0 Comments
0 Shares
12 Views
Directory
Directory
-
Please log in to like, share and comment!
-
WWW.MARKTECHPOST.COMMeet Rowboat: An Open-Source IDE for Building Complex Multi-Agent SystemsAs multi-agent systems gain traction in real-world applications—from customer support automation to AI-native infrastructure—the need for a streamlined development interface has never been greater. Meet Rowboat, an open-source IDE designed to accelerate the construction, debugging, and deployment of multi-agent AI workflows. It’s powered by OpenAI Agents SDK, connects MCP servers, and can integrate into your apps using HTTP or the SDK. Backed by Y Combinator and tightly integrated with OpenAI’s Agents SDK, Rowboat offers a unique combination of visual development, tool modularity, and real-time testing—making it a compelling platform for engineering agentic AI systems at scale. Rethinking Multi-Agent Development Developing multi-agent systems typically requires orchestrating interactions between multiple specialized agents, each responsible for a distinct task or capability. This often involves stitching together prompts, toolchains, and APIs—an effort that is not only tedious but error-prone. Rowboat abstracts away much of this complexity by introducing a visual, AI-assisted development environment that allows teams to define agent behavior using natural language, integrate modular toolsets, and evaluate systems through interactive testing. The IDE is built with developers and applied AI teams in mind, especially those working on domain-specific use cases in customer experience (CX), enterprise automation, and backend infrastructure. Key Features and Architecture 1. Copilot: Natural Language-Based Agent Design At the heart of Rowboat lies its AI-powered Copilot—a system that transforms natural language specifications into runnable multi-agent workflows. For example, users can describe, “Build an assistant for a telecom company to handle data plan upgrades and billing inquiries,” and the Copilot scaffolds the entire system accordingly. This dramatically reduces the ramp-up time for teams new to multi-agent architectures. Rowboat supports Modular Command Protocol (MCP) servers, enabling seamless tool injection into agents. Developers can import tools defined in an external MCP server, assign them to individual agents within Rowboat, and trigger tool invocations through agent reasoning steps. This modular design ensures clear separation of responsibilities, enabling scalable and maintainable agent workflows. 3. Interactive Testing in the Playground The built-in Playground offers a live testing environment where users can interact with their agents, observe system behavior, and debug tool calls. It supports step-by-step inspection of conversation history, function execution, and context propagation—critical capabilities when validating agent coordination or investigating unexpected behaviors. 4. Flexible Deployment via HTTP API and Python SDK Rowboat isn’t just a visual IDE—it ships with an HTTP API and a Python SDK, giving teams the flexibility to embed Rowboat agents into broader infrastructure. Whether you’re running agents in a cloud-native microservice or embedding them in internal developer tools, the SDK provides both stateless and session-aware configurations. Practical Use Cases Rowboat is well-suited for teams building production-grade assistant systems. Some real-world applications include: Financial Services: Automate credit card support, loan updates, and payment reminders using a team of domain-specific agents. Insurance: Assist users with claims processing, policy inquiries, and premium calculations. Travel & Hospitality: Handle flight updates, hotel bookings, itinerary changes, and multilingual support. Telecom: Support billing resolution, plan changes, SIM management, and device troubleshooting. These scenarios benefit from decomposing tasks into specialized agents with focused tool access—exactly the design pattern that Rowboat enables. Conclusion Rowboat fills an important gap in the AI development ecosystem: a purpose-built environment for prototyping and managing multi-agent systems. Its intuitive design, natural language integration, and modular architecture make it more than just an IDE—it’s a full development suite for agentic systems. Whether you’re building a customer service assistant, a backend orchestration tool, or a custom LLM agent pipeline, Rowboat provides the foundation. Check out the GitHub Page. Also, don’t forget to follow us on Twitter and join our Telegram Channel and LinkedIn Group. Don’t Forget to join our 90k+ ML SubReddit. Sana HassanSana Hassan, a consulting intern at Marktechpost and dual-degree student at IIT Madras, is passionate about applying technology and AI to address real-world challenges. With a keen interest in solving practical problems, he brings a fresh perspective to the intersection of AI and real-life solutions.Sana Hassanhttps://www.marktechpost.com/author/sana-hassan/A New Citibank Report/Guide Shares How Agentic AI Will Reshape Finance with Autonomous Analysis and Intelligent AutomationSana Hassanhttps://www.marktechpost.com/author/sana-hassan/Sequential-NIAH: A Benchmark for Evaluating LLMs in Extracting Sequential Information from Long TextsSana Hassanhttps://www.marktechpost.com/author/sana-hassan/LLMs Can Now Learn without Labels: Researchers from Tsinghua University and Shanghai AI Lab Introduce Test-Time Reinforcement Learning (TTRL) to Enable Self-Evolving Language Models Using Unlabeled DataSana Hassanhttps://www.marktechpost.com/author/sana-hassan/Meet VoltAgent: A TypeScript AI Framework for Building and Orchestrating Scalable AI Agents0 Comments 0 Shares 13 Views
-
