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Releasing open weights for FLUX.1 Krea

However, a clear trend when working with AI generated images is their unique look: overly-blurry backgrounds, waxy skin textures, boring composition, and more. Together, these problems constitute what is now known as the “AI look” . Image generation has come a long way since the early days of generating cats and flowers with GANs. Today's models can generate coherent human faces, limbs, and hands. They understand exact quantities, render complex typography, and make an astronaut ride a horse.

Rumor Replay: iPhone 17 Pro camera upgrades, prices, and more

This is Rumor Replay, a weekly column at 9to5Mac offering a quick rundown of the most recent Apple product rumors, with analysis and commentary. Today: iPhone 17 Pro camera upgrades, pricing, colors, and more. Here are this week’s Apple rumors. iPhone 17 Pro-exclusive camera features Citing an anonymous tipster, MacRumors reported that three iPhone 17 Pro-exclusive camera upgrades are coming: 8x telephoto zoom Second Camera Control button at top of device New ‘pro camera’ app Separately, a t

Why I recommend this TCL Mini LED TV over flagship OLED models - especially at this price

TCL QM7K (2025) ZDNET's key takeaways The TCL QM7K (65-inch) is on sale for $899 ($700 off). It has exceptional contrast and superb glare resistance, plus AI features and gaming boosts. The setup process for this beautiful-looking TV is tedious. View now at Amazon Recently, I took a look at this year's base-level Mini-LED set from TCL, the QM6K. After spending some time with its higher-end sibling, the TCL QM7K, I immediately noticed some advancements over the lesser model, but it's up to you

Topics: model qm6k qm7k tcl tv

Read This Before You Trust Any AI-Written Code

We are in the era of vibe coding, allowing artificial intelligence models to generate code based on a developer’s prompt. Unfortunately, under the hood, the vibes are bad. According to a recent report published by data security firm Veracode, about half of all AI-generated code contains security flaws. Veracode tasked over 100 different large language models with completing 80 separate coding tasks, from using different coding languages to building different types of applications. Per the repor

Gemini Embedding: Powering RAG and context engineering

Since announcing the general availability of our Gemini Embedding text model, we've seen developers rapidly adopt it to build advanced AI applications. Beyond traditional use cases like classification, semantic search, and retrieval-augmented generation (RAG), many are now using a technique called context engineering to provide AI agents with complete operational context. Embeddings are crucial here, as they efficiently identify and integrate vital information—like documents, conversation histor

Inside the Summit Where China Pitched Its AI Agenda to the World

Three days after the Trump administration published its much-anticipated AI action plan, the Chinese government put out its own AI policy blueprint. Was the timing a coincidence? I doubt it. China’s “Global AI Governance Action Plan” was released on July 26, the first day of the World Artificial Intelligence Conference (WAIC), the largest annual AI event in China. Geoffrey Hinton and Eric Schmidt were among the many Western tech industry figures who attended the festivities in Shanghai. Our WIR

Is Mark Zuckerberg flip flopping on open source AI?

Earlier today, Mark Zuckerberg shared a rambling memo outlining his vision to build AI "superintelligence." In the memo, Zuckerberg hinted that the pursuit of more powerful AI might require the company to be more selective in what it open sources. Citing "safety concerns" he wrote that Meta would need to be "rigorous" about such decisions. The line stood out to many as Zuckerberg — who once said " fuck that " in reference to closed platforms — has made open source central to Meta's AI strategy.

Google's 'virtual satellite' AI model can provide a near real-time view of Earth

Google has introduced a new AI model called AlphaEarth Foundations that it says can function like a "virtual satellite." The model uses a system called "embedding," which works by taking big volumes of pubic information from various sources every day, such as optical satellites, radars and climate simulations, and then combining them all together. It then divides lands and coastal waters into 10x10 meter squares, which it then analyzes and tracks over time. As Wired explains, these squares are c

Ollama's new app

Ollama’s new app is now available for macOS and Windows. An easier way to chat with models Ollama’s macOS and Windows now include a way to download and chat with models. Chat with files Ollama’s new app supports file drag and drop, making it easier to reason with text or PDFs. For processing large documents, Ollama’s context length can be increased in the settings. Note: this will require more memory. Multimodal support Building on Ollama’s new multimodal engine, images can be sent to mod

The two people shaping the future of OpenAI’s research

OpenAI has kept up a run of new releases—putting out major updates to its GPT-4 series, launching a string of generative image and video models, and introducing the ability to talk to ChatGPT with your voice. Six months ago it kicked off a new wave of so-called reasoning models with its o1 release, soon followed by o3. And last week it released its browser-using agent Operator to the public. It now claims that more than 400 million people use its products every week and submit 2.5 billion prompt

LangChain’s Align Evals closes the evaluator trust gap with prompt-level calibration

