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The key to getting MVC correct is understanding what models are

Smalltalk MVC is defined in Design Pattern as: MVC Consists of three kinds of objects. The Model is the application object, the View is its screen presentation, and the Controller defines the way the user interface reacts to user input. However this definition has been abused over the years - Back in 2003 I gave a talk citing how bad Apple’s definition was. At the time it stated: A view object knows how to display and possibly edit data from the application’s model… A controller object acts a

Over 80% of sunscreen performed below their labelled efficacy (2020)

The use of effective sunscreen can reduce the harm caused to the skin by ultraviolet rays (UV) and slow down skin aging. The Consumer Council tested 30 models of sunscreen for daily use and over 80% of them were found to perform below their respective labelled efficacy. The measured sunscreen efficacy of 4 models were below SPF15, of which 2 were sunscreen products with very high protection i.e. labelled with SPF50+. Among the 23 models using the “PA System” which is commonly adopted by Asian co

The MVC definition has been abused

Smalltalk MVC is defined in Design Pattern as: MVC Consists of three kinds of objects. The Model is the application object, the View is its screen presentation, and the Controller defines the way the user interface reacts to user input. However this definition has been abused over the years - Back in 2003 I gave a talk citing how bad Apple’s definition was. At the time it stated: A view object knows how to display and possibly edit data from the application’s model… A controller object acts a

AYANEO just undercut the Odin 3 for the cheapest 8 Elite handheld, and you can pre-order today

AYANEO TL;DR The KONKR Pocket FIT and FIT Elite are available for pre-order now, with early bird discounts. Pricing on the G3 Gen 3 model starts at $239, with the 8 Elite model starting at $269. The AYN Odin 3, which also has an 8 Elite and launches tomorrow, starts at $299. They say competition is good for the consumer, and never has that been felt more by the Android gaming handheld community than in the past few weeks. First, AYANEO and AYN released competing dual-screen clamshells in the

AI's not 'reasoning' at all - how this team debunked the industry hype

Pulse/Corbis via Getty Images Follow ZDNET: Add us as a preferred source on Google. ZDNET's key takeaways We don't entirely know how AI works, so we ascribe magical powers to it. Claims that Gen AI can reason are a "brittle mirage." We should always be specific about what AI is doing and avoid hyperbole. Ever since artificial intelligence programs began impressing the general public, AI scholars have been making claims for the technology's deeper significance, even asserting the prospect

GLM 4.5 with Claude Code

GLM Coding Plan — designed for Claude Code users, starting at $3/month to enjoy a premium coding experience! GLM-4.5 and GLM-4.5-Air are our latest flagship models, purpose-built as foundational models for agent-oriented applications. Both leverage a Mixture-of-Experts (MoE) architecture. GLM-4.5 has a total parameter count of 355B with 32B active parameters per forward pass, while GLM-4.5-Air adopts a more streamlined design with 106B total parameters and 12B active parameters. Both models sh

Two authors accuse Apple of illegally training AI models on pirated books

A new proposed class action suit was filed in the federal court in Northern California today, accusing Apple of illegally using books to train its AI models. Here are the details. Authors base the accusation on Apple’s own documents As reported by Reuters, authors Grady Hendrix and Jennifer Robertson are accusing Apple of using a pirated dataset, in which their work was included. From the lawsuit: “But Apple is building part of this new enterprise using Books3, a dataset of pirated copyrighte

OpenAI reorganizes research team behind ChatGPT’s personality

OpenAI is reorganizing its Model Behavior team, a small but influential group of researchers who shape how the company’s AI models interact with people, TechCrunch has learned. In an August memo to staff seen by TechCrunch, OpenAI’s chief research officer Mark Chen said the Model Behavior team — which consists of roughly 14 researchers — would be joining the Post Training team, a larger research group responsible for improving the company’s AI models after their initial pre-training. As part o

What Are AI Hallucinations? Why Chatbots Make Things Up, and What You Need to Know

If you've used ChatGPT, Google Gemini, Grok, Claude, Perplexity or any other generative AI tool, you've probably seen them make things up with complete confidence. This is called an AI hallucination -- although one research paper suggests we call it BS instead -- and it's an inherent flaw that should give us all pause when using AI. Hallucinations happen when AI models generate information that looks plausible but is false, misleading or entirely fabricated. It can be as small as a wrong date i

Anthropic Agrees to $1.5 Billion Settlement for Downloading Pirated Books to Train AI

Anthropic has agreed to pay $1.5 billion to settle a lawsuit brought by authors and publishers over its use of millions of copyrighted books to train the models for its AI chatbot Claude, according to a legal filing posted online. A federal judge found in June that Anthropic’s use of 7 million pirated books was protected under fair use but that holding the digital works in a “central library” violated copyright law. The judge ruled that executives at the company knew they were downloading pirat