TOWARDSAI.NETLAI #72: From Python Groundwork to Function Calling, ICL Theory, and Load Balancing MoEsAuthor(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! This week’s issue bridges two ends of the spectrum: the foundations you need to get started, and the nuanced tools and ideas shaping how we build with AI today. We begin with a clear, approachable guide to Python and core computer science concepts — ideal if you’re just starting out or brushing up on the basics. But from there, things go deeper. You’ll learn how to train NanoGPT to handle function calling natively — no prompt tricks required. We explore how to turn raw data into business-ready rules, improve forecasting with adaptive decay, and evaluate LLM performance with statistical rigor. And if you’ve been following our DeepSeek series, this week’s feature on load balancing without auxiliary loss closes the loop with a surprisingly elegant solution. What’s AI Weekly This week in What’s AI, I dive into Python Fundamentals and CS Concepts. This is meant to be a one-stop starter guide for a total programming beginner. I’ll take things one step at a time and use examples to explain each concept. Don’t worry, if you don’t grasp all concepts from just this single article, you can always learn more about them in our Python course. Start your learning with this article or watch the video on YouTube, and practice these concepts to really understand them! — Louis-François Bouchard, Towards AI Co-founder & Head of Community Learn AI Together Community section! Featured Community post from the Discord Blondu0994 has built an all-in-one platform for translations, transcriptions, OCR, PDF/Word/Excel conversions, and electronic signatures. It is powered by AI, fully automated, and runs without commercial APIs. He is looking for feedback, go check it out and support a fellow community member. If you have any questions about the tool, reach out in the thread! AI poll of the week! While the polls show most of you use 4o, the discussion in the thread has moved from OpenAI to Deepseek, Perplexity, and Gemini. Is price guiding this decision, or performance? Also curious to know why anyone still isn’t using Grok. Tell me in the thread on Discord! Collaboration Opportunities The Learn AI Together Discord community is flooding with collaboration opportunities. If you are excited to dive into applied AI, want a study partner, or even want to find a partner for your passion project, join the collaboration channel! Keep an eye on this section, too — we share cool opportunities every week! 1. Uwaix. wants to do some research in AI and is looking for people who’d like to join them. If you have any topic ideas or want to pursue research, connect with them in the thread! 2. _madara_uchiha_ is exploring numpy and other Python libraries and is looking for an accountability partner available to study for three hours per day. If you have the time and are focusing on the same topics, reach out to him in the thread! Meme of the week! Meme shared by bin4ry_d3struct0r TAI Curated Section Article of the week From First Principles: Building Function Calling by Fine-tuning NanoGPT By Suyash Harlalka This blog provides a detailed walkthrough for implementing function calling by fine-tuning a NanoGPT-like model using only PyTorch and Tiktoken. Unlike methods requiring function definitions in prompts, this approach trains the model to generate structured outputs directly, improving efficiency. It explains dataset requirements, tokenizer adjustments with special tokens, custom loss masking techniques during training, and the overall training execution. The model’s progress is illustrated through examples at different training stages. Developers and researchers interested in a low-level understanding of LLM customization and efficient function calling implementation without high-level library abstractions will find this guide informative. Our must-read articles 1. Extracting Actionable Rules from Raw Data By Nehdiii This work details methods for extracting interpretable business rules from data using Decision Tree Classifiers, useful when speed or clarity is preferred over complex models. It covered decision tree theory, including Gini impurity, and offered a practical guide using sklearn with a bank marketing dataset. Key steps involved building the model, programmatically parsing the tree structure for rules, and addressing categorical feature encoding. Different strategies, like count and target encoding (with smoothing for high-cardinality features), were compared. 2. Adaptive Decay-Weighted ARMA: A Novel Approach to Time Series Forecasting By Shenggang Li This article presents Adaptive Decay-Weighted ARMA, a time series forecasting approach addressing the limitation of traditional models that treat all past data equally. It assigns higher importance to recent observations using a decay function in the loss calculation, with the decay rate adaptable or learned from the data. The method integrates standard AR lags, moving averages, and seasonal components. Empirical tests on electricity production data showed this technique, particularly with a learned decay factor, achieved lower Mean Absolute Percentage Error (MAPE) compared to standard AR, ARMA(1,1), and AR-cycle models across various forecast horizons, demonstrating improved predictive accuracy. 3. In-Context Learning Explained Like Never Before By Allohvk This article examined In-Context Learning (ICL), an emergent capability where Large Language Models (LLMs) learn tasks from prompt examples without fine-tuning. It reviewed several proposed mechanisms behind this phenomenon. Explanations include pattern completion, induction heads copying concepts, nearest-neighbor search, and Bayesian inference. A prominent theory suggests attention mechanisms simulate gradient descent during inference, learning by adjusting activations based on prompt examples. Understanding these different theories provides deeper insight into LLM capabilities. 4. Data-Driven LLM Evaluation with Statistical Testing By Robert Martin-Short This piece explored using empirical statistical methods, specifically bootstrap and permutation testing, to evaluate improvements in LLM applications. It tackled the challenge of assessing non-deterministic outputs by applying these tests to evaluation metrics, demonstrated through an example of enhancing medical note summaries based on readability scores. The analysis showed how statistical significance can quantify confidence in iterative prompt changes, considering the inherent variability in LLM outputs. This data-driven approach helps confirm whether observed performance gains are meaningful. 