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Cloudflare Weaponizes AI Against Web Crawlers

Cloudflare’s AI Labyrinth: A New Frontier in Bot Detection

Introducing the AI Labyrinth

Cloudflare has unveiled a revolutionary new tool to combat the growing threat of data-hungry AI bots that ignore website permissions. Dubbed the "AI Labyrinth," this innovative system actively sabotages AI bots by serving realistic-looking pages filled with irrelevant information and hidden links that lead deeper into a rabbit hole of AI-generated nonsense.

How it Works

The AI Labyrinth generates convincing fake pages with scientifically accurate but irrelevant content, featuring hidden invisible links that lead to more fake content, creating endless loops. This trap content remains completely invisible to human visitors, while bot interactions with these fake pages help improve detection systems.

Key Features

  • Generates convincing fake pages with scientifically accurate but irrelevant content
  • Hidden invisible links within these pages lead to more fake content, creating endless loops
  • All trap content remains completely invisible to human visitors
  • Bot interactions with these fake pages help improve detection systems
  • Content is pre-generated rather than created on demand for better performance
  • Crawlers waste their resources rather than wasting Cloudflare’s resources

Why is this Needed?

Bot internet traffic is growing alarmingly, with Imperva’s 2024 Threat Research report revealing that bots generated 49.6% of web traffic last year, with malicious bots accounting for a whopping 32% of the total. AI crawlers bombard Cloudflare’s network with more than 50 billion requests daily – nearly 1% of all web traffic they handle – wasting their resources in the process.

Conclusion

Cloudflare’s AI Labyrinth is a game-changer in the cat-and-mouse game between website owners and AI companies. By creating a trap that remains invisible to human visitors, Cloudflare is supporting its customers in their efforts to combat AI bot threats. As Cloudflare describes, "No real human would go four links deep into a maze of AI-generated nonsense. Any visitor that does is very likely to be a bot, so this gives us a brand-new tool to identify and fingerprint bad bots, which we add to our list of known bad actors."

Frequently Asked Questions

Q: How does the AI Labyrinth work?
A: The AI Labyrinth generates convincing fake pages with scientifically accurate but irrelevant content, featuring hidden invisible links that lead to more fake content, creating endless loops.

Q: Is the AI Labyrinth effective?
A: Yes, the AI Labyrinth is designed to identify and fingerprint bad bots, which we add to our list of known bad actors.

Q: Is the AI Labyrinth visible to human visitors?
A: No, the AI Labyrinth remains completely invisible to human visitors, ensuring they don’t accidentally stumble into the maze.

Q: How does the AI Labyrinth improve detection systems?
A: Bot interactions with fake pages help improve detection systems, allowing us to better identify and track malicious activity.

Impressive Cricut Deals

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The Best Cricut Deals Today

Top Deal: Cricut Easy Press 2

If you’re looking to get crafty this spring, then I’ve found some excellent deals on 3 of the best Cricut machines to help bring your creations to life. It’s rare that we find Cricut deals this good outside of promotional sales like Amazon Prime Day or Black Friday, so this really is a rare treat.

The top deal I recommend out of the bunch will save you $140 on the Cricut Easy Press 2 machine, now only $99 over at Amazon, which is amazing considering that this heat press device usually retails for $239. The Easy Press 2 is a great choice for beginners to Cricut who want to work with iron-on vinyl, and this machine can transfer a design onto fabric in just 60 seconds. (Psst – there’s a UK deal on this machine too for only £99 over at Amazon.)

What’s included with the Cricut Easy Press 2?

  • Heat press device
  • Power cord
  • Instructions

Other Cricut Deals

  • Cricut Explore 3: Normally $229, now $149 at Amazon
  • Cricut Maker 3: Normally $299, now $199 at Amazon

Why are these deals happening?

I suspect that the launch of the new Cricut Maker 4 and Explore 4 series could have something to do with these generous price cuts on older Cricut products, but either way, I’m certainly not complaining. If these deals aren’t quite for you, take a look at our guide to the best Cricut alternatives for some more options.

The Best Cricut Deals Today

Below you’ll find the best deals and lowest prices on the Cricut products in your region and worldwide, using our clever deals widget updating 24/7.

