With this talk, I help you get the most out of lambdas, Streams, Optionals, and default methods, helping you master Java 8's core features

Robots around the world are about to get a lot smarter as physical AI developers plug in NVIDIA Jetson Thor modules — new robotics computers that can serve as the brains for robotic systems across research and industry. Robots demand rich sensor data and low-latency AI processing. Running real-time robotic applications requires significant AI compute and memory to handle concurrent data streams from multiple sensors. Jetson Thor, now in general availability, delivers 7.5x more AI compute, 3.1x more CPU performance and 2x more memory than its predecessor, the NVIDIA Jetson Orin, to make this possible on device. This performance leap will enable roboticists to process high-speed sensor data and perform visual reasoning at the edge — workflows that were previously too slow to run in dynamic real-world environments. This opens new possibilities for multimodal AI applications such as humanoid robotics. Agility Robotics, a leader in humanoid robotics, has integrated NVIDIA Jetson into the fifth generation of its robot, Digit — and plans to adopt Jetson Thor as the onboard compute platform for the sixth generation of Digit. This transition will enhance Digit’s real-time perception and decision-making capabilities, supporting increasingly complex AI skills and behaviors. Digit is commercially deployed and performs logistics tasks such as stacking, loading and palletizing in warehouse and manufacturing environments. “The powerful edge processing offered by Jetson Thor will take Digit to the next level — enhancing its real-time responsiveness and expanding its abilities to a broader, more complex set of skills,” said Peggy Johnson, CEO of Agility Robotics. “With Jetson Thor, we can deliver the latest physical AI advancements to optimize operations across our customers’ warehouses and factories.” Boston Dynamics — which has been building some of the industry’s most advanced robots for over 30 years — is integrating Jetson Thor into its humanoid robot Atlas, enabling Atlas to harness formerly server-level compute, AI workload acceleration, high-bandwidth data processing and significant memory on device. Beyond humanoids, Jetson Thor will accelerate various robotic applications — such as surgical assistants, smart tractors, delivery robots, industrial manipulators and visual AI agents — with real-time inference on device for larger, more complex AI models. A Giant Leap for Real-Time Robot Reasoning Jetson Thor is built for generative reasoning models. It enables the next generation of physical AI agents — powered by large transformer models, vision language models and vision language action models — to run in real time at the edge while minimizing cloud dependency. Optimized with the Jetson software stack to enable the low latency and high performance required in real-world applications, Jetson Thor supports all popular generative AI frameworks and AI reasoning models with unmatched real-time performance. These include Cosmos Reason, DeepSeek, Llama, Gemini and Qwen models, as well as domain-specific models for robotics like Isaac GR00T N1.5, enabling any developer to easily experiment and run inference locally. NVIDIA Jetson Thor opens new capabilities for real-time reasoning with multi-sensor input. Further performance improvement is expected with FP4 and speculative decoding optimization. With NVIDIA CUDA ecosystem support through its lifecycle, Jetson Thor is expected to deliver even better throughput and faster responses with future software releases. Jetson Thor modules also run the full NVIDIA AI software stack to accelerate virtually every physical AI workflow with platforms including NVIDIA Isaac for robotics, NVIDIA Metropolis for video analytics AI agents and NVIDIA Holoscan for sensor processing. With these software tools, developers can easily build and deploy applications, such as visual AI agents that can analyze live camera streams to monitor worker safety, humanoid robots capable of manipulation tasks in unstructured environments and smart operating rooms that guide surgeons based on data from multi-camera streams. Jetson Thor Set to Advance Research Innovation  Research labs at Stanford University, Carnegie Mellon University and the University of Zurich are tapping Jetson Thor to push the boundaries of perception, planning and navigation models for a host of potential applications. At Carnegie Mellon’s Robotics Institute, a research team uses NVIDIA Jetson to power autonomous robots that can navigate complex, unstructured environments to conduct medical triage as well as search and rescue. “We can only do as much as the compute available allows,” said Sebastian Scherer, an associate research professor at the university and head of the AirLab. “Years ago, there was a big disconnect between computer vision and robotics because computer vision workloads were too slow for real-time decision-making — but now, models and computing have gotten fast enough so robots can handle much more nuanced tasks.” Scherer anticipates that by upgrading from his team’s existing NVIDIA Jetson AGX Orin systems to Jetson AGX Thor developer kit, they’ll improve the performance of AI models including their award-winning MAC-VO model for robot perception at the edge, boost their sensor-fusion capabilities and be able to experiment with robot fleets. Wield the Strength of Jetson Thor The Jetson Thor family includes a developer kit and production modules. The developer kit includes a Jetson T5000 module, a reference carrier board with abundant connectivity, an active heatsink with a fan and a power supply. NVIDIA Jetson AGX Thor Developer Kit The Jetson ecosystem supports a variety of application requirements, high-speed industrial automation protocols and sensor interfaces, accelerating time to market for enterprise developers. Hardware partners including Advantech, Aetina, ConnectTech, MiiVii and TZTEK are building production-ready Jetson Thor systems with flexible I/O and custom configurations in various form factors. Sensor and Actuator companies including Analog Devices, Inc. (ADI), e-con Systems,  Infineon, Leopard Imaging, RealSense and Sensing are using NVIDIA Holoscan Sensor Bridge — a platform that simplifies sensor fusion and data streaming — to connect sensor data from cameras, radar, lidar and more directly to GPU memory on Jetson Thor with ultralow latency. Thousands of software companies can now elevate their traditional vision AI and robotics applications with multi-AI agent workflows running on Jetson Thor. Leading adopters include Openzeka, Rebotnix, Solomon and Vaidio. More than 2 million developers use NVIDIA technologies to accelerate robotics workflows. Get started with Jetson Thor by reading the NVIDIA Technical Blog and watching the developer kit walkthrough. To get hands-on experience with Jetson Thor, sign up to participate in upcoming hackathons with Seeed Studio and LeRobot by Hugging Face. The NVIDIA Jetson AGX Thor developer kit is available now starting at $3,499. NVIDIA Jetson T5000 modules are available starting at $2,999 for 1,000 units. Buy now from authorized NVIDIA partners. NVIDIA today also announced that the NVIDIA DRIVE AGX Thor developer kit, which provides a platform for developing autonomous vehicles and mobility solutions, is available for preorder. Deliveries are slated to start in September.