5. DeepSeek-V3 Explained Part 3: Auxiliary-Loss-Free Load Balancing By Nehdiii As the third part in a series on DeepSeek-V3’s architecture (which previously covered Multi-head Latent Attention and DeepSeekMoE), this piece details its auxiliary-loss-free load balancing technique for Mixture-of-Experts (MoE) models. It outlined the necessity of load balancing to prevent issues like route collapse and training instability. Prior methods, including auxiliary loss functions (risking gradient interference) and Expert Choice (with causality concerns), were reviewed. DeepSeek’s approach directly adjusts gating scores using an expert-wise bias based on token assignments, circumventing auxiliary losses while preserving causality. Evaluations indicated this method achieves a favorable balance between model performance and load distribution. If you are interested in publishing with Towards AI, check our guidelines and sign up. We will publish your work to our network if it meets our editorial policies and standards. Join thousands of data leaders on the AI newsletter. Join over 80,000 subscribers and keep up to date with the latest developments in AI. From research to projects and ideas. If you are building an AI startup, an AI-related product, or a service, we invite you to consider becoming a sponsor. Published via Towards AI0 Comments 0 Shares 16 Views
-
WWW.IGN.COMNetflix's Love, Death + Robots Season 4 Cast List Includes John Boyega, the Red Hot Chili Peppers, and MrBeastNetflix has announced the Love, Death + Robots Season 4 cast list alongside episode details and a new trailer.The fourth volume of the animated anthology series features 10 episodes brought to life by Tim Miller and David Fincher. It premiers May 15 on Netflix. Highlights include David Fincher returning as a director with his episode Can’t Stop, which features the Red Hot Chili Peppers recreated as string-puppets.The Season 4 voice cast includes Kevin Hart, John Oliver, Niecy Nash, John Boyega, Rhys Darby, and MrBeast. MrBeast’s episode is called The Screaming of the Tyrannosaur. In it, the world-famous YouTuber orchestrates dinosaur fights on a space station orbiting Jupiter.400 BOYS, meanwhile, is set in a post-apocalyptic city where warring gangs follow a bushido-like code of honor. It's based on a short story by Marc Laidlaw, former lead writer for Valve on the Half-Life series.Love, Death + Robots Vol 4 ImagesLove, Death + Robots Season 4 episode list and castCAN’T STOP: A unique take on the Red Hot Chili Peppers’ legendary 2003 performance at Slane Castle, Ireland, with band members Anthony Kiedis, Flea, Chad Smith, and John Frusciante recreated as string-puppets. Directed by David Fincher, who originally made his name with music videos in the 1980s and early ’90s, before segueing into unforgettable feature films.Director: David FincherMusic, Lyrics, & Performance: Red Hot Chili PeppersAnimation Studio: Blur Studio.Voice Cast: Anthony Kiedis, Flea, John Frusciante, Chad SmithCLOSE ENCOUNTERS OF THE MINI KIND: Tiny terror is unleashed in this mini alien apocalypse as directors Robert Bisi and Andy Lyon pay loving tribute to classic sci-fi stories of alien invasion and human stupidity using tilt-shift techniques that make the end of the world look almost cute.Director: Robert Bisi & Andy LyonWriter: Robert Bisi & Andy LyonAnimation Studio: BUCKSPIDER ROSE: A return to the fantastic cyberpunk universe of “Swarm” (Vol. 3), created by visionary sci-fi author Bruce Sterling and directed by Jennifer Yuh Nelson. On a remote asteroid mining operation, a grieving Mechanist gets a new companion and has a chance to avenge herself against the Shaper assassin who killed her husband.Director: Jennifer Yuh NelsonWriter: Joe Abercrombie, based on the short story by Bruce SterlingAnimation Studio: Blur StudioVoice Cast: Emily O’Brien, Feodor Chin, Piotr Michael & Sumalee Montano400 BOYS: In a post-apocalyptic city where warring gangs follow a bushido-like code of honor, a new gang, the 400 Boys, forces them to unite. A blend of beauty and brutality from Canadian director Robert Valley, whose LDR episode “Ice” won the Emmy for Outstanding Short Form Animation.Director: Robert ValleyWriter: Tim Miller, based on the short story by Marc LaidlawAnimation Studio: Passion Animation, a Division of Passion PicturesVoice Cast: John Boyega, Ed Skrein, Sienna King, Dwane Walcott, Rahul Kohli, Pamela Nomvete & Amar Chadha-PatelTHE OTHER LARGE THING: From the mind of prolific writer John Scalzi comes the story of a cat who plans world domination. Sanchez, as his puny human “pets” know him, is helped by a new robotic butler (voiced by Last Week Tonight host John Oliver) who can hack into the World Wide Web and is eager to help his new master.Director: Patrick OsborneWriter: John ScalziAnimation Studio: AGBOVoice Cast: Chris Parnell, John Oliver, Fred Tatasciore & Rachel KimseyGOLGOTHA: In a rare live-action entry in Love, Death + Robots, a conscientious vicar – played by Rhys Darby, (What We Do In The Shadows) – plays host to an emissary of an alien race who believes their messiah has been reborn on earth… as a dolphin. So, uh… yeah, Dolphin-Jesus. Directed by Tim Miller.Director: Tim MillerWriter: Joe Abercrombie, based on the short story by Dave HutchinsonAnimation Studio: Luma Pictures (VFX)Voice Cast: Rhys Darby, Moe Daniels, Graham McTavish, Phil Morris, Michelle Lukes & Matthew WatersonTHE SCREAMING OF THE TYRANNOSAUR: On a space station orbiting Jupiter, decadent aristocrats gather to witness a brutal contest of genetically modified gladiators — fierce combatants riding deadly, engineered dinosaurs. A tale of visceral violence and unlikely emotion, directed by Tim Miller, based on a short story by Stant Litore.Director: Tim MillerWriter: Tim