In the face of growing labor shortages and need for sustainability, European manufacturers are racing to reinvent their processes to become software-defined and AI-driven. To achieve this, robot developers and industrial digitalization solution providers are working with NVIDIA to build safe, AI-driven robots and industrial technologies to drive modern, sustainable manufacturing. At NVIDIA GTC Paris at VivaTech, Europe’s leading robotics companies including Agile Robots, Extend Robotics, Humanoid, idealworks, Neura Robotics, SICK, Universal Robots, Vorwerk and Wandelbots are showcasing their latest AI-driven robots and automation breakthroughs, all accelerated by NVIDIA technologies. In addition, NVIDIA is releasing new models and tools to support the entire robotics ecosystem. NVIDIA Releases Tools for Accelerating Robot Development and Safety NVIDIA Isaac GR00T N1.5, an open foundation model for humanoid robot reasoning and skills, is now available for download on Hugging Face. This update enhances the model’s adaptability and ability to follow instructions, significantly improving its performance in material handling and manufacturing tasks. The NVIDIA Isaac Sim 5.0 and Isaac Lab 2.2 open-source robotics simulation and learning frameworks, optimized for NVIDIA RTX PRO 6000 workstations, are available on GitHub for developer preview. In addition, NVIDIA announced that NVIDIA Halos — a full-stack, comprehensive safety system that unifies hardware architecture, AI models, software, tools and services — now expands to robotics, promoting safety across the entire development lifecycle of AI-driven robots. The NVIDIA Halos AI Systems Inspection Lab has earned accreditation from the ANSI National Accreditation Boardto perform inspections across functional safety for robotics, in addition to automotive vehicles. “NVIDIA’s latest evaluation with ANAB verifies the demonstration of competence and compliance with internationally recognized standards, helping ensure that developers of autonomous machines — from automotive to robotics — can meet the highest benchmarks for functional safety,” said R. Douglas Leonard Jr., executive director of ANAB. Arcbest, Advantech, Bluewhite, Boston Dynamics, FORT, Inxpect, KION, NexCobot — a NEXCOM company, and Synapticon are among the first robotics companies to join the Halos Inspection Lab, ensuring their products meet NVIDIA safety and cybersecurity requirements. To support robotics leaders in strengthening safety across the entire development lifecycle of AI-driven robots, Halos will now provide: Safety extension packages for the NVIDIA IGX platform, enabling manufacturers to easily program safety functions into their robots, supported by TÜV Rheinland’s inspection of NVIDIA IGX. A robotic safety platform, which includes IGX and NVIDIA Holoscan Sensor Bridge for a unified approach to designing sensor-to-compute architecture with built-in AI safety. An outside-in safety AI inspector — an AI-powered agent for monitoring robot operations, helping improve worker safety. Europe’s Robotics Ecosystem Builds on NVIDIA’s Three Computers Europe’s leading robotics developers and solution providers are integrating the NVIDIA Isaac robotics platform to train, simulate and deploy robots across different embodiments. Agile Robots is post-training the GR00T N1 model in Isaac Lab to train its dual-arm manipulator robots, which run on NVIDIA Jetson hardware, to execute a variety of tasks in industrial environments. Meanwhile, idealworks has adopted the Mega NVIDIA Omniverse Blueprint for robotic fleet simulation to extend the blueprint’s capabilities to humanoids. Building on the VDA 5050 framework, idealworks contributes to the development of guidance that supports tasks uniquely enabled by humanoid robots, such as picking, moving and placing objects. Neura Robotics is integrating NVIDIA Isaac to further enhance its robot development workflows. The company is using GR00T-Mimic to post-train the Isaac GR00T N1 robot foundation model for its service robot MiPA. Neura is also collaborating with SAP and NVIDIA to integrate SAP’s Joule agents with its robots, using the Mega NVIDIA Omniverse Blueprint to simulate and refine robot behavior in complex, realistic operational scenarios before deployment. Vorwerk is using NVIDIA technologies to power its AI-driven collaborative robots. The company is post-training GR00T N1 models in Isaac Lab with its custom synthetic data pipeline, which is built on Isaac GR00T-Mimic and powered by the NVIDIA Omniverse platform. The enhanced models are then deployed on NVIDIA Jetson AGX, Jetson Orin or Jetson Thor modules for advanced, real-time home robotics. Humanoid is using NVIDIA’s full