The Forerunner 570 & 970 have made Garmin’s tiered strategy clearer than ever


Sunday Runday

Lloyd, the Android Central mascot, break-dancing

(Image credit: Android Central)

In this weekly column, Android Central Wearables Editor Michael Hicks talks about the world of wearables, apps, and fitness tech related to running and health, in his quest to get faster and more fit.

The Garmin Forerunner 570 and 970 are more expensive than their predecessors. Other 2025 Garmin watches skimped on new features to keep prices low, so I’m happy Garmin didn’t hold back on its Forerunners. But it’s also become clearer that Garmin doesn’t feel a need to compete with other brands’ features — only against itself.

The jump between the $599 Forerunner 965 and $749 Forerunner 970 is significant. You get the newest Elevate v5 generation for better HR accuracy, ECGs and skin temperature readings, flashlight, mic & speaker for calling and commands, sapphire crystal protection, and new metrics like running tolerance.

Why We Keep Manufacturing In-House and What It’s Taught Us


manufacturing in-house
Photo by Collab Media on Unsplash

By Margot Adams, Co-Founder and Head of Marketing and Sales at Luxeire

When my mom, Gina Kuyers, and I launched Luxeire, we knew we weren’t interested in building a typical fashion brand. From day one, we chose to keep 100% of our garments manufacturing in-house in New York City—not as a marketing angle, but as a core part of our business strategy. In a world dominated by fast fashion and global outsourcing, we’ve found that staying local gives us a distinct advantage in quality, agility, and sustainability.

Keeping production and manufacturing in-house gives us control most brands dream of. We’re able to produce in smaller, more intentional runs, which is not only financially smarter but also helps us avoid overproduction and waste. It’s allowed us to scale at a pace that prioritizes product integrity and customer demand over unnecessary inventory.

As a small, hands-on team, producing locally is essential to staying nimble. Our factory is literally across the hall from our office. That proximity means we’re involved in every step of the process from fittings, adjustments, and final inspections. We can move fast, spot issues early, and make real-time decisions without the delays and disconnects that come with overseas manufacturing. Our customers come to us for pieces that are as functional as they are polished. We use luxurious Italian technical fabrics that are breathable, stretchy, and sustainable. These garments feel like activewear but look like tailored classics.

Keeping our manufacturing in-house and production close to home means we can iterate quickly, maintain consistent fit and quality, and meet demand without the long lead times of offshore manufacturing. It’s also allowed us to respond faster to what’s happening in real time. When something sells out or we spot a trend, we can restock or launch within weeks, not months. That speed-to-market advantage has been a game changer, especially in today’s unpredictable retail environment. More than that, producing in New York means we know exactly who is making our garments. It’s a collaborative, transparent process, and we have confidence in the ethics and craftsmanship behind every piece. That matters to us and to our customers.

Being a mother-daughter team, we’ve always approached this business with a personal lens. We’re not chasing scale for scale’s sake. We care about doing things right which means minimizing waste, paying fairly, and delivering products we’re genuinely proud of. Local production has taught us that quality isn’t just about materials. It’s about process, alignment, and values.

At Luxeire, “Made in New York” isn’t a tagline. It’s a reflection of who we are and how we operate with intention, responsibility, and a whole lot of pride.

Find a Home-Based Business to Start-Up >>> Hundreds of Business Listings.

The empire strikes back with F-bombs: AI Darth Vader goes rogue with profanity, slurs


In that sense, the vulgar Vader situation creates a touchy dilemma for Epic Games and Disney, which likely invested substantially in this high-profile collaboration. While Epic acted swiftly in response, maintaining the feature while preventing further Jedi mind tricks from players presents ongoing technical challenges for interactive AI speech of any kind.

An AI language model like the one used for constructing responses for Vader (Google’s Gemini 2.0 Flash in this case, according to Epic) are fairly easy to trick with exploits like prompt injections and jailbreaks, and that has limited their usefulness in some applications. Imagine a truly ChatGPT-like Siri or Alexa, for example, that could be tricked into saying racist things on behalf of Apple or Amazon.

David Prowse as Darth Vader and Carrie Fisher as Princess Leia filming the original Star Wars.


Credit:

Sunset Boulevard/Corbis via Getty Images

Beyond language models, the AI voice technology behind the AI Darth Vader voice in Fortnite comes from ElevenLabs’ Flash v2.5 model, trained on examples of speech from James Earl Jones so it can synthesize new speech in the same style.

Previously, Lucasfilm worked with a Ukrainian startup we covered in 2022 on Obi-Wan Kenobi to recreate Darth Vader’s voice performance using a different AI voice model called Respeecher, which isn’t used in Fortnite.

According to Variety, Jones’ family supported the new Fortnite collaboration, stating: “James Earl felt that the voice of Darth Vader was inseparable from the story of Star Wars, and he always wanted fans of all ages to continue to experience it. We hope that this collaboration with Fortnite will allow both longtime fans of Darth Vader and newer generations to share in the enjoyment of this iconic character.”