FAQs

Q: What is the Cricut Easy Press 2?
A: The Cricut Easy Press 2 is a heat press device that can transfer a design onto fabric in just 60 seconds.

Q: What is the Cricut Explore 3?
A: The Cricut Explore 3 is a cutting machine that can cut over 300 materials, including paper, vinyl, and fabric.

Q: What is the Cricut Maker 3?
A: The Cricut Maker 3 is a cutting machine that can cut, score, and foils materials, making it a versatile tool for crafters.

Whispers of the Withered Forest

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The Toymaker

A magical toymaker whose creations come to life when spinning the wheel. He often ditches them as he tries to create toys that will stay alive.

The Lover’s Lament

A piece about loss and grief. The lover and her dragon companion visit the tomb of her deceased beloved every year, when peonies bloom.

From the Ashes

The phoenix is one of the best recognized symbols of rebirth and glory built from decay, yet there’s melancholy in it too.

Empress of Barn Owls

I’ve always loved barn owls and often incorporate them into different pieces, usually involving mysterious women living among them.

Luvamiart Valladolid’s Process and Inspirations

As an illustrator, Luvamiart Valladolid is passionate about the versatility of a simple pencil. "In our fast-paced world, I want people to stop for a moment and appreciate the small details and magical stories they can form." She shared her thoughts on her creative process and inspirations:

"I enjoy playing with different mediums and techniques to achieve a unique look. My art is a reflection of my interests and passions, and I’m always looking for new ways to express them."

Conclusion

Luvamiart Valladolid’s artwork is a testament to the power of creativity and imagination. Her use of simple pencils and mediums allows her to bring alive whimsical worlds and characters, inviting viewers to step into her enchanting realm.

FAQs

Q: What inspires your art?
A: My interests and passions, as well as the world around me, are a constant source of inspiration.

Q: What is your favorite medium to work with?
A: I enjoy playing with different mediums and techniques to achieve a unique look, but I do have a soft spot for simple pencils.

Q: What message do you hope to convey through your art?
A: I want people to stop for a moment and appreciate the small details and magical stories they can form.

Photo Mode is my new gaming obsession

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My Journey into the World of Video Game Photography

A Newfound Appreciation for Photo Mode

I never thought I’d be the type to get excited about photo mode in video games. It always seemed like a gimmick, something to pass the time while the game’s story or gameplay loaded. But two games have changed my mind: Infinity Nikki and Assassin’s Creed: Shadows. These games have become my twin obsessions, and their attention to detail has won me over.

From Skepticism to Enthusiasm

I was skeptical of photo mode from the start. It’s a feature that pauses the game, allowing players to take professional-grade images. I didn’t see the appeal. I’m not going to fondly flip through my PS5 media gallery in five years, reminiscing about the time I killed a baddie in Assassin’s Creed. But Infinity Nikki and Assassin’s Creed: Shadows have made me see photo mode in a new light.

A Newfound Talent

I started fiddling with the camera settings in Infinity Nikki, and I was surprised by the results. The photos looked good! I didn’t just look at the pictures; I studied them, trying to understand what made them work. I learned about apertures and vignettes, and I started to experiment. The results were thrilling. I took my newfound skills to Assassin’s Creed: Shadows, and the experience was just as enjoyable.

A New Perspective

The game’s weather and foliage are stunning, and the desire to capture them is strong. I found myself taking in the scenery, experimenting with camera settings, and trying to recreate the beauty of the game world. It’s no longer just a feature; it’s a way to express my creativity.

Conclusion

Infinity Nikki and Assassin’s Creed: Shadows have turned me into a photo mode enthusiast. I never thought I’d say that, but the attention to detail in these games has won me over. I’m excited to continue exploring the world of video game photography and to see where it takes me.

FAQs

Q: What games have you played that have changed your opinion on photo mode?
A: Infinity Nikki and Assassin’s Creed: Shadows

Q: What do you like about the photo mode in these games?
A: The attention to detail, the ability to express creativity, and the sense of accomplishment when taking great photos

Q: Do you plan on using photo mode in other games?
A: Yes, I’m excited to see how other games handle photo mode and to continue experimenting with my skills.

Q: Will you apply your newfound skills to real-life photography?
A: Yes, I hope to take my skills from capturing video games to capturing real life.