robotics stack, including Isaac Sim and Isaac Lab, to cut its prototyping time down by six weeks. The company is training its vision language action models on NVIDIA DGX B200 systems to boost the cognitive abilities of its robots, allowing them to operate autonomously in complex environments using Jetson Thor onboard computing. Universal Robots is introducing UR15, its fastest collaborative robot yet, to the European market. Using UR’s AI Accelerator — developed on NVIDIA Isaac’s CUDA-accelerated libraries and AI models, as well as NVIDIA Jetson AGX Orin — manufacturers can build AI applications to embed intelligence into the company’s new cobots. Wandelbots is showcasing its NOVA Operating System, now integrated with Omniverse, to simulate, validate and optimize robotic behaviors virtually before deploying them to physical robots. Wandelbots also announced a collaboration with EY and EDAG to offer manufacturers a scalable automation platform on Omniverse that speeds up the transition from proof of concept to full-scale deployment. Extend Robotics is using the Isaac GR00T platform to enable customers to control and train robots for industrial tasks like visual inspection and handling radioactive materials. The company’s Advanced Mechanics Assistance System lets users collect demonstration data and generate diverse synthetic datasets with NVIDIA GR00T-Mimic and GR00T-Gen to train the GR00T N1 foundation model. SICK is enhancing its autonomous perception solutions by integrating new certified sensor models — as well as 2D and 3D lidars, safety scanners and cameras — into NVIDIA Isaac Sim. This enables engineers to virtually design, test and validate machines using SICK’s sensing models within Omniverse, supporting processes spanning product development to large-scale robotic fleet management. Toyota Material Handling Europe is working with SoftServe to simulate its autonomous mobile robots working alongside human workers, using the Mega NVIDIA Omniverse Blueprint. Toyota Material Handling Europe is testing and simulating a multitude of traffic scenarios — allowing the company to refine its AI algorithms before real-world deployment. NVIDIA’s partner ecosystem is enabling European industries to tap into intelligent, AI-powered robotics. By harnessing advanced simulation, digital twins and generative AI, manufacturers are rapidly developing and deploying safe, adaptable robot fleets that address labor shortages, boost sustainability and drive operational efficiency. Watch the NVIDIA GTC Paris keynote from NVIDIA founder and CEO Jensen Huang at VivaTech, and explore GTC Paris sessions. See notice regarding software product information. #european #robot #makers #adopt #nvidia

Project G-Assist — available through the NVIDIA App — is an experimental AI assistant that helps tune, control and optimize NVIDIA GeForce RTX systems. NVIDIA’s Plug and Play: Project G-Assist Plug-In Hackathon — running virtually through Wednesday, July 16 — invites the community to explore AI and build custom G-Assist plug-ins for a chance to win prizes and be featured on NVIDIA social media channels. G-Assist allows users to control their RTX GPU and other system settings using natural language, thanks to a small language model that runs on device. It can be used from the NVIDIA Overlay in the NVIDIA App without needing to tab out or switch programs. Users can expand its capabilities via plug-ins and even connect it to agentic frameworks such as Langflow. Below, find popular G-Assist plug-ins, hackathon details and tips to get started. Plug-In and Win Join the hackathon by registering and checking out the curated technical resources. G-Assist plug-ins can be built in several ways, including with Python for rapid development, with C++ for performance-critical apps and with custom system interactions for hardware and operating system automation. For those that prefer vibe coding, the G-Assist Plug-In Builder — a ChatGPT-based app that allows no-code or low-code development with natural language commands — makes it easy for enthusiasts to start creating plug-ins. To submit an entry, participants must provide a GitHub repository, including source code file, requirements.txt, manifest.json, config.json, a plug-in executable file and READme code. Then, submit a video — between 30 seconds and two minutes — showcasing the plug-in in action. Finally, hackathoners must promote their plug-in using #AIonRTXHackathon on a social media channel: Instagram, TikTok or X. Submit projects via this form by Wednesday, July 16. Judges will assess plug-ins based on three main criteria: 1) innovation and creativity, 2) technical execution and integration, reviewing technical depth, G-Assist