Miller, based on the short story by Stant LitoreAnimation Studio: Blur StudioVoice Cast: MrBeast & Bai LingHOW ZEKE GOT RELIGION: B-17 Flying Fortress Liberty Belle has the oddest mission of World War Two: a journey into occupied France to bomb a church before the Nazis can raise an ancient evil. John McNichol’s short story of blood, fallen archangels, occult magic, and ultraviolence is directed by Diego Porral (lead animator on previous LDR classic “Kill Team Kill”).Director: Diego PorralWriter: J.T. Petty, based on the short story by John McNicholAnimation Studio: TitmouseVoice Cast: Keston John, Braden Lynch, Roger Craig Smith, Gary Furlong, Bruce Thomas, Andrew Morgado & Scott WhyteSMART APPLIANCES, STUPID OWNERS: From an angry toothbrush to an overworked smart showerhead and an intelligent toilet, various household appliances divulge tales of bemusement, scorn, and wonder about their human owners. Directed by Patrick Osborne, of Vol. 3 favorite “Three Robots: Exit Strategies.”Director: Patrick OsborneWriter: John ScalziAnimation Studio: Aaron Sims CreativeVoice Cast: Melissa Villaseñor, Ronny Chieng, Amy Sedaris, Kevin Hart, Josh Brener, Nat Faxon, Niecy Nash-Betts & Brett GoldsteinFOR HE CAN CREEP: London, 1757. A poet confined to an insane asylum believes Satan wants him to write a verse that will end the world. And the only thing standing between him and the Prince of Darkness (voiced by Dan Stevens) is his cat, Jeoffry. Emily Dean directs this wildly inventive period adaptation of Siobhan Carroll’s short story.Director: Emily DeanWriter: Tamsyn Muir, based on the short story by Siobhan CarrollAnimation Studio: Polygon Pictures Inc.Voice Cast: Dan Stevens, JB Blanc, Jim Broadbent, Nika Futterman, Jane Leeves & Dave B. MitchellWesley is the UK News Editor for IGN. Find him on Twitter at @wyp100. You can reach Wesley at wesley_yinpoole@ign.com or confidentially at wyp100@proton.me.0 Comments 0 Shares 13 Views
-
WWW.DENOFGEEK.COMAn Animated History of Doctor Who“Lux” saw the Doctor make like Bob Hoskins, and fight a cartoon (and as it happens, Mr Ring-a-Ding was animated by one of the artists who worked on Who Framed Roger Rabbit.Seeing the Doctor fight a 1930s-style animated monstrosity was the kind of thing that madeyou wonder why the Doctor hadn’t done it before (it’s because of money, that’s why, it wouldhave cost way too much money).The end result was a fourth-wall breaking uber-meta adventure that saw the Doctor and Belinda meet their own fans (which many real-world fans objected to because they wereportrayed as “liking the show” and “having friends”). However, the real highpoint of theepisode was the moment when Belinda and the Doctor themselves become cartoons.But this wasn’t the Doctor’s first time thinking with a “two-dimensional brain”… Nelvana Doctor Who The Doctor’s first run-in with animation was in the 1990s, or as fans call it “the dark times”. Doctor Who was, with the Seventh Doctor and Ace stuck in limbo after they’d walked off at the end of the last televised story, “Survival”. So Doctor Who fans did what they always do when there is no Doctor Who, they made more Doctor Who. This was a period that saw an explosion of books, comics, audios, some official, some fan-made, and of course, there were numerous attempts to bring the show back before Russell T Davies succeeded in 2005. One of the first of these attempts was from a Canadian animation studio called Nelvana. Nelvana had already had success bringing sci-fi properties to animation with the Star Wars spin-offs Droids and Ewoks, so they seemed like a natural fit for the Doctor. Their Doctor (incarnation unknown) was a white hard (or dark, spiky haired) figure in a big question-marked cyberpunk-looking trench coat, and a face that looked more or less like Tom Baker depending on the art. Development on the show got quite a long way – there’s a lot of concept art out there, and four scripts were written. Then the story goes that another animation studio told the BBC that they could it cheaper, and the project was taken from Nelvana and never heard from again. Nelvana, meanwhile, went on the win over a generation of school children with The Magic School Bus, a series about a mysterious, whimsical and outlandishly dressed figure who takes children on educational journeys through time and space in a travel machine that looks like an ordinary everyday object… The Webcast Era While a full animated Doctor Who reboot disappeared into Development Hell, the idea of animated Doctor Who just wouldn’t die. In 2001, the BBC brought Sylvester McCoy and Sophie Aldred back, ignoring the still-recent Paul McGann TV movie to give the Seventh Doctor and Ace, and Doctor Who as a whole, a “proper” ending. The story was essentially a radio play, with the visual elements created by crude Flash animations for the BBC “webcast” (which is what we called it because we hadn’t invented streaming yet). When this proved to be a success, the BBC tried it again, this time with Colin Baker’s Sixth Doctor while adding animations to his Big Finish audio “Real Time” in 2002. But when the animated webcast really grabbed everyone’s attention was in 2003, Doctor Who’s 40th anniversary, with the BBC’s web team bringing back Paul McGann for his second on-screen outing since the TV Movie. They were going remake “Shada”. Into every generation must come a remake of “Shada”. This legendary story was written by Douglas Adams for Tom Baker’s Doctor, only to grind to a halt halfway through filming because of a technicians’ strike at the BBC. Eventually the serial was abandoned, its footage eventually recycled to fill in for an absent Tom Baker during “The Five Doctors” anniversary special. Join our mailing list Get the best of Den of Geek delivered right to your inbox! Since then it has been released on home video with bridging narration, adapted into a novel by James Goss, and parts of the story even found their way into Douglas Adams’ own novel Dirk Gently’s Holistic Detective Agency (which itself has been adapted for television