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Show HN: Lotas – Cursor for RStudio

Understands Your Files and Data Rao reads and analyzes your project files to understand your data before generating code. This allows Rao to write targeted, relevant code that integrates with your existing project structure. Writes and Edits Code Rao generates and runs R scripts and R markdown files. It also edits your existing code to fix errors and improve your analysis.

Ted Lasso season 4 first image revealed with familiar faces

Until this year, Apple TV+ has never had a hit quite like Ted Lasso. And now, season 4 of the beloved series is officially in production, and a first look image has been shared. Production on Ted Lasso season 4 has officially started in Kansas City Today in a post on X, Apple CEO Tim Cook shared a first look at Ted Lasso season 4. The new image came with the announcement that production has officially kicked off. From biscuits to BBQ: Ted Lasso Season 4 kicks off production in Kansas City! ⚽

Amazon and the "Profitless Business Model" Fallacy

[DISCLOSURE: As always when I write about Amazon, I'll note I worked there from 1997-2004 and that I still own some shares in the company. I still have many friends who work there, though I have no more idea what Amazon is working on now than any of you in the public.] With every quarterly earnings call, my Twitter feed lights up with jokes about how Amazon continues to grow its revenue and make no profits and how trusting investors continue to rewards the company for it. The apotheosis of that

The fan-made mod of the original Fallout game has a real trailer and it looks sick

Fallout: Bakersfield is a fan-made mod of the 1990s original that's been on our radar for a few years. We got a little teaser back in 2022 , but it's been radio silence since then. Now there's an actual trailer filled with gameplay footage and it looks pretty nifty. Developer Alexander "Red888guns" Berezin is the brains behind the project and he used the GZDoom engine to recreate the ghoul city of Necropolis from Fallout 1 as an FPS that resembles the newer games. The art style is pretty incred

Mercedes-Benz’s Latest Decision Signals Trouble Ahead for EVs

We are likely to see this story repeat itself, with only the names at the top changing. Mercedes-Benz’s latest announcement does not bode well for the future of electric vehicles in the United States, especially as federal tax breaks are set to expire. On September 30, the federal incentives introduced under the Biden administration to support EV adoption will officially disappear. These tax credits were designed to offset the higher cost of EVs compared to gas-powered vehicles. But with the cl

New records on Wendelstein 7-X

Also called the Lawson Criteria, fusion triple product defines the threshold that must be exceeded for a plasma to produce more fusion power than the heating power injected. It marks the point where the energy balance across the plasma becomes positive, and the fusion reaction can sustain itself without (or with greatly reduced) external heating. The triple product is derived from three factors—ion temperature (T), density (n) and energy confinement time (τ). In any future fusion power plant, a

9to5Mac Daily: July 21, 2025 – iPad Pro and iPhone 17 Air rumors

Listen to a recap of the top stories of the day from 9to5Mac. 9to5Mac Daily is available on iTunes and Apple’s Podcasts app, Stitcher, TuneIn, Google Play, or through our dedicated RSS feed for Overcast and other podcast players. Sponsored by Bitwarden: Check out Bitwarden Password Manager, featuring a new Apple Watch authenticator integration, secure autofill on Safari and iOS apps, and enterprise-grade security tools that help you manage credentials with confidence. New episodes of 9to5Mac D

Tesla’s response to cratering sales? A deals blitz

is transportation editor with 10+ years of experience who covers EVs, public transportation, and aviation. His work has appeared in The New York Daily News and City & State. With its sales in the crapper, Tesla is resorting to a slate of deals and incentives to get reinvigorate flagging customer interest in its lineup of electric vehicles. In recent days, the automaker has rolled out a series of discounts and financing incentives on all of its models, as it seeks to capitalize on what is likely

Cryptocurrency exchanges begin offering tokenized securities

As cryptocurrencies become more intertwined with the traditional financial system, industry heavyweights are racing for a long-sought goal of turning real-world assets into digital tokens. “Tokenization is going to open the door to a massive trading revolution,” said Vlad Tenev, the CEO of the trading platform Robinhood at a recent James Bond-themed tokenization launch event in the south of France. Advocates say tokenization is the next leap forward in crypto and can help break down walls that