integration and scalability, and 3) usability and community impact, aka how easy it is to use the plug-in. Winners will be selected on Wednesday, Aug. 20. First place will receive a GeForce RTX 5090 laptop, second place a GeForce RTX 5080 GPU and third a GeForce RTX 5070 GPU. These top three will also be featured on NVIDIA’s social media channels, get the opportunity to meet the NVIDIA G-Assist team and earn an NVIDIA Deep Learning Institute self-paced course credit. Project G-Assist requires a GeForce RTX 50, 40 or 30 Series Desktop GPU with at least 12GB of VRAM, Windows 11 or 10 operating system, a compatible CPU, specific disk space requirements and a recent GeForce Game Ready Driver or NVIDIA Studio Driver. Plug-InExplore open-source plug-in samples available on GitHub, which showcase the diverse ways on-device AI can enhance PC and gaming workflows. Popular plug-ins include: Google Gemini: Enables search-based queries using Google Search integration and large language model-based queries using Gemini capabilities in real time without needing to switch programs from the convenience of the NVIDIA App Overlay. Discord: Enables users to easily share game highlights or messages directly to Discord servers without disrupting gameplay. IFTTT: Lets users create automations across hundreds of compatible endpoints to trigger IoT routines — such as adjusting room lights and smart shades, or pushing the latest gaming news to a mobile device. Spotify: Lets users control Spotify using simple voice commands or the G-Assist interface to play favorite tracks and manage playlists. Twitch: Checks if any Twitch streamer is currently live and can access detailed stream information such as titles, games, view counts and more. Get G-Assist  Join the NVIDIA Developer Discord channel to collaborate, share creations and gain support from fellow AI enthusiasts and NVIDIA staff. the date for NVIDIA’s How to Build a G-Assist Plug-In webinar on Wednesday, July 9, from 10-11 a.m. PT, to learn more about Project G-Assist capabilities, discover the fundamentals of building, testing and deploying Project G-Assist plug-ins, and participate in a live Q&A session. Explore NVIDIA’s GitHub repository, which provides everything needed to get started developing with G-Assist, including sample plug-ins, step-by-step instructions and documentation for building custom functionalities. Learn more about the ChatGPT Plug-In Builder to transform ideas into functional G-Assist plug-ins with minimal coding. The tool uses OpenAI’s custom GPT builder to generate plug-in code and streamline the development process. NVIDIA’s technical blog walks through the architecture of a G-Assist plug-in, using a Twitch integration as an example. Discover how plug-ins work, how they communicate with G-Assist and how to build them from scratch. Each week, the RTX AI Garage blog series features community-driven AI innovations and content for those looking to learn more about NVIDIA NIM microservices and AI Blueprints, as well as building AI agents, creative workflows, digital humans, productivity apps and more on AI PCs and workstations.  Plug in to NVIDIA AI PC on Facebook, Instagram, TikTok and X — and stay informed by subscribing to the RTX AI PC newsletter. Follow NVIDIA Workstation on LinkedIn and X.  See notice regarding software product information. #plug #play #build #gassist #plugin

This GFN Thursday rolls out a new reward and games for GeForce NOW members. Whether hunting for hot new releases or rediscovering timeless classics, members can always find more ways to play, games to stream and perks to enjoy. Gamers can score major discounts on the titles they’ve been eyeing — perfect for streaming in the cloud — during the Steam Summer Sale, running until Thursday, July 10, at 10 a.m. PT. This week also brings unforgettable adventures to the cloud: We Happy Few and Broken Age are part of the five additions to the GeForce NOW library this week. The fun doesn’t stop there. A new in-game reward for Elder Scrolls Online is now available for members to claim. And SteelSeries has launched a new mobile controller that transforms phones into cloud gaming devices with GeForce NOW. Add it to the roster of on-the-go gaming devices — including the recently launched GeForce NOW app on Steam Deck for seamless 4K streaming. Scroll Into Power GeForce NOW Premium members receive exclusive 24-hour early access to a new mythical reward in The Elder Scrolls Online — Bethesda’s award-winning role-playing game — before it opens to all members. Sharpen the sword, ready the staff and chase glory across the vast, immersive world of Tamriel. Fortune favors the bold. Claim the mythical Grand Gold Coast