twice). It has even had the missing parts animated a few times – most of which we’ll get to in a bit. But one of the earliest attempts to bring “Shada” back to the screen was for the BBC’s Doctor Who website in 2003. You can still watch it here. It went so well, that suddenly the idea of an animated Doctor Who reboot was being talked about again… Scream of the Shalka “Scream of the Shalka” was another BBC webcast, but it was a real step up on what had been attempted before. Introducing a new Doctor in the form of Richard E Grant, with a script by Paul Cornell, and a robotic Master duplicate as a companion, this was not just Doctor Who, but new Doctor Who, bringing back the elements fans missed but also showing that it could tell stories for modern audiences. Produced by Cosgrove Hall, the animation studio behind Danger Mouse, Count Duckula and Wind in the Willows, it was a real step up in animation. It promised an exciting new age for Doctor Who… before the project was cut short because of plans a live action reboot. But the story still got a DVD release, and can still be watched on the BBC website here. Elements of “Scream of the Shalka” still live on in Who today. Paul Cornell went on to become a fan favourite writer for the new series, with “Father’s Day” and “Human Nature/Family of Blood” still ranking high in “Best of” lists. Derek Jacobi, the voice of the Doctor’s Android Master companion, would go on to (briefly) play the live action Master in “Utopia”, as well as a series of Big Finish audios. Even Richard E Grant, the uncanonized Ninth Doctor, would return to Who again, as the villain the Great Intelligence in “The Snowmen”, “The Bells of St John” and “The Name of the Doctor”. And in last season’s “Rogue” Ncuti Gatwa’s Fifteenth Doctor shows someone holograms of all his previous incarnations, and Richard E Grant’s head can be seen floating around in there… Animated Reconstructions “Shada” was the first attempt to recreate a lost episode in animated form, but it would not be the last, especially now that Cosgrove Hall had a taste for it. The first of these reconstructions was the missing first and fourth episodes of the Patrick Troughton story “The Invasion”, in 2006. It was well received, but didn’t sell quite enough to justify further collaborations with Cosgrove Hall. However soon other studios were getting in on the act. Studios including Planet 55, Shapeshifter Studios, Big Finish and BBC’s own BBC Studios and Qurios Entertainment collaborated to bring back Doctor Who stories from the First and Second Doctor eras, as well as a new “Shada” recreation (this time with Tom Baker back in the lead role). These animations didn’t just fill in the gaps left by missing episodes, but sometimes completely restored entire lost stories such as The Fury of the Deep. Thanks to these reconstructions we can once more watch Patrick Troughton’s first Doctor Who story, “The Power of the Daleks”, see UNIT and the Brigadier’s first appearance in “The Web of Fear”, and see the first appearance of the Celestial Toymaker (minus the use of the N-word) after watching his return for “The Giggle”. The animated reconstructions can all be found among the classic episodes on BBC iPlayer. The Infinite Quest But Cosgrove Hall was not out of the running yet either. When Russell T Davies announced his triumphant return to Doctor Who, we were promised a wave of spin-offs to create a media property that could contend with the likes of the MCU. While we have yet to see that take place, the truth is Davies already achieved that last time around. We all remember Torchwood and The Sarah Jane Adventures, and the behind-the-scenes fun of Doctor Who Confidential, but a lesser-known footnote of the RTD1 era was Totally Doctor Who, a kids-targeted show that included competitions, behind-the-scenes glimpses, and an animated adventure starring the Tenth Doctor and Martha made by Cosgrove Hall. This is the serial that Peter Capaldi tentatively agreed to on the condition that it wouldn’t rule him out of appearing on the live action show (but then he wasn’t available to do it so they cast Anthony Head). No longer constrained by the need to retell a traditional story, or even ape the original show, this is a great big explosive space adventure that you would never see on the live action show, full of robotic space pirates and alien treasure. It is still available on iPlayer. Dreamland After a strong start, with four whole series of Doctor Who in a row before a break, in 2009 the show took a short breather. Which isn’t to say there wasn’t any Doctor Who – but as Davies handed over to Steven Moffat, and David Tennant handed over to some floppy-haired unknown who was definitely far too young to play the Doctor, the release schedule slowed down a bit. Instead of a full series, we got The Specials. Five one-offs, scattered across the year as a somewhat mopey Tenth Doctor contended with his own mortality. But as well as that, we also got a crossover with The Sarah Jane Adventures, and finally, a six part adventure (that was about the length of one full episode) that represented Doctor Who’s first, and so far only, venture in 3D animation (bar the brief Daleks miniseries it launched as part of the Time Lord Victorious event). “Dreamland” saw the Tenth Doctor turn up at Area 51 in 1958, with an animation style not a million miles aware from the Star Wars: The Clone Wars TV series. All in all, it feels like a pretty good throwaway historical episode, and it finally has the Doctor solve the Roswell Incident, which honestly, it’s surprising it took this long. And that is where Doctor Who’s adventures in animation end, at least until Mr Ring-A-Ding arrived on the scene. Of course, with various doomsayers predicting another hiatus for Doctor Who in the near future, we may find ourselves looking at the possibilities of an animated reboot once again…0 Comments 0 Shares 12 Views
-