Want smarter insights in your inbox? Sign up for our weekly newsletters to get only what matters to enterprise AI, data, and security leaders. Subscribe Now As enterprises increasingly turn to AI models to ensure their applications function well and are reliable, the gaps between model-led evaluations and human evaluations have only become clearer. To combat this, LangChain added Align Evals to LangSmith, a way to bridge the gap between large language model-based evaluators and human preferenc

Anthropic Users Melt Down After Company Institutes New Rate Limits

Anthropic is changing its usage limits — and its fanbase is already pointing fingers. In a post on X, the OpenAI rival announced that it's introducing new weekly rate limits to paid subscribers after it says a small handful of users abused their privileges and, essentially, ruined it for everyone else. "Claude Code has seen unprecedented demand, especially as part of our Max plans," Anthropic explained, referencing its highest subscription tier that runs $100 to $200 per month, depending on us

‘Subliminal learning’: Anthropic uncovers how AI fine-tuning secretly teaches bad habits

Want smarter insights in your inbox? Sign up for our weekly newsletters to get only what matters to enterprise AI, data, and security leaders. Subscribe Now A new study by Anthropic shows that language models might learn hidden characteristics during distillation, a popular method for fine-tuning models for special tasks. While these hidden traits, which the authors call “subliminal learning,” can be benign, the research finds they can also lead to unwanted results, such as misalignment and har

Show HN: Open-source alternative to ChatGPT Agents for browsing

Meka Agent Meka Agent is an open-source, autonomous computer-using agent that delivers state-of-the-art browsing capabilities. The agent works and acts in the same way humans do, by purely using vision as its eyes and acting within a full computer context. It is designed as a simple, extensible, and customizable framework, allowing flexibility in the choice of models, tools, and infrastructure providers. Benchmarks The agent primarily focuses on web browsing today, and achieves state-of-the-

Ollama has a native front end chatbot now

Ollama’s new app is now available for macOS and Windows. An easier way to chat with models Ollama’s macOS and Windows now include a way to download and chat with models. Chat with files Ollama’s new app supports file drag and drop, making it easier to reason with text or PDFs. For processing large documents, Ollama’s context length can be increased in the settings. Note: this will require more memory. Multimodal support Building on Ollama’s new multimodal engine, images can be sent to mod

Show HN: State of the Art Open-source alternative to ChatGPT Agents for browsing

Meka Agent Meka Agent is an open-source, autonomous computer-using agent that delivers state-of-the-art browsing capabilities. The agent works and acts in the same way humans do, by purely using vision as its eyes and acting within a full computer context. It is designed as a simple, extensible, and customizable framework, allowing flexibility in the choice of models, tools, and infrastructure providers. Benchmarks The agent primarily focuses on web browsing today, and achieves state-of-the-

Google’s Newest AI Model Acts like a Satellite to Track Climate Change

Google’s newest AI model is going to scour the Earth and, ideally, help it out. That's the plan, anyway. The mission is to find out once and for all, in fine detail, what we are doing to our planet. Crucially, once the model has supposedly done this it will also, apparently, explain where we might be able to best put things in place to help our world. AlphaEarth Foundations, an offshoot of Google’s DeepMind AI model, aims to leverage machine learning and all the gobs and gobs of data that Googl

Studies Show AI Models Love to Share With One Another (and Do a Little Price Fixing as a Treat)

Sharing is caring. Two recent studies took a look at what happens when you let AI models communicate with each other. Both should probably give us pause about letting these machines make friends with one another. The first study—a preprint paper out of Northeastern University’s National Deep Inference Fabric, which seeks to peer into the black box of large language models and understand how they work—found that AI models pass along hidden signals to one another during training. That can includ

Topics: ai like model models pass

Zuckerberg signals Meta won’t open source all of its ‘superintelligence’ AI models

Meta CEO Mark Zuckerberg shared his vision on Wednesday for “personal superintelligence,” the idea that people should be able to use AI to achieve their personal goals. Smuggled into the letter is a signal that Meta is shifting how it plans to release AI models as it pursues “superintelligence.” “We believe the benefits of superintelligence should be shared with the world as broadly as possible,” wrote Zuckerberg. “That said, superintelligence will raise novel safety concerns. We’ll need to be

M5 MacBook Pro could pose a big dilemma for upgrade decisions

If you’re interested in a new MacBook Pro, the current M4 model is an excellent option. But the M5 MacBook Pro will launch in the coming year too, and decisions about whether to upgrade could be a lot more complicated than usual. M5 vs M6 MacBook Pro: Two very different options For anyone expecting to upgrade their MacBook Pro in the coming year or so, Apple may have two very different options for you. The M5 MacBook Pro, which will launch either later this year or in early 2026, isn’t expect

Arcee opens up new enterprise-focused, customizable AI model AFM-4.5B trained on ‘clean, rigorously filtered data’