Apertus 70B: Truly Open - Swiss LLM by ETH, EPFL and CSCS

Apertus Table of Contents Model Summary Apertus is a 70B and 8B parameter language model designed to push the boundaries of fully-open multilingual and transparent models. The model supports over 1000 languages and long context, it uses only fully compliant and open training data, and achieves comparable performance to models trained behind closed doors. The model is a decoder-only transformer, pretrained on 15T tokens with a staged curriculum of web, code and math data. The model uses a new

Relace (YC W23) Is Hiring for Code LLMs (SF)

Hey, we're a highly technical team building code generation models, and growing fast. We're looking for people who are down to scrap and love to build -- on both technical and GTM/Devrel roles. If you have a Physics, Math, CS degree; and training fast codegen models is something that piques your interest, please email me directly at [email protected].

Data modeling guide for real-time analytics with ClickHouse

This article was written as part of my services Querying billions of weather records and getting results in under 200 milliseconds isn’t theory; it’s what real-time analytics solutions provide. Processing streaming IoT data from thousands of sensors while delivering real-time dashboards with no lag is what certain business domains need. That’s what you’ll learn at the end of this guide through building a ClickHouse-modeled analytics use case. You’ll learn how to land data in ClickHouse that is

How big are our embeddings now and why?

Sep 1 2025 #embeddings #openai #anthropic #huggingface #dimensionality A few years ago, I wrote a paper on embeddings. At the time, I wrote that 200-300 dimension embeddings were fairly common in industry, and that adding more dimensions during training would create diminishing returns for the effectiveness of your downstream tasks (classification, recommendation, semantic search, topic modeling, etc.) I wrote the paper to be resilient to changes in the industry since it focuses on fundamenta

Gemini's 'Nano Bananas' AI Image Editing Is Fun, but I Ran Into Too Many Slipups

I've been trying out the image editing capabilities in Google's latest generative AI model, and you can, too. Named Gemini 2.5 Flash Image, it upgrades the ability to edit your photos natively in Gemini. AI enthusiasts have referred to it as the "nano bananas" model, spurred on by a series of teasers from Google execs. Google has been investing heavily in its generative media models this year, dropping updated versions of its image and video generator models at its annual I/O developers confere

Data Modeling Guide for Real-Time Analytics with ClickHouse

This article was written as part of my services Querying billions of weather records and getting results in under 200 milliseconds isn’t theory; it’s what real-time analytics solutions provide. Processing streaming IoT data from thousands of sensors while delivering real-time dashboards with no lag is what certain business domains need. That’s what you’ll learn at the end of this guide through building a ClickHouse-modeled analytics use case. You’ll learn how to land data in ClickHouse that is

ChatGPT Glossary: 56 AI Terms Everyone Should Know

AI is rapidly changing the world around us. It's eliminating jobs and flooding the internet with slop. Thanks to the massive popularity of ChatGPT to Google cramming AI summaries at the top of its search results, AI is completely taking over the internet. With AI, you can get instant answers to pretty much any question. It can feel like talking to someone who has a doctoral degree in everything. But that aspect of AI chatbots is only one part of the AI landscape. Sure, having ChatGPT help do yo

Relace (YC W23) Is Hiring for Code LLM's (SF)

Hey, we're a highly technical team building code generation models, and growing fast. We're looking for people who are down to scrap and love to build -- on both technical and GTM/Devrel roles. If you have a Physics, Math, CS degree; and training fast codegen models is something that piques your interest, please email me directly at [email protected].

The Paradigm

Over the past decade, some of the most remarkable AI breakthroughs—AlphaGo, AlphaStar, AlphaFold1, VPT, OpenAI Five, ChatGPT—have all shared a common thread: they start with large-scale data gathering (self-supervised or imitation learning, or SSL) and then use reinforcement learning to refine their performance toward a specific goal. This marriage of general knowledge acquisition and focused, reward-driven specialization has emerged as a the paradigm by which we can reliably train AI systems to

DeepSeek Is Working on an AI Agent. Will It Be Better Than ChatGPT?

China-based DeepSeek is working on developing a new agentic generative AI model, Bloomberg reports, citing anonymous sources. Agentic AI is the latest wave of AI technology. AI agents are a kind of digital assistant; they can complete tasks without a lot of human oversight. AI agents can do anything from coding to ordering you a pizza, as my colleague Imad Khan recently tested. Details about the specifics of the DeepSeek agent model are still fuzzy. An August update to DeepSeek's V3 model was

Lego's $1,000 Death Star Is No Moon. It's Not Even a Sphere

Lego has unveiled the UCS (Ultimate Collector Series) Death Star, a $1,000 model and the most expensive Lego set of all time. With a whopping 9,023 pieces, it measures 27.5 inches (70 cm) tall, 31 inches (79 cm) wide and 10.5 inches (27 cm) deep. Yes, it's big. Yes, it's round. No, it's not a sphere. But this model of the Death Star does capture the spirit of the iconic Star Wars space station. The set is divided into smaller dioramas of scenes from both the original Death Star and the Death S

Topics: death lego model set star

Should AI Get Legal Rights?