Hisense U8QG TV Review: Beautifully Bright, Tough to Tame

If you’re after a crazy-bright TV, Hisense’s U8 series has you covered. In the past few years, each new U8 model has ramped up the juice considerably, with the U8QG offering another powerful upgrade over last year’s U8N (8/10, WIRED Recommends). Considering I freely referred to the U8N with words like “nuclear” and “weapons-grade,” that’s saying something. Of course, while TV brightness is key for bolstering colors and hitting the hottest HDR (high dynamic range) highlights, brighter doesn’t alw

Topics: google model tv u8n u8qg

Apple details how it trained its new AI models: 4 interesting highlights

During WWDC25, Apple announced new versions of its on-device and cloud-based foundation models. Now, they have published a tech report detailing how those models were trained, optimized, and evaluated. And the report includes some genuinely interesting under-the-hood tidbits. In a comprehensive document called “Apple Intelligence Foundation Language Models – Tech Report 2025“, the company walks through multiple aspects of the new models, including their architecture, data sources, pre-training,

ChatGPT's GPT-5-reasoning-alpha model spotted ahead of launch

GPT-5 might be just a few days or weeks away, as we've spotted references to a new model called gpt-5-reasoning-alpha-2025-07-13. As spotted on X, OpenAI is testing a model called "gpt-5-reasoning-alpha-2025-07-13." This model was finalised on the 13th of July, and it appears to be the final round of testing. "Models: openai/gpt-5-reasoning-alpha-2025-07-13: reasoning_effort: high," one of the code references read. Alexander Wei, a researcher at OpenAI, recently confirmed that GPT-5 is on it

Topics: alpha gpt model o3 openai

Want to Avoid Microplastics? Start by Skipping These 8 Foods

Microplastics used to sound like a distant environmental issue, but they're showing up in more places than you'd expect, including the food we eat every day. According to new research, even something as simple as chewing gum could be exposing you to tiny plastic particles. With something as common as chewing gum becoming a delivery system for microplastics, many people are concerned about how often they're consuming the potential hidden hazard. The average person takes in between 39,000 and 52,

The best Good Luck modules are getting One UI 8 support with cool new features

Hadlee Simons / Android Authority TL;DR Good Lock modules like Home Up, MultiStar, NavStar, and QuickStar have been updated with support for One UI 8. Home Up’s update also brings several new features and improvements to the DIY Home Screen feature. One UI 8 stable is expected to reach many more smartphones across Samsung’s lineup in the near future. The Galaxy Z Fold 7, Flip 7, and Flip 7 FE are out, and they are the first phones to get a stable version of One UI 8. With their launch done a

Animals Are the Original Wellness Influencers

In the early 2010s, researchers in Mexico City noticed that sparrows and finches at the national university were lacing their nests with cigarette butts. The birds would collect the butts—mostly smoked—carefully remove the outer paper layer, and weave fibers from the filters into their homes, among the twigs and grass. Beyond Wellness The line between science and wellness has been blurred beyond recognition. WIRED is here to help. This sort of dubious yet intriguing lifestyle choice will be fa

Meta snubs the EU’s voluntary AI guidelines

Meta says it won’t sign the European Union’s artificial intelligence code of practice agreement, warning that “Europe is heading down the wrong path on AI.” The code published by the EU on July 10th is a voluntary set of guidelines to help companies follow the AI Act’s rules around general-purpose AI before they come into effect in a few weeks. “We have carefully reviewed the European Commission’s Code of Practice for general-purpose AI (GPAI) models and Meta won’t be signing it,” Meta’s global

Topics: act ai code eu general

Here’s how Apple Intelligence keeps privacy in mind versus the competition

Artificial intelligence has obviously been the industry craze for the past couple years. While large language models are incredibly capable, they’ve always come with a bit of a compromise: privacy. Ultimately, you’re still using a model hosted in the cloud, and all of your conversations are stored on some server. Apple’s always had privacy at the core of its products – so in the months leading up to the debut of Apple’s AI features, many people wondered: how would Apple handle it? Today, we del

5 tips for building foundation models for AI

imaginima/Getty Many businesses are just beginning to grapple with the impact of artificial intelligence, but some have been using machine learning (ML) and other emerging technologies for over a decade. Also: Most AI projects are abandoned - 5 ways to ensure your data efforts succeed For Manish Jethwa, CTO at Ordnance Survey (OS), the UK's national mapping service, the priority is to combine his organization's AI and ML experiences with recent advances in generative AI to refine, distribute,