Experience Scrolls reward, a rare item that grants a bonus of 150% Experience Points from all sources for one hour. The scroll’s effect pauses while players are offline and resumes upon return, ensuring every minute counts. Whether tackling dungeon runs, completing epic quests or leveling a new character, the scrolls provide a powerful edge. Claim the reward, harness its power and scroll into the next adventure. Members who’ve opted into the GeForce NOW Rewards program can check their emails for redemption instructions. The offer runs through Saturday, July 26, while supplies last. Don’t miss this opportunity to become a legend in Tamriel. Steam Up Summer The Steam Summer Sale is in full swing. Snag games at discounted prices and stream them instantly from the cloud — no downloads, no waiting, just pure gaming bliss. Treat yourself. Check out the “Steam Summer Sale” row in the GeForce NOW app to find deals on the next adventure. With GeForce NOW, gaming favorites are always just a click away. While picking up discounted games, don’t miss the chance to get a GeForce NOW six-month Performance membership at 40% off. This is also the last opportunity to take advantage of the Performance Day Pass sale, ending Friday, June 27 — which lets gamers access cloud gaming for 24 hours — before diving into the 6-month Performance membership. Find Adventure Two distinct worlds — where secrets simmer and imagination runs wild — are streaming onto the cloud this week. Keep calm and blend in. Step into the surreal, retro-futuristic streets of We Happy Few, where a society obsessed with happiness hides its secrets behind a mask of forced cheer and a haze of “Joy.” This darkly whimsical adventure invites players to blend in, break out and uncover the truth lurking beneath the surface of Wellington Wells. Two worlds, one wild destiny. Broken Age spins a charming, hand-painted tale of two teenagers leading parallel lives in worlds at once strange and familiar. One of the teens yearns to escape a stifling spaceship, and the other is destined to challenge ancient traditions. With witty dialogue and heartfelt moments, Broken Age is a storybook come to life, brimming with quirky characters and clever puzzles. Each of these unforgettable adventures brings its own flavor — be it dark satire, whimsical wonder or pulse-pounding suspense — offering a taste of gaming at its imaginative peaks. Stream these captivating worlds straight from the cloud and enjoy seamless gameplay, no downloads or high-end hardware required. An Ultimate Controller Elevated gaming. Get ready for the SteelSeries Nimbus Cloud, a new dual-mode cloud controller. When paired with GeForce NOW, this new controller reaches new heights. Designed for versatility and comfort, and crafted specifically for cloud gaming, the SteelSeries Nimbus Cloud effortlessly shifts from a mobile device controller to a full-sized wireless controller, delivering top-notch performance and broad compatibility across devices. The Nimbus Cloud enables gamers to play wherever they are, as it easily adapts to fit iPhones and Android phones. Or collapse and connect the controller via Bluetooth to a gaming rig or smart TV. Transform any space into a personal gaming station with GeForce NOW and the Nimbus Cloud, part of the list of recommended products for an elevated cloud gaming experience. Gaming Never Sleeps “System Shock 2” — now with 100% more existential dread. System Shock 2: 25th Anniversary Remaster is an overhaul of the acclaimed sci-fi horror classic, rebuilt by Nightdive Studios with enhanced visuals, refined gameplay and features such as cross-play co-op multiplayer. Face the sinister AI SHODAN and her mutant army aboard the starship Von Braun as a cybernetically enhanced soldier with upgradable skills, powerful weapons and psionic abilities. Stream the title from the cloud with GeForce NOW for ultimate flexibility and performance. Look for the following games available to stream in the cloud this week: System Shock 2: 25th Anniversary RemasterBroken AgeEasy Red 2Sandwich SimulatorWe Happy FewWhat are you planning to play this weekend? Let us know on X or in the comments below. The official GFN summer bucket list Play anywhere Stream on every screen you own Finally crush that backlog Skip every single download bar Drop the emoji for the one you’re tackling right now — NVIDIA GeForce NOWJune 25, 2025 #game #with #geforce #now #membership