In the often strange world of AI research, some people are exploring whether the machines should be able to unionize. I’m joking, sort of. In Silicon Valley, there’s a small but growing field called model welfare, which is working to figure out whether AI models are conscious and deserving of moral considerations, such as legal rights. Within the past year, two research organizations studying model welfare have popped up: Conscium and Eleos AI Research. Anthropic also hired its first AI welfare

Here's How Much the iPhone 17 Pro and 17 Pro Max Will Reportedly Cost After Price Hike

Less than a week before Apple officially unveils all the details on its iPhone 17 lineup, the rumor mill is buzzing with estimates of what each of the four predicted model types will cost. For those who are anticipating purchasing an iPhone 17 Pro or Pro Max, there may be an increase in price over last year's model. Citing a report from Trendforce, the website Macrumors reports that the base iPhone 17 Pro and Pro Max models will cost $1,199, $200 more than the iPhone 16 Pro, but will include tw

Topics: 17 iphone max models pro

DeepSeek Is Working on an AI Agent: Will It Be Better Than ChatGPT?

China-based DeepSeek is working on developing a new agentic generative AI model, Bloomberg reports, citing anonymous sources. Agentic AI is the latest wave of AI technology. AI agents are a kind of digital assistant; they can complete tasks without a lot of human oversight. AI agents can do anything from coding to ordering you a pizza, as my colleague Imad Khan recently tested. Details about the specifics of the DeepSeek agent model are still fuzzy. An August update to DeepSeek's V3 model was

New TP-Link zero-day surfaces as CISA warns other flaws are exploited

TP-Link has confirmed the existence of an unpatched zero-day vulnerability impacting multiple router models, as CISA warns that other router flaws have been exploited in attacks. The zero-day vulnerability was discovered by independent threat researcher Mehrun (ByteRay), who noted that he first reported it to TP-Link on May 11, 2024. The Chinese networking equipment giant confirmed to BleepingComputer that it is currently investigating the exploitability and exposure of the flaw. Though a pat

Xgimi’s incredibly bright 4K projector targets daytime gamers

is a deputy editor and Verge co-founder with a passion for human-centric cities, e-bikes, and life as a digital nomad. He’s been a tech journalist for 20 years. Posts from this author will be added to your daily email digest and your homepage feed. The new Horizon 20 lineup of 4K Google TV projectors from Xgimi targets gamers who want to play day and night on the biggest screen possible. In addition to promising an incredibly bright image from the flagship model, Xgimi is at IFA 2025 saying th

DuckDuckGo adds access to advanced AI models to its subscription plan

Privacy-focused consumer tech company DuckDuckGo launched a subscription plan last year that bundled a VPN service, personal information removal, and identity theft restoration. The company said Thursday that the subscription now gives users access to the latest AI models through Duck.ai without paying extra. The Duck.ai chatbot is free to use, and users get access to models like Anthropic’s Claude 3.5 Haiku, Meta’s Llama 4 Scout, Mistral AI’s Mistral Small 3 24B, and OpenAI’s GPT-4o mini. Wit

I pay for Google Gemini, but GPT-5 has convinced me to switch to ChatGPT and here’s why

Calvin Wankhede / Android Authority ChatGPT has become the Xerox of the AI world, but OpenAI no longer has the stage to itself. Google has been pushing Gemini deeper into its ecosystem, and every few weeks it feels like another rival pops up with promises of being faster, smarter, or more useful. So when the latest GPT-5 model launched last month, it felt like a release OpenAI couldn’t afford to get wrong. While OpenAI’s benchmarks claim that GPT-5 is better than the competition, the numbers o

DuckDuckGo's subscription now offers some of the latest chatbots from OpenAI and Anthropic

Since the start of last summer, DuckDuckGo has offered a handful of AI chatbots from OpenAI, Anthropic and others directly through its browser. And while it's mostly low-cost models like GPT-4o mini and Claude 3.5 Haiku on offer, the feature, Duck.ai, allows you to use those tools without sacrificing your privacy. As a service, that appears to have resonated with DuckDuckGo users, and now the company is reorienting its Privacy Pro subscription around access to more advanced models from those pro

DuckDuckGo adds access to advanced models to it subscription plan

Privacy-focused consumer tech company DuckDuckGo launched a subscription plan last year that bundled a VPN service, personal information removal, and identity theft restoration. The company said Thursday that the subscription now gives users access to the latest AI models through Duck.ai without paying extra. The Duck.ai chatbot is free to use, and users get access to models like Anthropic’s Claude 3.5 Haiku, Meta’s Llama 4 Scout, Mistral AI’s Mistral Small 3 24B, and OpenAI’s GPT-4o mini. Wit