Topics: ai data models os said

What birdsong and back ends can teach us about magic

Teller describes the underlying principle like so: “Sometimes magic is just someone spending more time on something than anyone else might reasonably expect.” Allen Pike: An Unreasonable Amount of Time And if you look at it from the other direction, that means that you - yes, you personally 🫵 - have the opportunity to produce magical experiences without any “secret sauce” beyond your willingness to put in the work. But it might not come easily. Progress Everyone who writes code goes through t

Agents built from alloys

This spring, we had a simple and, to my knowledge, novel idea that turned out to dramatically boost the performance of our vulnerability detection agents at XBOW. On fixed benchmarks and with a constrained number of iterations, we saw success rates rise from 25% to 40%, and then soon after to 55%. The principles behind this idea are not limited to cybersecurity. They apply to a large class of agentic AI setups. Let me share. XBOW’s Challenge XBOW is an autonomous pentester. You point it at yo

“The Bitter Lesson” is wrong. Well sort of

“The Bitter Lesson” is wrong. Well… sort of. Assaf Pinhasi 3 min read · 1 hour ago 1 hour ago -- Listen Share TL;DR There is no dichotomy between domain knowledge vs. “general purpose methods that leverage data+compute”. They are both powerful tools that compensate for each other and need to be balanced and traded off during the model building process. “The bitter lesson” in 30 seconds “The bitter lesson” is one of the most popular opinion pieces about AI research and it’s future. In his w

FFmpeg devs boast of another 100x leap thanks to handwritten assembly code

The developers behind the FFmpeg project are again claiming major performance uplifts delivered by wielding the art of handwritten assembly code. With the latest patch applied, users should see a “100x speedup” in the cross-platform open-source media transcoding application. However, the developers were soon to clarify that the 100x claim applies to just a single function, “not the whole of FFmpeg.” BREAKING: FFmpeg 100x speedup from handwritten assembly13:55:30 <•haasn> rangedetect8_avx512: 12

Today's NYT Strands Hints, Answers and Help for July 21 #505

Looking for the most recent Strands answer? Click here for our daily Strands hints, as well as our daily answers and hints for The New York Times Mini Crossword, Wordle, Connections and Connections: Sports Edition puzzles. Today's NYT Strands puzzle is a tough one. Once you see the theme, you'll know why -- really, there are so many words that could have been answers, because you can craft any and all shapes out of paper. If you need hints and answers, read on. I go into depth about the rules

Today's NYT Connections Hints, Answers and Help for July 21, #771

Looking for the most recent Connections answers? Click here for today's Connections hints, as well as our daily answers and hints for The New York Times Mini Crossword, Wordle, Connections: Sports Edition and Strands puzzles. Hey, Seinfeld fans, today's NYT Connections puzzle is right up your alley. That makes the blue category fun, but that purple category got me, as always. Read on for clues and today's Connections answers. The Times now has a Connections Bot, like the one for Wordle. Go the

Today's NYT Connections: Sports Edition Hints and Answers for July 21, #301

Looking for the most recent regular Connections answers? Click here for today's Connections hints, as well as our daily answers and hints for The New York Times Mini Crossword, Wordle and Strands puzzles. Golf knowledge is a weak point for me, so I struggled a little with today's Connections: Sports Edition. It's nice to see an appearance from one of the best team names in minor league ball. Hello, Yard Goats fans. Stuck? Check out our hints and get the answers. Connections: Sports Edition is

LLM architecture comparison

It has been seven years since the original GPT architecture was developed. At first glance, looking back at GPT-2 (2019) and forward to DeepSeek-V3 and Llama 4 (2024-2025), one might be surprised at how structurally similar these models still are. Sure, positional embeddings have evolved from absolute to rotational (RoPE), Multi-Head Attention has largely given way to Grouped-Query Attention, and the more efficient SwiGLU has replaced activation functions like GELU. But beneath these minor refi

Coding with LLMs in the summer of 2025 – an update

antirez 6 hours ago. 31112 views. Frontier LLMs such as Gemini 2.5 PRO, with their vast understanding of many topics and their ability to grasp thousands of lines of code in a few seconds, are able to extend and amplify the programmer capabilities. If you are able to describe problems in a clear way and, if you are able to accept the back and forth needed in order to work with LLMs, you can reach incredible results such as: 1. Eliminating bugs you introduced in your code before it ever hits any

Topics: code coding llm llms work