WWW.COUNTRYLIVING.COMWhy a Butler’s Pantry Is the Must-Have Feature Your Kitchen Is MissingNext to the laundry room, the butler’s pantry is arguably a home’s most hardworking bonus room. Historically, butler’s pantries were reserved for entertaining prep, literally the space a butler would use to prepare for large dinner parties or elaborate meals. But these days, they function more like hardworking storage rooms for everything dining- and entertaining-related, which is exactly why they’re a must-have for any prolific entertainers, especially now that separate dining rooms are back. What’s the Difference Between a Butler’s Pantry and a Regular Pantry?Let’s tackle the pantry first. Typically, a pantry is used solely for storing dried goods and shelf-stable vegetables—think onions, potatoes, etc. (In the UK, this area is called a larder.) A butler’s pantry, on the other hand, was historically used for party prep and where entertaining pieces and overflow dishes were stored. Traditionally, butler’s pantries did not have sinks or food storage; however, many modern ones combine now both types of pantries into one and hold both food and dishware. What’s the Difference Between a Butler’s Pantry and a Scullery?A scullery is just a more outfitted butler’s pantry The term ‘scullery’ is more commonly used in the U.K., though it comes from an Old French word, esculerie, which translates literally to “office of the servant in charge of plates”—aka where dishwashing occurred—and is why many contemporary sculleries have dishwashers in them. Today, the terms ‘butler’s pantry’ and ‘scullery’ are often used interchangeably, though some purists might still insist that anything with a sink is not a butler’s pantry but a scullery. It’s worth noting that these two spaces are distinctly different from so-called ‘dirty kitchens,’ which often also have small cook spaces in them, in addition to dishwashers. No actual cooking takes place in a butler’s pantry or scullery. Whether you use a butler’s pantry strictly for storage or have it outfitted more like a scullery with a sink and dishwasher, these bonus spaces are extremely useful in bustling family homes or a vacation homes where guests and large groups frequently gather. Below, I’ve rounded up our best butler’s pantry ideas to help you create a space that is as inspiring as it is functional. Ready to upgrade your space? Check out these bonus room guides:0 Comments 0 Shares 12 Views
-
THENEXTWEB.COMThis VC-backed network is on a mission to tackle the well-being crises with techLast year, NN Group and Rubio Impact Ventures launched the NN Social Innovation Startup Award providing grants and mentoring to startups to tackle mental, physical, and financial well-being challenges with tech-backed solutions. Over 360 startups applied. Based on the success of the first edition, NN Group and Rubio Impact Ventures will be hosting a second edition of the NN Social Innovation Startup Award at TNW2025 on June 19, 2025 in Amsterdam. The winning startups will receive a grant and year-long coaching opportunities—with tailored resources, networking, and support (Psst the application deadline is April 30th, so apply now!). Bringing our world together with tech-driven social impact “I truly believe that social innovation could be our new strategic asset,” explains Tamara Obradov, partner at Rubio Impact Ventures and one of the program’s architects. “It’s a critical pillar alongside the green and digital transitions. We first had the digital transition, then the green transition and now, to bring this polarized-world together, we need the social innovators and system shapers.” Over the last decade, climate-tech solutions have received attention from VCs thanks to the Green Deal and national efforts to curb climate change by providing incentives and drivers for change. Alongside this, grew the realization that sustainability is not only good for the planet but also good for business, providing cost-saving alternatives. However, social impact solutions have not received the same level of attention from VCs. “People often associate impact with climate,” says Obradov. “But rarely do we talk about how we help people transition toward the future. That’s where social innovation comes in. We need to invest in climate and food systems—but we also need to help society adapt.”The 💜 of EU techThe latest rumblings from the EU tech scene, a story from our wise ol' founder Boris, and some questionable AI art. It's free, every week, in your inbox. Sign up now! Today, it’s estimated that more than 84 million people in the EU are struggling with mental health problems. Many businesses received a wake-up call during the pandemic which fostered the rise in mental health-focused apps but, the number of people suffering from mental health issues is increasing and, not just amongst workers, but youth and the elderly as well. Lonneke Roza, Head of Community Investment at NN Group, believes: “If we were to focus on building a world where technology helps underserved communities gain access to technological solutions that can provide life-changing physical, mental, and financial support, we could not only unlock potential for individuals but society as a whole.” Ensuring everyone is heard Assistive technology company Whispp was one of the three grant winners from the first edition of the NN Social Innovation Startup Award. CEO Joris Casterman’s drive to found the company was rooted in the challenges he faced growing up with a severe stutter. With Whispp, he developed an assistive voice call app that uses AI to convert whispered speech and vocal cord impaired speech. Participating in the award was a game-changer helping Castermans meet more like-minded VCs and benefit from a year of coaching opportunities. “I met a lot of impact investors, in addition to Rubio, who I’m still in contact with. What you see is that, along with questions about your revenue and growth model, you also get questions about how you measure your impact.” This made it clear to Castermans that, for these VCs, impact was just as important as profit. In addition to more funding opportunities, the coaching his team received was invaluable. “We had great