After a long, busy day, you boot up your gaming device but don’t quite feel like diving into an intense session. Instead, you open a broadcast of one of your favorite streamers and spend the evening laughing at commentary, reacting to unexpected moments, and just enjoying your time with fellow gamers. Sounds familiar?This everyday scenario perfectly captures the way live streaming platforms like Twitch, YouTube Gaming, or Kick have transformed the gaming experience — turning gameplay into shared moments where gamers broadcast in real-time while viewers watch, chat, learn, and discover new titles.What started as friends sharing gameplay clips has exploded into a multi-billion-dollar ecosystem where streamers are popular creators, viewers build communities around shared experiences, and watching games has become as popular as playing them. But how did streaming become such a powerful force in gaming – and what does it mean for players, creators, and the industry alike? Let’s find out!Why Do Gamers Love Streaming?So why are millions of gamers spending hours every week watching others play instead of jumping into a game themselves? The answer isn’t just one thing – it’s a mix of entertainment, learning, connection, and discovery that makes live streaming uniquely compelling. Let’s break it down.Entertainment at Your Own PaceSometimes, you just want to relax. Maybe you’re too mentally drained to queue up for ranked matches or start that complex RPG quest. Streaming offers the perfect low-effort alternative – the fun of gaming without needing to press a single button. Whether it's high-stakes gameplay, hilarious commentary, or unpredictable in-game chaos, streams let you enjoy all the excitement while kicking back on the couch, grabbing a snack, or chatting in the background.Learning and Skill DevelopmentStreaming isn’t just for laughs – it’s also one of the best ways to level up your own gameplay. Watching a skilled streamer handle a tricky boss fight, execute high-level strategies, or master a game’s mechanics can teach you far more than a dry tutorial ever could. Many gamers tune in specifically to study routes, tactics, builds, or even to understand if a game suits their playstyle before buying it. Think of it as education, but way more fun.Social Connection and CommunityOne of the most powerful draws of live streaming is the sense of community. Jumping into a stream isn’t like watching TV – it’s like entering a room full of people who love the same games you do. Chatting with fellow viewers, sharing reactions in real-time, tossing emotes into the chaos, and getting shoutouts from the streamer – it all creates a sense of belonging. For many, it’s a go-to social space where friendships, inside jokes, and even fandoms grow.Discovery of New Games and TrendsEver found a game you now love just because you saw a streamer play it? You’re not alone. Streaming has become a major discovery engine in gaming. Watching creators try new releases, revisit cult classics, or spotlight lesser-known indies helps players find titles they might never encounter on their own. Sometimes, entire genres or games blow up because of a few well-timed streams (Among Us, Vampire Survivors, Only Up! – all made big by streamers).Together, these draws have sparked a whole new kind of culture – gaming communities with their own languages, celebrities, and shared rituals.Inside Streaming CultureStreaming has created something unique in gaming: genuine relationships between creators and audiences who've never met. When Asmongold reacts to the latest releases or penguinz0 delivers his signature deadpan commentary, millions of viewers don't just watch – they feel like they're hanging out with a friend. These streamers have become trusted voices whose opinions carry real weight, making gaming fame more accessible than ever. Anyone with personality and dedication can build a loyal following and become a cultural influencer.If you've ever watched a Twitch stream, you've witnessed chat culture in action – a chaotic river of emotes, inside jokes, and reactions that somehow make perfect sense to regulars. "KEKW" expresses laughter, "Poggers" shows excitement, and memes spread like wildfire across communities. The chat itself becomes entertainment, with viewers competing to land the perfect reaction at just the right moment. These expressions often escape their stream origins, becoming part of the broader gaming vocabulary.For many viewers, streams have become part of their daily routine – tuning in at the same time, celebrating milestones, or witnessing historic gaming moments together. When a streamer finally beats that impossible boss, the entire community shares in the victory. These aren't just individual entertainment experiences — they're collective memories where thousands can say "I was there when it happened," creating communities that extend far beyond gaming itself.How Streamers Are Reshaping the Gaming IndustryWhile players tune in for fun and connection, behind the scenes, streaming is quietly reshaping how the gaming industry approaches everything from marketing to game design. What started as casual gameplay broadcasts is now influencing major decisions across studios and publishers.The New Marketing Powerhouse. Traditional game reviews and advertising have taken a backseat to streamer influence. A single popular creator playing your game can generate millions of views and drive massive sales overnight – just look at how Among Us exploded after a few key streamers discovered it, or how Fall Guys became a phenomenon through streaming momentum. Publishers now prioritize getting their games into the hands of influential streamers on launch day, knowing that authentic gameplay footage and reactions carry more weight than any trailer or review. Day-one streaming success has become make-or-break for many titles.Designing for the Stream. Developers are now creating games with streaming in mind. Modern titles include built-in streaming tools, spectator-friendly interfaces, and features that encourage viewer interaction like chat integration and voting systems. Games are designed to be visually clear and exciting to watch, not just play. Some developers even create "streamer modes" that remove copyrighted music or add special features for streamers. The rise of streaming has birthed entirely new genres — party games, reaction-heavy horror titles, and social deduction games all thrive because they're inherently entertaining to watch.The Creator Economy Boom. Streaming has created entirely new career paths and revenue streams within gaming. Successful streamers earn through donations, subscriptions, brand partnerships, and revenue sharing from platform-specific features like Twitch bits or YouTube Super Chat. This has spawned a massive creator economy where top streamers command six-figure sponsorship deals, while publishers allocate significant budgets to influencer partnerships rather than traditional advertising. The rise of streaming has also fueled the growth of esports, where pro players double as entertainers – drawing massive online audiences and blurring the line between competition and content.Video Game Streaming in NumbersWhile it’s easy to feel the impact of streaming in daily gaming life, the numbers behind the trend tell an even more powerful story. From billions in revenue to global shifts in viewer behavior, game streaming has grown into a massive industry reshaping how we play, watch, and connect. Here’s a look at the data driving the movement.Market Size & GrowthIn 2025, the global Games Live Streaming market is projected to generate $15.32 billion in revenue. By 2030, that figure is expected to reach $18.92 billion, growing at an annual rate of 4.32%.The average revenue per user (ARPU) in 2025 stands at $10.51, showing consistent monetization across platforms.China remains the single largest market, expected to bring in $2.92 billion this year alone.Source: Statista Market Insights, 2025Viewership & Daily HabitsThe number of users in the live game streaming market is forecast to hit 1.8 billion by 2030, with user penetration rising from 18.6% in 2025 to 22.6% by the end of the decade.In 2023, average daily time spent watching game streams rose to 2.5 hours per user, up 12% year-over-year — a clear sign of streaming becoming part of gamers’ daily routines.Sources: Statista Market Insights, 2025; SNS Insider, 2024What People Are WatchingThe most-watched games on Twitch include League of Legends, GTA V, and Counter-Strike — all regularly topping charts for both viewers and streamers.When it comes to creators, the most-streamed games are Fortnite, Valorant, and Call of Duty: Warzone, showing a strong overlap between what streamers love to broadcast and what audiences enjoy watching.In Q1 2024, Twitch users spent over 249 million hours watching new game releases, while total gaming-related content reached around 3.3 billion hours.Sources: SullyGnome, 2025; Statista, 2025Global Trends & Regional PlatformsChina’s local platforms like Huya (31M MAU) and Douyu (26.6M MAU) remain key players in the domestic market.In South Korea, following Twitch’s 2023 exit, local services like AfreecaTV and newcomer Chzzk have positioned themselves as alternatives.Meanwhile, Japan and Europe continue to see steady engagement driven by strong gaming scenes and dedicated fan communities.Source: Statista, 2025Event Livestreaming Hits New HighsNintendo Direct was the most-watched gaming showcase in 2024, with an average minute audience of 2.6 million.The 2024 Streamer Awards drew over 645,000 peak viewers, highlighting how creator-focused events now rival traditional game showcases.Source: Statista, 2025As game streaming continues to evolve, its role in the broader gaming ecosystem is becoming clearer. It hasn’t replaced traditional gameplay – instead, it’s added a new dimension to how people engage with games, offering a space for connection, discovery, and commentary. For players, creators, and industry leaders alike, streaming now sits alongside playing as a core part of the modern gaming experience – one that continues to grow and shift with the industry itself.

Welcome to the Clojure Deref! This is a weekly link/news roundup for the Clojure ecosystem. (@ClojureDeref RSS) From the core Our team has been in and out the last couple weeks with a variety of summer vacation, but we are starting to focu

A zero-day vulnerability in WinRAR is being exploited by at least two Russian criminal groups: The vulnerability seemed to have super Windows powers. It abused alternate data streams, a Windows feature that allows different ways of representing the s

Update: Tune into Championship Sunday.We've had some exciting game events so far this year, and now it's time for the 2025 Pokémon World Championships.In case you've missed our coverage so far, this year the event is taking place in Anaheim, Californ