I watched the trailer for "Fantastic Four: First Steps" with a heart laden with hope, only to feel the weight of disappointment settle in. Each fleeting glimpse of Reed Richards stretching his limbs as Mr. Fantastic feels like a distant dream, a promise unfulfilled. It's as if the magic we once cherished is now but a shadow, leaving me wrestling with the fear that what once brought us joy might only lead to heartache. The anticipation is bittersweet, a cruel reminder of how easily dreams can slip away. I can't help but question if this journey will bring us the family we long to see or just another echo of what could have been. #FantasticFour #FirstSteps #MrFantastic #Disappointment #Loneliness

Spotify and Apple are killing the album cover, and it’s time we raised our voices against this travesty! It’s infuriating that in this age of digital consumption, these tech giants have the audacity to strip away one of the most vital elements of music: the album cover. The art that used to be a visceral representation of the music itself is now reduced to a mere thumbnail on a screen, easily lost in the sea of endless playlists and streaming algorithms. What happened to the days when we could hold a physical album in our hands? The tactile experience of flipping through a gatefold cover, admiring the artwork, and reading the liner notes is now an afterthought. Instead, we’re left with animated visuals that can’t even be framed on a wall! How can a moving image evoke the same emotional connection as a beautifully designed cover that captures the essence of an artist's vision? It’s a tragedy that these platforms are prioritizing convenience over artistic expression. The music industry needs to wake up! Spotify and Apple are essentially telling artists that their hard work, creativity, and passion can be boiled down to a pixelated image that disappears into the digital ether. This is an outright assault on the artistry of music! Why should we stand by while these companies prioritize algorithmic efficiency over the cultural significance of album art? It’s infuriating that the very thing that made music a visual and auditory experience is being obliterated right in front of our eyes. Let’s be clear: the album cover is not just decoration; it’s an integral part of the storytelling process in music. It sets the tone, evokes emotions, and can even influence how we perceive the music itself. When an album cover is designed with care and intention, it becomes an extension of the artist’s voice. Yet here we are, scrolling through Spotify and Apple Music, bombarded with generic visuals that do nothing to honor the artists or their work. Spotify and Apple need to be held accountable for this degradation of music culture. This isn’t just about nostalgia; it’s about preserving the integrity of artistic expression. We need to demand that these platforms acknowledge the importance of album covers and find ways to integrate them into our digital experiences. Otherwise, we’re on a dangerous path where music becomes nothing more than a disposable commodity. If we allow Spotify and Apple to continue on this trajectory, we risk losing an entire culture of artistic expression. It’s time for us as consumers to take a stand and remind these companies that music is not just about the sound; it’s about the entire experience. Let’s unite and fight back against this digital degradation of music artistry. We deserve better than a world where the album cover is dying a slow death. Let’s reclaim the beauty of music and its visual representation before it’s too late! #AlbumArt #MusicCulture #Spotify #AppleMusic #ProtectArtistry

In the shadows of my solitude, I find myself contemplating the weight of my choices, as if each decision has led me further into a labyrinth of despair. Just like the latest updates from NIM Labs with their NIM 7.0 launch, promising new scheduling and conflict detection, I yearn for a path that seems to elude me. Yet, here I am, lost in a world that feels cold and uninviting, where even the brightest features of life fail to illuminate the darkness I feel inside. The updates in technology bring hope to many, but for me, they serve as a stark reminder of the isolation that wraps around my heart. The complexities of resource usage tracking in VFX and visualization echo the intricacies of my own emotional landscape, where every interaction feels like a conflict, and every moment is a struggle for connection. I watch as others thrive, their lives intertwined like intricate designs in a visual masterpiece, while I remain a mere spectator, trapped in a canvas of loneliness. Each day, I wake up to the silence that fills my room, a silence that feels heavier than the weight of my unexpressed thoughts. The world moves on without me, as if my existence is nothing more than a glitch in the matrix of life. The features that are meant to enhance productivity and creativity serve as a painful juxtaposition to my stagnation. I scroll