sparring sessions on our strategy and even worked with a coach to develop our management team’s collaboration and leadership goals,” Castermans says. “We couldn’t have done that on our own—it helped us professionalize and prepare for our next phase.” This year, Whispp is set to launch two powerful new features: A virtual microphone for video conferencing, enabling people with voice impairments to be heard clearly in online meetings; A live conversation mode designed to work in noisy or crowded environments—facilitating spontaneous, in-person communication. These tools will ensure everyone’s ideas are heard. Everyone can be part of special moments with their loved ones. And everyone’s voice is heard. It’s a powerful example of how technology can create life-changing impact. Inspired by the community he’s found through the NN Social Innovation Startup Award, Castermans sees even greater potential on the horizon. “There are several really interesting accessibility companies. We could build an accessibility subgroup or coalition. This could also become a source for the world to find cool and innovative solutions in the assistive technology domain. The risk of being a startup is that you often do your own thing. But there are so many instances in which you should collaborate and team up!” A chance for VCs and corporates to scale impact Last year, a fundraising wall and booklet were created exhibiting the top 100 impact startups that took part. It was made to be easily accessible allowing VCs to sort startups by theme, country, phase, etc. “Any investor that wants to participate is more than welcome to reach out to us,” Obradov says. And for corporates? While many have the vision and the resources to drive social innovation, what they often lack is access to startups. But together, corporates and VCs can build a powerful initiative. “NN Group’s partnership with Rubio is a great example. Each brings their strength—corporates with their themes and reach, VCs with their innovation pipeline. I would like to invite more corporates to join up with venture capital firms and see how they can support innovation at scale.” Putting the social back in social impact Our biggest social challenges won’t be solved by one startup, one investor, or one institution. It requires collective effort. “I absolutely believe this could be what brings this fractured world together. And these innovators could be these agents of unity for people and society to transition to a new future,” says Obradov. Ready to be part of the future of impact innovation? Startups: Apply to be part of the NN Social Impact Innovation Award by April 30, 2025! Investors & Corporates: Join the movement and connect with Europe’s leading social innovators Story by Andrea Hak Andrea Hak is a writer and editor specialising in emerging technology trends and their impact on society. With a keen eye for innovation, sh (show all) Andrea Hak is a writer and editor specialising in emerging technology trends and their impact on society. With a keen eye for innovation, she explores how advancements in tech are transforming industries, influencing culture, and shaping the future. Get the TNW newsletter Get the most important tech news in your inbox each week. Content provided by TNW, NN Group, and Rubio Impact Ventures Also tagged with0 Comments 0 Shares 16 Views
-
9TO5MAC.COMRumor Replay: iPhone 17 Pro colors, iOS 19 productivity upgrades, moreThis 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 in Sky Blue, iOS and iPadOS 19 productivity upgrades, and more. Here are this week’s Apple rumors. iPhone 17 Pro could go Sky Blue like MacBook Air This week, leaker Majin Bu had a lot to share, starting with the iPhone 17 Pro and Pro Max. Bu says that while Apple is still working to finalize its color lineup for the 17 Pro line, Sky Blue is emerging as the most likely choice for a new color this year. My takeaways Anecdotally, Sky Blue has seemed like a hit among M4 MacBook Air shoppers. While I wouldn’t have expected Apple to debut the same color on the iPhone this year, it’s not at all out of the question. I’m most interested, however, in what Sky Blue might mean for the rest of the color lineup. Is the gold-like Desert color going away? Or could we see a bigger shakeup of the standard Pro color options, coinciding with the expected reduction of Titanium this year? We’ve heard before that Apple plans for iPadOS 19 to bring big productivity improvements to the iPad. Majin Bu shared today what two of those may be: Menu bar (like on macOS) and ‘Stage Manager 2.0’ Both iPadOS 19 features, per Bu, will be triggered when the iPad detects it’s connected to a hardware keyboard. My takeaways I’ve used the iPad Pro as my primary computer for nearly a decade, so iPadOS rumors always pique my interest. In my view, Apple doesn’t have the best track record with iPadOS productivity features. But these two changes do sound very exciting. Bringing the menu bar to iPad seems like a no-brainer, and I’m not a fan of the current Stage Manager, so a fresh ‘2.0’ take sounds great to me. My excitement for iPadOS 19 is starting to outpace that of iOS 19. Speaking of… iOS 19 boosting productivity with external display Rounding out the trio of Majin Bu rumors this week, he also says that iOS 19 is getting major upgrades to external display support. This includes iPhones with USB-C gaining a “Stage Manager-like interface” when connected to a monitor—presumably with multiple apps running at once. My takeaways This change feels like a precursor to next year’s iPhone Fold supporting multitasking on its own, without a display connected. Gaining a large, foldable display won’t matter much if iOS can’t properly support running multiple apps on screen at once. If that hunch proves true, the stakes are especially high for Apple’s Stage Manager overhaul to actually deliver—not just for the iPad’s sake, but also the iPhone’s. iPhone 17e in the works already Weibo leaker Fixed Focus Digital shared this week that Apple’s supply chain is already preparing for an iPhone 