothing at all, too.

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It's a very short investigation about finding the shortest IPv6 used on the Internet. Comments

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Article URL: https://github.com/programmer9998/ai_personality_study Comments URL: https://news.ycombinator.com/item?id=49594325 Points: 1 # Comments: 0

Article URL: https://jonathanclark.com/posts/ai-coding-million-lines-2025.html Comments URL: https://news.ycombinator.com/item?id=49594738 Points: 1 # Comments: 0

Article URL: https://www.wired.com/story/who-cares-if-ai-is-conscious-its-basically-alive/ Comments URL: https://news.ycombinator.com/item?id=49594871 Points: 1 # Comments: 1

Article URL: https://ai-escape.watch/#registry Comments URL: https://news.ycombinator.com/item?id=49594897 Points: 1 # Comments: 1

Article URL: https://nixie.substack.com/p/ai-economics-openai-financials-leaked Comments URL: https://news.ycombinator.com/item?id=49595150 Points: 1 # Comments: 1