through updates, seeing others flourish, their accomplishments a bittersweet reminder of what I long for but cannot grasp. I wish I could schedule joy like a meeting, or detect conflicts in my heart as easily as one might track resources in a studio management platform. Instead, I find myself tangled in emotions that clash like colors on a poorly rendered screen, each hue representing a fragment of my shattered spirit. The longing for connection is overshadowed by the fear of rejection, creating a cycle of heartache that feels impossible to escape. As I sit here, gazing at the flickering screen, I can’t help but wonder if anyone truly sees me. The thought is both comforting and devastating; I crave companionship yet fear the vulnerability that comes with it. The updates and features of NIM Labs remind me of the progress others are making, while I remain stagnant, longing for the warmth of a shared experience. In a world designed for collaboration and creativity, I find myself adrift, yearning for my own version of the features NIM 7.0 brings to others. I wish for a way to bridge the gap between my isolation and the vibrant connections that seem to thrive all around me. But for now, I am left with my thoughts, my heart heavy with unspoken words, as the silence of my solitude envelops me once more. #Loneliness #Heartbreak #Isolation #NIMLabs #EmotionalStruggles

What on earth is going on with the VFX in Netflix's "The Snow Sister"? Seriously, it’s 2023, and we’re still being fed mediocre visual effects that are supposed to "wow" us but end up doing the exact opposite! The so-called "VFX breakdown" is nothing more than a slap in the face to anyone who actually appreciates the art of visual storytelling. Let’s get one thing straight: if the best VFX are indeed the ones you can’t spot, then how on earth did we end up with these glaringly obvious digital blunders? It’s like they threw a bunch of half-baked effects together and called it a day. Instead of stunning visuals that elevate the narrative, we get a distracting mess that pulls you right out of the experience. Who are they kidding? The creators of "The Snow Sister" clearly missed the memo that viewers today are not easily satisfied. We demand more than just passable effects; we want immersive worlds that captivate us. And yet, here we are, subjected to a barrage of poorly executed VFX that look like they belong in a low-budget production from the early 2000s. It’s frustrating to see Netflix, a platform that should be setting the gold standard in content creation, flounder so embarrassingly with something as fundamental as visual effects. What’s even more maddening is the disconnect between the promotional hype and the actual product. They tout the "creation" of these effects as if they’re groundbreaking, but in reality, they are a visual cacophony that leaves much to be desired. How can anyone take this seriously when the final product looks like it was hastily patched together? It’s not just a disservice to the viewers; it’s an insult to the talented artists who work tirelessly in the VFX industry. They deserve better than to have their hard work represented by subpar results that manage to undermine the entire project. Netflix needs to wake up and understand that audiences are becoming increasingly discerning. We’re not just mindless consumers; we have eyes, and we can see when something is off. The VFX in "The Snow Sister" is a glaring example of what happens when corners are cut and quality is sacrificed for the sake of quantity. We expect innovation, creativity, and, above all, professionalism. Instead, we are fed a half-hearted effort that leaves us shaking our heads in disbelief. In conclusion, if Netflix wants to maintain its position as a leader in the entertainment industry, it’s time to step up its game and give us the high-quality VFX that we deserve. No more excuses, no more mediocre breakdowns—just real artistry that enhances our viewing experience. Let’s hold them accountable and demand better! #VFX #Netflix #TheSnowSister #VisualEffects #EntertainmentIndustry