Why Hota is My New Favourite Gardening App

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Hota: A New iPhone App for Novice Gardeners

If, like me, you’re a novice gardener (read: I occasionally plant some bulbs and then wonder why my garden doesn’t look nice all year round), then you might want to download a new iPhone app, Hota, which aims to help beginner gardeners with what they should plant and where.

How Hota Works

Hota is well-designed with an easy-to-use UX that makes gardening more accessible. When you open the app, it identifies the direction your garden is facing, as well as what it calls Soil ID – the type of soil you have, which is based on your location (Hota currently only works in the UK). You then input the size of your bed, the themes or colors you prefer, and it brings up a list of easy-to-maintain plants to plant in the front, middle, and back of your bed.

Design and Features

The app’s design ensures it stands out among the competition. "So many gardening products use light greens or watercolours, but we wanted to design something that represents the boldness of flowers, which is also helpful when trying to compete with the bright lights of a phone Home Screen," says Hannah. "Having bright pinks and corals felt energizing and fun."

The app icon was initially inspired by the shape of a tulip, and the original name of the app "bud" (it loosely shapes the letters b-u-d), but the duo soon discovered a popular marijuana app that they didn’t want to compete with. They landed on the name "Hota" but stuck with the logo.

Planting and Maintenance

Once you have planted Hota’s suggested plants, you click a button to let the app know and it then tells you when to water, weed, prune, and deadhead, using a traffic light system to show you the urgency of tasks. "We wanted a homepage that you can see at a glance what needs doing. This inspired the traffic light garden maintenance icons at the top of the home page, with more detail available tapping into a bed," says Hannah.

Bed Design and Buying Plants

The app has just launched with a new feature, Bed Design, which generates an interactive plant bed design, showing you exactly where to plant each plant. You can also now buy the suggested plants directly from the app, thanks to a partnership with Proctors Nursery.

What the Creators are Proud Of

What are the husband and wife duo most proud of? "The bed design feature," says Hannah. "Creating a tool that will generate a strong garden border design, for all soil types, for all light levels and all dimensions was a huge technical challenge. We hope this will encourage new gardeners to get started easily."

Conclusion

I look forward to seeing what’s next for Hota, as well as how my garden will develop following its recommendations.

FAQs

Q: Is Hota available only in the UK?
A: Yes, Hota currently only works in the UK.

Q: Can I buy the suggested plants from the app?
A: Yes, thanks to a partnership with Proctors Nursery, you can now buy the suggested plants directly from the app.

Q: How does Hota work?
A: Hota identifies the direction your garden is facing, as well as what it calls Soil ID – the type of soil you have, which is based on your location. You then input the size of your bed, the themes or colors you prefer, and it brings up a list of easy-to-maintain plants to plant in the front, middle, and back of your bed.

Telecom Leaders Call on Agentic AI to Boost Network Operations

Global Telecommunications Networks and the Rise of AI

Global telecommunications networks can support millions of user connections per day, generating more than 3,800 terabytes of data per minute on average. This massive, continuous flow of data is unstructured and complex, making it difficult for traditional automation tools to handle.

Introducing Large Telco Models (LTMs) and AI Agents

To address this challenge, NVIDIA has announced the development of new LTMs and AI agents custom-built for the telco industry using NVIDIA NIM and NeMo microservices within the NVIDIA AI Enterprise software platform. These LTMs and AI agents enable the next generation of AI in network operations.

What are LTMs?

Just as LLMs understand and generate human language, and NVIDIA BioNeMo NIM microservices understand the language of biological data for drug discovery, LTMs enable AI agents to master the language of telecom networks. These new partner-developed LTMs powered by NVIDIA AI Enterprise are:

  • Specialized in network intelligence, capable of understanding real-time network events, predicting failures, and automating resolutions.
  • Optimized for telco workloads, tapping into NVIDIA NIM microservices for efficiency, accuracy, and low latency.
  • Suited for continuous learning and adaptation, with post-training scalability, allowing LTMs to learn from new events, alerts, and anomalies to enhance future performance.

Industry Leaders Launch LTMs and AI Agents

Leading companies across telecommunications are using NVIDIA AI Enterprise to advance their latest technologies. SoftBank, Tech Mahindra, Amdocs, BubbleRAN, and ServiceNow are among the companies developing LTMs and AI agents to improve network operations and optimize network performance.