Want smarter insights in your inbox? Sign up for our weekly newsletters to get only what matters to enterprise AI, data, and security leaders. Subscribe Now Arcee.ai, a startup focused on developing small AI models for commercial and enterprise use, is opening up its own AFM-4.5B model for limited free usage by small companies — posting the weights on Hugging Face and allowing enterprises that make less than $1.75 million in annual revenue to use it without charge under a custom “Arcee Model Li

Topics: 5b afm ai arcee model

Apple's MacBook Air M4 drops to a record-low price on Amazon

Engadget has been testing and reviewing consumer tech since 2004. Our stories may include affiliate links; if you buy something through a link, we may earn a commission. Read more about how we evaluate products . Whether you need a new MacBook for the upcoming semester or you've just been itching to upgrade from an older machine, now's a good time to buy. Amazon has a sale on the latest M4 MacBook Air that knocks up to 20 percent off many configurations. The base model is where you'll get the

Galaxy S26 is dead, long live S26 Pro: Another leak points to Samsung’s flagship shakeup

Ryan Haines / Android Authority TL;DR We previously found code evidence within One UI 8 suggesting that Samsung’s next flagship lineup could consist of the Galaxy S26 Pro, Galaxy S26 Edge, and Galaxy S26 Ultra. However, GSMA listings for the base Galaxy S26 contradicted this finding. Previously listed as “Galaxy S26,” updated GSMA listings were spotted for SM-S942, which now list the same model number as the “Galaxy S26 Pro.” This corroborates our previous finding and suggests that the Galaxy

Acree opens up new enterprise-focused, customizable AI model AFM-4.5B trained on ‘clean, rigorously filtered data’

Want smarter insights in your inbox? Sign up for our weekly newsletters to get only what matters to enterprise AI, data, and security leaders. Subscribe Now Arcee.ai, a startup focused on developing small AI models for commercial and enterprise use, is opening up its own AFM-4.5B model for limited free usage by small companies — posting the weights on Hugging Face and allowing enterprises that make less than $1.75 million in annual revenue to use it without charge under a custom “Acree Model Li

RIP Shunsaku Tamiya, the man who made plastic model kits a global obsession

Shunsaku Tamiya, former president and chairman of Tamiya, Inc., passed away on July 18. His death was announced on July 21, with funeral services attended by close family and friends. Mr Tamiya led the transformation of Tamiya into a world-renowned manufacturer of high-precision plastic model kits, radio control vehicles, and motorized Mini 4WD racers. He joined the company founded by his father originally as a transport firm, and switched to supplying lumber after the war. That brought about

Positron believes it has found the secret to take on Nvidia in AI inference chips — here’s how it could benefit enterprises

Want smarter insights in your inbox? Sign up for our weekly newsletters to get only what matters to enterprise AI, data, and security leaders. Subscribe Now As demand for large-scale AI deployment skyrockets, the lesser-known, private chip startup Positron is positioning itself as a direct challenger to market leader Nvidia by offering dedicated, energy-efficient, memory-optimized inference chips aimed at relieving the industry’s mounting cost, power, and availability bottlenecks. “A key diffe

How Does Lightning Start? New Research Provides a Groundbreaking Theory

Lightning has long terrified and fascinated scientists and non-scientists alike. For something so relatively common, the precise atmospheric events that give rise to a lightning strike have been shrouded in mystery, but new research is offering some tantalizing clues. A team of engineers and meteorologists believe they’ve cracked the curious case of how lightning forms in the cloudtops, and their solution comes from an increasingly influential contender for cracking climate mysteries: mathemati

Playing with Open Source LLMs

Every 6 months or so, I decide to leave my cave and check out what the cool kids are doing with AI. Apparently the latest trend is to use fancy command line tools to write code using LLMs. This is a very nice change, since it suddenly makes AI compatible with my allergy to getting out of the terminal. Me, browsing HN from my cave (by Stable Diffusion) The most popular of these tools seems to be Claude Code. It promises to be able to build in total autonomy, being able to use search code, write

Apple just lost another AI researcher as it weighs shift to third-party models

Apple’s foundation models team has been bleeding staff, and today Bloomberg has reported on yet another departure while Apple continues weighing a major AI pivot. Meta has poached four of Apple’s AI staff in the past month It’s been a rough month for Apple’s AI ambitions. First, Meta hired away Apple’s head of foundation models. Then, two important colleagues followed their former boss to Meta. Now today, a fourth foundation models staff member has reportedly gone to Meta’s new ‘Superintelli

Topics: afm ai apple meta models

Scientists Unveil the Shocking Truth Behind Lightning’s Mysterious Birth

Lightning has long terrified and fascinated scientists and non-scientists alike. For something so relatively common, the precise atmospheric events that give rise to a lightning strike have been shrouded in mystery, but new research is offering some tantalizing clues. A team of engineers and meteorologists believe they’ve cracked the curious case of how lightning forms in the cloudtops, and their solution comes from an increasingly influential contender for cracking climate mysteries: mathemati