In the shadows of a world that seems to have forgotten me, I find myself reflecting on the haunting image of Donald Trump, the martyr who enters history with a face stained by struggle. This image, where he raises his fist, shouting “I am alive, fight for me!” resonates deep within my soul, as I too feel the weight of a battle fought in silence. Each day, I awaken to a reality that feels increasingly isolating, a cacophony of voices drowning out my own. Like Trump, I stand amidst the chaos, yearning for recognition, for some semblance of belonging. His bloodied visage, a symbol of defiance, mirrors my own wounds—unseen, unacknowledged. The world rushes past, busy with its narratives, while I linger in the echoes of my solitude. Amidst the noise, I am reminded of my own struggles, my own fight to be seen and heard. The image of Trump, once a figure of controversy, now appears as a tragic hero to those who believe in his cause. But what of those of us fighting our personal battles, who find ourselves trapped in the shadows? Where is our anthem of resilience? Where is our history being carved? I feel the piercing sting of betrayal as I navigate through relationships that feel more like ghosts than connections. Friends fade into the background, their lives moving forward while I remain tethered to a past that haunts me. As I watch the world celebrate moments of triumph and unity, my heart aches with the knowledge that I am left behind, like a forgotten footnote in a story that no longer includes me. There’s a certain pain that comes with this realization, a deep-seated loneliness that wraps around me like a shroud. Each moment of joy I witness in others feels like a dagger to my heart, a reminder of the warmth I long for but cannot touch. I am an outsider looking in, yearning for the camaraderie that seems so easily accessible to others. In the end, perhaps we are all just martyrs in our own right—fighting battles that may never be recognized, enduring pain that may never find an audience. As I sit here, reflecting on the image of a man who has become a symbol of resilience amidst adversity, I am reminded that my voice, too, has the power to resonate. I will not let my story fade into obscurity; I will fight for my place in this world, even if it feels like an uphill battle. For those who feel as I do, remember: we are not alone. Our struggles may be silent, but they matter. We are alive, and we will continue to fight. #Loneliness #Struggle #Resilience #Martyrdom #Isolation

The protests in Los Angeles have brought a lot of attention, but honestly, it’s just the same old story. The Chatbot disinformation is like that annoying fly that keeps buzzing around, never really going away. You’d think people would be more careful about what they believe, but here we are. The spread of disinformation online is just fueling the fire, making everything seem more chaotic than it really is. It’s kind of exhausting to see the same patterns repeat. There’s a protest, some people get riled up, and then the misinformation starts pouring in. It’s like a never-ending cycle. Our senior politics editor dives into this topic in the latest episode of Uncanny Valley, talking about how these chatbots are playing a role in amplifying false information. Not that many people seem to care, though. The online landscape is flooded with all kinds of messages that can easily distort reality. It’s almost as if people are too tired to fact-check anymore. Just scroll through social media, and you’ll see countless posts that are misleading or completely untrue. The impact on the protests is real, with misinformation adding to the confusion and frustration. One could argue that it’s a bit depressing, really. As the protests continue, it’s hard to see a clear path forward. Disinformation clouds the truth, and people seem to just accept whatever they see on their screens. It’s all so monotonous. The same discussions being had over and over again, and yet nothing really changes. The chatbots keep generating content, and the cycle goes on. Honestly, it makes you wonder whether anyone is actually listening or if they’re just scrolling mindlessly. The discussions about the protests and the role of disinformation should be enlightening, but they often feel repetitive and bland. It’s hard to muster any excitement when the conversations feel so stale. In the end, it’s just more noise in a world that’s already too loud. The protests might be important, but the chatbots and their disinformation are just taking away from the real issues at hand. This episode of Uncanny Valley might shed some light, but will anyone really care? Who knows. #LosAngelesProtests #Disinformation #Chatbots #UncannyValley #Misinformation