Benefits of LTMs and AI Agents

LTMs and AI agents can help telcos:

  • Reduce downtime by predicting failures before they happen, delivering network resilience.
  • Improve customer experiences by driving faster networks, fewer outages, and seamless connectivity.
  • Enhance security by continuously scanning for threats and mitigating cyber risks in real-time.

Conclusion

The rise of LTMs and AI agents is transforming the way telecommunications networks operate. By leveraging these advanced technologies, telcos can improve network performance, reduce costs, and enhance customer experiences. As the industry continues to evolve, it is essential to stay at the forefront of AI innovation to stay competitive.

FAQs

Q: What are Large Telco Models (LTMs)?
A: LTMs are customized, multimodal large language models trained specifically on telco network data to enable AI agents to master the language of telecom networks.

Q: What are AI agents in the context of telco networks?
A: AI agents are software applications that automate complex decision-making workflows, improve operational efficiency, boost employee productivity, and enhance network performance.

Q: How do LTMs and AI agents benefit telcos?
A: LTMs and AI agents can help telcos reduce downtime, improve customer experiences, and enhance security by predicting failures, automating resolutions, and continuously monitoring networks.

The 20 Hottest Open Source Startups of 2024

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Stargazing

A new report showcases the 20 top-trending open source startups around the world, more than half of which are closely aligned with AI.

The report is the handiwork of European venture capital firm Runa Capital, which has operated the Runa Open Source Startup (ROSS) Index since 2020. The Index serves quarterly updates on the fastest-growing projects in terms of GitHub “stars” — a metric that’s something akin to a “like” on social media. Beginning in 2023, Runa started producing annual reports, highlighting the most popular commercial open source startups in a given year.

Methodology

There are other ways of tracking “hot” open source projects. Two Sigma Ventures operates the Open Source Index, which is similar in concept to the ROSS Index except it showcases the top 100 projects without a specific focus on commercial startups (it also offers different ways of filtering the data).

And GitHub itself offers a top-trending project list, again without the specific focus on commercial businesses.

It’s also worth looking at the methodology behind the ROSS Index. GitHub “stars” can be an imperfect metric, as it merely shows that someone has “liked” the project, as opposed to actively using or monitoring it. Older projects will naturally have procured more “stars,” too, which is why Runa focuses on the relative growth of repositories over a 90-day period for its quarterly reports, and on the absolute number of new stars gained during the year for its annual report.

This also means that the annual report can look quite different to the quarterly reports, given that absolute star counts won’t always align with rapid relative-growth patterns.

Top 20 ROSS Index

In top spot on the 2024 ROSS Index is Ollama, a Y Combinator alum that’s built an open source tool for running LLMs such as Meta’s Llama and DeepSeek locally (i.e., desktop). Ollama’s GitHub star count increased by some 76,000 through 2024, growing 261% to more than 105,000 (it has since risen to more than 135,000 stars over the past few months).

Next on the list is Zed Industries, a cross-platform collaborative code editor “designed for high-performance collaboration with humans and AI.” The Zed project has been around for a while, but it only went open source in January 2024, and through the rest of the year it gained more than 52,000 GitHub stars.

In third place is LangGenius, the company behind an open source LLM app development platform called Dify. The project attained more than 43,000 new GitHub stars last year, growing 326% from around 13,000 to nearly 57,000 — a figure that has since surged to more than 84,000 stars.

And then there is ComfyUI, an open source node-based program for generating images, videos, and audio using generative AI models. The project’s GitHub star count grew 195% to 61,900 stars last year.

Rounding out the top five is All Hands, the company behind an open source platform called OpenHands for building software development agents. OpenHands garnered 39,600 GitHub stars from its launch last March through the end of 2024 and has since added another 12,000 stars to the mix.

While the ROSS Index for last year illustrates the explosive growth in AI and LLMs, it also shows how developer tooling is still hot in the world of open source, with the likes of Zed and Astral’s UV (No. 9) both featuring in the top 10. Elsewhere, the presence of PDF manipulation tool Stirling PDF (No. 7), finance management software Maybe Finance (No. 8), and remote desktop software RustDesk (No. 17) suggests privacy-focused self-hostable tooling is still in high demand.

