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If you've ever built an application that integrates with multiple LLM providers (Anthropic, Google, OpenAI, DeepSeek), you already know the pain: Each provider has its own distinct Python SDK. Streaming responses using Server-Sent Events (SSE) requires divergent parser logic. Thinking / Reasoning blocks are formatted completely differently. I recently extracted the core streaming router from my platform into an open-source FastAPI template. Here is how it works. Obje...

Abstract: (shortened) In recent years, automatic analysis over this unstructured data has become possible via machine learning (ML). Analysts can use ML to extract structured information from these unstructured sources, such as object types and location from a video. The structured information can subsequently be used in downstream analysis, e.g., the urban planner can count the number of cars that passed by an intersection. Unfortunately, using ML for these analyses is challenging. Deployin...

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Tesla shares have broken well clear of their recent trading pattern today. After spending the past

How we scoped Gemini Flash to a single job: converting messy chat into strongly-typed { topic, choice } JSON schemas without touching business logic.

Five-season program brings together industry partners to help crypto-native users better understand global markets, asset classes and emerging financial opportu

Ninety-five percent of organizations believe they have visibility into their AI and machine identity exposures, yet only 36% are actually monitoring them.

Turning Point will spend tens of millions on ads and turnout, sources say, with a focus on New Hampshire, Arizona, and Nevada.

The City Attorney’s Office has asked Meta to explain how the harmful ads repeatedly ran on Facebook and Instagram. The company claims the ads are not under the city’s jurisdiction.

Jacob Coxon talks to WIRED about the “mini Manhattan project” inside Anthropic, the problem with alignment, and why AI labs have just a few years left to make their systems safe.

Apple rolled out the Apple Watch Series 12 and Apple Watch Ultra 4 at the "Surprise and shine" event. The new watches feature sizable improvements to the health sensors and tracking, plus the ability to recite audio transcriptions and summaries, plus a ceramic case option for the Series 12. Despite the new features, the watches […]

At Wednesday's iPhone Duo launch event, Apple announced a handful of new Siri AI Audio Intelligence features, including Siri Recap, Live Rewind, Sound Recognition, and Music Recognition. Alongside its announcement, Apple released a document laying out how it plans to balance AI "ambient listening" and users' privacy. It says the raw audio from the new […]

OpenAI's announcement Tuesday that it has solved one of mathematics' legendary Millennium Prize problems should have been a moment of triumph. The result is both an undeniable achievement and a striking demonstration of just how rapidly AI is transforming mathematics. But before it was even formally announced, the breakthrough had been complicated by the unusual […]

Suno's new v6 AI music model is its first made with support from the record industry. Suno's Jack Brody told The Verge that v6 was "trained from the ground up, with a new set of data that does not include the same data that our previous models were trained on." The data includes content licensed […]

Paying more for a new phone seems almost unavoidable after Apple's event today. The new iPhone 18 Pro and Pro Max start at $1,199 and $1,299, respectively - a $100 price hike over their predecessors. You can't dodge the price hike by opting for an older iPhone, either, because Apple raised prices on those by […]

Matt Mullenweg, the CEO of WordPress.com owner Automattic, has been placed on a paid leave of absence, as reported earlier by 404 Media. In an internal message by the outlet, Mullenweg claims Automattic chief financial officer Mark Davies "conspired" with board members to place him on leave. "They voted to put me on a paid […]

Apple announced the company's first device with a folding screen today, the iPhone Duo, but that's where the firsts end. The Duo is not only far from the first foldable on the market thanks to the efforts of Samsung and Google, but it's also not the first product to be called the Duo. Former Apple […]

Apple has seen reason: It has a black model in the iPhone Pro lineup again. Last year, Apple went bold with its colors for the iPhone 17 Pro, offering a flashy orange, a shiny silver, and a dark blue. Don't get me wrong, they looked nice. But there was no black (or dark gray) for […]

September Apple events are always a swirl of information and new, exciting products, and today's was no different. Apple announced its first foldable, the iPhone Duo, alongside the iPhone 18 Pro and Pro Max; active noise cancellation (ANC) is now on the cheapest AirPods model, the AirPods 5; and a Siri Recap feature comes to […]

The main event was the tech giant's highly anticipated first foldable phone, the iPhone Duo.

Apple says its new watches won’t save raw audio, but features that can transcribe recent speech and summarize ambient conversations raise new questions about consent, privacy, and how people behave when they know they could always be recorded.

John Ternus made the case in his first keynote as Apple CEO that the iPhone isn't going anywhere.

Massachusetts has become the third state in as many months to slap new restrictions on data center development.

Paul Christiano, an influential AI researcher focused on alignment, is joining the OpenAI Foundation as a member of its board.

Mullenweg said in a company Slack message that it was against his will.

Hey DEV! 👋 I'm excited to share a project I've been building: EchoedWild 🐾🌎 EchoedWild is a wildlife education and conservation platform focused on making information about animals, endangered species, and conservation more accessible and engaging for students, educators, and wildlife enthusiasts. I've been building the project around modern web development, with a focus on performance, accessibility, clean UI, and a great user experience. 💻 What I'm building with HT...

👋 Hey, Dev.to! I'm Divy — a backend developer who fell down the AI rabbit hole and never quite climbed back out. A year ago, I was building APIs, writing database queries, and living a peaceful life. Then I discovered LLMs, and everything changed. I learned LangChain . Then LangGraph . Then CrewAI . Then AutoGen . I studied every type of memory. I built RAG pipelines. I wrote prompts that were longer than some of my actual code files. And after all that? The LLM still hallucinated. ...

DeepSeek V4.1 Flash: The Native Multimodal Model That's Breaking Speed Records How DeepSeek Achieved 420 Tokens/Second Without Sacrificing Accuracy Published: September 9, 2026 | Reading time: 10 minutes The Surprise Beta On September 8, 2026, DeepSeek quietly launched a beta test for V4.1 Flash, an intermediate model with the identifier deepseek-v4.1-flash-expires-on-0910 . The model name itself reveals the urgency—this beta expires on September 10, giving...