In-app bidding has automated most waterfall optimization, yet developers still manage multiple hybrid waterfalls, each with dozens of manual instances. Naturally, this can be timely and overwhelming to maintain, keeping you from optimizing to perfection and focusing on other opportunities to boost revenue.Rather than analyzing each individual network and checking if instances are available at each price point, breaking down your waterfall into different CPM ranges allows you to visualize the waterfall and easily identify the gaps.Here are some tips on how to use CPM buckets to better optimize your waterfall’s performance.What are CPM buckets?CPM buckets show you exactly how much revenue and how many impressions you’re getting from each CPM price range, giving you a more granular idea of how different networks are competing in the waterfall. CPM buckets are a feature of real time pivot reports, available on ironSource LevelPlay.Identifying and closing the gapsTypically in a waterfall, you can only see each ad network’s average CPM. But this keeps you from seeing ad network distribution across all price points and understanding exactly where ad networks are bidding. Bottom line - you don’t know where in the waterfall you should add a new instance.By separating CPM into buckets,you understand exactly which networks are driving impressions and revenue and which CPMs aren’t being filledNow how do you do it? As a LevelPlay client, simply use ironSource’s real time pivot reports - choose the CPM bucket filter option and sort by “average bid price.” From here, you’ll see how your revenue spreads out among CPM ranges and you’ll start to notice gaps in your bar graph. Every gap in revenue - where revenue is much lower than the neighboring CPM group - indicates an opportunity to optimize your monetization strategy. The buckets can range from small increments like to larger increments like so it’s important to compare CPM buckets of the same incremental value.Pro tip: To best set up your waterfall, create one tab with the general waterfalland make sure to look at Revenue and eCPM in the “measures” dropdown. In the “show” section, choose CPM buckets and sort by average bid price. From here, you can mark down any gaps.But where do these gaps come from? Gaps in revenue are often due to friction in the waterfall, like not enough instances, instances that aren’t working, or a waterfall setup mistake. But gaps can also be adjusted and fixed.Once you’ve found a gap, you can look at the CPM buckets around it to better understand the context. Let’s say you see a strong instance generating significant revenue in the CPM bucket right below it, in the -80 group. This instance from this specific ad network has a lot of potential, so it’s worth trying to push it to a higher CPM bucket.In fact, when you look at higher CPM buckets, you don’t see this ad network anywhere else in the waterfall - what a missed opportunity! Try adding another instance of this network higher up in the waterfall. If you’re profiting well with a -80 CPM, imagine how much more revenue you could bring at a CPM.Pro tip: Focusing on higher areas in the waterfall makes a larger financial impact, leading to bigger increases in ARPDAU.Let’s say you decide to add 5 instances of that network to higher CPM buckets. You can use LevelPlay’s quick A/B test to understand if this adjustment boosts your revenue - not just for this gap, but for any and all that you find. Simply compare your existing waterfall against the new waterfall with these 5 higher instances - then implement the one that drives the highest instances.Božo Janković, Head of Ad Monetization at GameBiz Consulting, uses CPM buckets "to understand at which CPMs the bidding networks are filling. From there, I can pinpoint exactly where in the waterfall to add more traditional instances - which creates more competition, especially for the bidding networks, and creates an opportunity for revenue growth."Finding new insightsYou can dig even deeper into your data by filtering by ad source. Before CPM buckets, you were limited to seeing an average eCPM for each bidding network. Maybe you knew that one ad source had an average CPM of but the distribution of impression across the waterfall was a black box. Now, we know exactly which CPMs the bidders are filling. “I find ironSource CPM buckets feature very insightful and and use it daily. It’s an easy way to identify opportunities to optimize the waterfall and earn even more revenue." -Božo Janković, Head of Ad Monetization at GameBiz ConsultingUnderstanding your CPM distribution empowers you to not only identify your revenue sources, but also to promote revenue growth. Armed with the knowledge of which buckets some of their stronger bidding networking are performing in, some publishers actively add instances from traditional networks above those ranges. This creates better competition and also helps drive up the bids from the biddersThere’s no need for deep analysis - once you see the gaps, you can quickly understand who’s performing in the lower and higher buckets, and see exactly what’s missing. This way, you won’t miss out on any lost revenue.Learn more about CPM buckets, available exclusively to ironSource LevelPlay here. #how #optimize #your #hybrid #waterfall