And Ethereum blockchain-focused Fuel (No. 12) shows that crypto/web3 is alive and kicking.

Conclusion

Open source software by its very nature has always been distributed, given that contributors from all corners of the globe can get involved. This is often the case for vendor-led projects, too; however, commercial entities usually have some center of gravity — even if it just means where it has been formally incorporated.

Frequently Asked Questions

Q: What is the ROSS Index?
A: The ROSS Index is a report produced by Runa Capital, tracking the top 20 open source startups around the world.

Q: What is the methodology behind the ROSS Index?
A: The ROSS Index uses GitHub “stars” as a metric to track the growth of open source projects. It focuses on the relative growth of repositories over a 90-day period for its quarterly reports, and on the absolute number of new stars gained during the year for its annual report.

Q: What are the top 20 companies on the 2024 ROSS Index?
A: The top 20 companies on the 2024 ROSS Index include Ollama, Zed Industries, LangGenius, ComfyUI, All Hands, and others.

Q: What is the purpose of the ROSS Index?
A: The purpose of the ROSS Index is to track the growth of open source startups and provide insights into the trends and patterns in the open source landscape.

Q: How is the ROSS Index different from other open source indexes?
A: The ROSS Index is different from other open source indexes in that it focuses specifically on commercial open source startups, rather than general open source projects. It also uses GitHub “stars” as a metric, which can be an imperfect measure of a project’s popularity.

I’m Mesmerized by These Clever Line Art Animations

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When a Single Line Can Make a Big Impact: The Art of Minimalist Animation

When it comes to animation, we often think of complex, detailed illustrations and intricate movements. However, a studio has shown that sometimes, less is more. Loooop Studio, known for their minimalist approach, has created a series of animations that capture the beauty and fragility of wildlife using just a single line.

A New Style of Animation

The studio’s signature style has been around since 2015, when they first stripped down famous logos to a single line. This message was clear: simple forms can create memorable identities. With their new animal animations, there’s a deeper objective. The studio wants to use their style to highlight a critical situation where wildlife is increasingly vulnerable and threatened. The infinite loop is meant to symbolize life’s perpetual beauty and fragile interconnectedness.

A Technical Advantage

But Loooop Studio practices what they preach. They note that using a single white line on a black background reduces energy consumption on all devices: on mobile, over 95% of pixels remain off, and on computers, it produces a lighter, faster-loading file – all while still making great use of key animation principles.

Capturing Complex Ideas with Minimal Resources

The studio’s approach to animation is not just about simplicity; it’s also about capturing complex ideas using minimal resources. By using a single line, they can convey intricate movements and emotions, creating mesmerizing animations that are both beautiful and thought-provoking.

The Impact of Their Work

Loooop Studio’s work is not just about aesthetics; it’s also about creating a sense of urgency and awareness. Their animations aim to communicate that the future of nature is on the line. By using their unique style, they hope to inspire change and spark a conversation about the importance of conservation and sustainability.

Conclusion

Loooop Studio’s use of single-line animation is a testament to the power of simplicity and creativity. By stripping away unnecessary complexity, they can create animations that are both beautiful and thought-provoking. Their work serves as a reminder that, even with minimal resources, we can make a big impact and inspire change.

Frequently Asked Questions

Q: What is Loooop Studio’s signature style?
A: Loooop Studio’s signature style is a minimalist approach to animation, using a single line to convey complex ideas and emotions.

Q: What is the purpose of Loooop Studio’s new animal animations?
A: The studio’s new animal animations aim to highlight the critical situation of wildlife being increasingly vulnerable and threatened, and to symbolize life’s perpetual beauty and fragile interconnectedness.

Q: What are the technical benefits of using a single line on a black background?
A: Using a single white line on a black background reduces energy consumption on all devices, producing a lighter, faster-loading file while still making great use of key animation principles.

Anthropic appears to be using Brave to power web search for its Claude chatbot.

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Anthropic’s Web Search Feature: Powered by Brave Search?

New Development in AI-Powered Chatbot Platform

Earlier this week, Anthropic rolled out a web search feature for its AI-powered chatbot platform, Claude, bringing the bot in line with many of its rivals. It wasn’t immediately clear which search index might be powering the feature — one possibility was that Anthropic had developed its own. But evidence suggests it’s Brave Search, the search engine maintained by browser developer Brave.