17e to launch next year. Reportedly, the setup of the production line is being planned, with trial production beginning soon. My takeaways When Apple discontinued the iPhone SE and launched its new budget model as the iPhone 16e instead, it raised a lot of questions. One such question involved the plans for future ‘e’ models. And now the answer seems clear. If an iPhone 17e is coming, I’ll be curious to see what kind of compromises it may bring compared to the base iPhone 17. But perhaps more important for budget-conscious shoppers: will the iPhone 16e stick around at a lower price? Would you buy a Sky Blue iPhone? What are your takeaways from the other rumors? Let us know in the comments. Best iPhone accessories Add 9to5Mac to your Google News feed. FTC: We use income earning auto affiliate links. More.You’re reading 9to5Mac — experts who break news about Apple and its surrounding ecosystem, day after day. Be sure to check out our homepage for all the latest news, and follow 9to5Mac on Twitter, Facebook, and LinkedIn to stay in the loop. Don’t know where to start? Check out our exclusive stories, reviews, how-tos, and subscribe to our YouTube channel0 Comments 0 Shares 15 Views
-
FUTURISM.COMOpenAI Trying to Buy Chrome So It Can Ingest Your Entire Online Life to Train AIThe government is looking to break up Google's monopoly over the internet — and OpenAI is ready to swoop in.As Ars Technica reports, OpenAI product head Nick Turley affirmed in the Justice Department's landmark antitrust case against Google that his employer would, if given the chance, purchase the search giant's flagship internet browser, Chrome."Yes, we would [be interested], as would many other parties," Turley said when asked if OpenAI would ever buy Chrome.The DOJ proposed the potential sale of Chrome during hearings this week for the remedy phase of the agency's case against Google, which last year was ruled to be an illegal monopoly by a federal judge.That judge, Amit Mehta, was purportedly skeptical about the DOJ's suggestion to sell off Chrome — but the DOJ argued, per Ars, that the browser is a key part of Google's monopoly and would restore some competition should it no longer be under its umbrella.OpenAI has mused in the past about creating its own web browser and even hired a few Google developers to that end. Buying Chrome would not only make the company more visible, as Turley suggested during the hearing, but also give it a staggering amount of data to train its AI models — in the form of its billions of users, whose use of the browser could be used to develop AI agents that will compete against them in the job market.That's not all that OpenAI has its eye on, either. Along with the proposed divestment of Chrome, the Justice Department has also suggested that Google be forced to share its search index with other companies to level the playing field — and during the trial, Turley revealed that OpenAI had attempted to get access to it already."We believe having multiple partners," Turley told the search giant in emails presented as evidence, "and in particular Google's API, would enable us to provide a better product to users."As Turley told the court, Google ultimately rebuffed OpenAI because it believed that such a deal would harm its leading edge in search.As of now, it remains to be seen how the government will break up the Google monopoly — and with OpenAI's hat in the ring, there's a future in which ChromeGPT could plague our browsing experiences.More on OpenAI's expansion: OpenAI Is Secretly Building a Social NetworkShare This Article0 Comments 0 Shares 19 Views
-
THEHACKERNEWS.COMLinux io_uring PoC Rootkit Bypasses System Call-Based Threat Detection ToolsApr 24, 2025Ravie LakshmananEndpoint Security / Linux Cybersecurity researchers have demonstrated a proof-of-concept (PoC) rootkit dubbed Curing that leverages a Linux asynchronous I/O mechanism called io_uring to bypass traditional system call monitoring. This causes a "major blind spot in Linux runtime security tools," ARMO said. "This mechanism allows a user application to perform various actions without using system calls," the company said in a report shared with The Hacker News. "As a result, security tools relying on system call monitoring are blind' to rootkits working solely on io_uring." io_uring, first introduced in Linux kernel version 5.1 in March 2019, is a Linux kernel system call interface that employs two circular buffers called a submission queue (SQ) and a completion queue (CQ) between the kernel and an application (i.e., user space) to track the submission and completion of I/O requests in an asynchronous manner. The rootkit devised by ARMO facilitates communication between a command-and-control (C2) server and an infected host to fetch commands and execute them without making any system calls relevant to its operations, instead making use of io_uring to achieve the same goals. ARMO's analysis of currently available Linux runtime security tools has revealed that both Falco and Tetragon are blind to io_uring-based operations owing to the fact that they are heavily reliant on system call hooking. The security risks posed by io_uring have been known for some time. In June 2023, Google revealed that it decided to limit the use of the Linux kernel interface across Android, ChromeOS, and its production servers as it "provides strong exploitation primitives." "On the one hand, you need visibility into system calls; on the other, you need access to kernel structures and sufficient context to detect threats effectively," Amit Schendel, Head of Security Research at ARMO, said. "Many vendors take the most straightforward path: hooking directly into system calls. While this approach offers quick visibility, it comes with limitations. Most notably, system calls aren't always guaranteed to be invoked. io_uring, which can bypass them entirely, is a positive and great example." Found this article interesting? Follow us on Twitter and LinkedIn to read more exclusive content we post. SHARE 0 Comments 0 Shares 14 Views