Evidence Points to Brave Search

As spotted by software engineer Antonio Zugaldia on Friday, Anthropic added “Brave Search” to the “subprocessor list” in its documentation this week — the list of Anthropic partners who process Claude data. British programmer Simon Willison reports that at least one search in Claude and Brave returned identical citations. Willison also found that Claude’s web search function contains a parameter called “BraveSearchParams.”

Confirmation from Brave Search Partners

Brave underpins at least one other chatbot’s search functionality: Mistral’s chatbot platform Le Chat. In February, Brave and Mistral announced that Le Chat would use Brave’s search API for live web results.

Limited Transparency in Search Index Partnerships

Some AI companies keep information about their search index partnerships close to the chest, possibly for competitive reasons. OpenAI has a partnership with Bing but uses other undisclosed sources to power the search experience in ChatGPT as well.

Conclusion

The integration of Brave Search into Claude’s web search feature marks a significant development in the chatbot’s capabilities. With this partnership, users can expect more accurate and reliable search results. As the AI industry continues to evolve, it will be interesting to see how other companies approach search index partnerships and how this will impact the user experience.

FAQs

Q: What is Brave Search?
A: Brave Search is a search engine maintained by browser developer Brave.

Q: What is Claude?
A: Claude is an AI-powered chatbot platform developed by Anthropic.

Q: What does the partnership between Anthropic and Brave mean for users?
A: The partnership means that users of Claude can expect more accurate and reliable search results, thanks to the integration of Brave Search into the platform.

Q: Are there any other AI companies using Brave Search?
A: Yes, Mistral’s chatbot platform Le Chat is another example of a company using Brave Search for its search functionality.

We Could Have Had a Marvel Gaming Universe

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The Marvel Gaming Universe That Never Was

The Marvel Cinematic Universe (MCU) has been a massive success, with its multiverse-spanning storylines and interconnected films. However, it seems that Disney had plans to create a similar universe, but for the world of gaming. According to industry insiders, Disney had a concept for a Marvel Gaming Universe, which would connect all Marvel video games on a single timeline.

The Concept

The idea was to create a cohesive universe, allowing players to move between games through alternate reality game (ARG) elements. This would have also connected to Marvel comics, creating a vast, interconnected world of gaming and storytelling. Unfortunately, the project never came to fruition.

Insider Insights

Alex Irvine, writer of Marvel Rivals, and Alexander Seropian, former SVP & GM of Core Games at Disney, discussed the concept on The Fourth Curtain YouTube channel. Irvine shared, "When I first started working on Marvel games, there was this idea that they were going to create a Marvel gaming universe that was going to exist in the same way that the MCU did… It never really happened."

Irvine also mentioned that the team came up with many great ideas for connecting the games, including linking in comics and creating original content. Seropian added that it was his idea to connect the games together, but funding issues prevented the project from moving forward.

What Could Have Been

Although some Marvel games did see the light of day, such as NetEase’s PVP shooter Marvel Rivals and games linked to individual franchises like Eidos Montreal’s Guardians of the Galaxy, it’s a shame that we’ll never get to experience the interconnected Marvel Gaming Universe that was envisioned. The concept had the potential to revolutionize the gaming industry, offering a new level of immersion and engagement for fans.

Conclusion

The Marvel Gaming Universe concept was an ambitious idea that never materialized. While we can only speculate about what could have been, it’s clear that the potential was enormous. The idea of a connected gaming universe, linked to comics and other forms of media, would have been a game-changer. Unfortunately, it seems that this concept will remain a "what if," leaving fans to wonder what could have been.

Frequently Asked Questions

Q: What was the Marvel Gaming Universe concept?
A: The concept was to create a cohesive universe connecting all Marvel video games on a single timeline, allowing players to move between games through ARG elements and linking to Marvel comics.

Q: Who came up with the idea?
A: Alexander Seropian, former SVP & GM of Core Games at Disney, and Alex Irvine, writer of Marvel Rivals, were involved in the project.

Q: Why did the project not move forward?
A: Funding issues prevented the project from progressing.

Q: What Marvel games were released despite the concept not being realized?
A: NetEase’s PVP shooter Marvel Rivals and games linked to individual franchises like Eidos Montreal’s Guardians of the Galaxy were released.