This article was updated on May 16, 2025 at 4:25 PM to include information about an email sent out from Epic Games to parents. This Article was updated again on May 17, 2025 at 10:10 AM to correctly attribute ElevenLabs Flash v2.5 as the source of the Darth Vader audio model in Fortnite. The article previously incorrectly stated that Respeecher had been used for the game.

How Architects Embrace Innovation for Modern Home Design Services with Companies


Step into an ordinary house these days and you can’t help but wonder whether you’ve stepped into a scene from a science fiction film or a spread from a high-fashion magazine. Transparent solar panels, moving walls dependent on your emotions, a living room that appears more like a participatory piece of art? Architectural design experts no longer just design buildings — they are building experiences. And what fuels all this imaginative energy? Innovation.

Architects who belong to the industry-leading platform Cad Crowd, who were once seen as meticulous sketchers of blueprints and lovers of rulers, are now technologists, collaborators, and boundary-pushers. Whether they’re working with cutting-edge materials, harnessing AI to streamline planning, or rethinking the very nature of a “room,” these visionaries are reshaping our expectations of what a home can be — and they’re doing it in partnership with forward-thinking companies that encourage and support experimentation.

Let’s go on an entertaining, behind-the-scenes adventure into the thoughts of these building design visionaries and find out how they’re combining functionality, aesthetics, and forward-thinking concepts into contemporary home design services today.

The era of collaboration: Architects + firms = Innovation exponentiated

It was once that architects operated independently — a bit isolated in studios or client sessions. No longer. Today, architectural design firms are partnering with other industries that focus on engineering, smart technology, sustainability, and manufacturing to create innovation hubs.

Require a kinetic facade that responds to sunlight? Dial up the tech company. Desire to discover biophilic interiors with intelligent lighting that simulates the sun’s cycle? There’s a startup for that. This cross-pollination of talent has turned the architect’s toolbox into something more akin to a NASA control panel — full of tools, wisdom, and potential far beyond the drafting board.

Architecture firms and businesses are developing symbiotic environments where materials researchers, sustainability consultants, and digital modelers collaborate to advance the design process. It’s a bit like a jazz band — everybody’s improvising, but in harmony.

RELATED: How furniture shop drawings help present designs for project approval with CAD companies

3D kitchen design and 3d rendering of a home

Parametric design: Geometry goes wild

Remember when homes used to look like boxes stacked on boxes? Well, those days are long gone. Parametric design is the architectural equivalent of giving geometry a double shot of espresso.

With algorithms and data-driven modeling, design and drafting services can today create complex, frequently curvilinear forms in response to environmental, spatial, and client data inputs. Think of it like a formula set in motion, which produces shapes that are stunning and smart. Need a building that directs wind through its shape or modifies overhangs by the path of the sun? Parametric design can do just that — in style.

Design tools such as Grasshopper or Revit, combined with plugins and AI-based analytics, enable companies to model real-world conditions during the design process. That translates into improved energy efficiency, improved air flow, and improved balance between the house and the environment — all without compromising on aesthetics.

Virtual reality & augmented reality: Walking inside the dream

We’ve all been there: trying to picture how a 2D floor plan will feel in real life. Spoiler: most of us aren’t great at it. That’s where VR and AR come in — not just as cool tech, but as critical storytelling tools for architects and the companies they work with.

With virtual reality headsets, clients are able to tour a computerized version of their new home. Open the front door, look into the kitchen, peer out a virtual window, and notice how the sun reflects off the living room at 7 AM. Want to swap out the marble countertop for concrete during the tour? Easy. This experiential process not only decreases revisions (since clients understand exactly what they’re receiving), but it also creates enthusiasm and emotional buy-in.

AR takes it one step further by superimposing design elements on real-world locations. With only a tablet or smartphone, architects can demonstrate how a new addition would fit in with the existing residence, or how landscaping design services modifications would impact curb appeal. It’s half wizardry, half project management — and completely transformative.

Smart homes start with smart architecture

“Smart home” used to mean a clunky wall panel that flipped switches on and off. Today, homes can identify your voice, sense your preferences, and even prompt you to water your plants — or simply do it for you.

But here’s the thing: a really smart home design services begins with intelligent architecture. And that’s where innovation truly stretches its muscles.

Today’s architects are collaborating with firms that focus on IoT (Internet of Things), embedded sensors, and building automation systems. This implies that the home itself is designed to host the tech — not retrofitting a smart thermostat onto an older duct system.

From placing sensors in concrete for live structural health monitoring to creating layouts that enable maximum WiFi coverage and tech placement without clutter, architects are making homes smart partners instead of mere passive environments. Even furniture design services is joining the party, with charging stations, modular designs, and adaptive lighting capabilities.

Sustainability: More than just solar panels

The green revolution in architecture is not simply a matter of putting some solar panels on the roof and voila. Architects today are going all the way with sustainability — from where they get their materials to the life cycle of the building itself.

Savvy architecture companies now specify reclaimed wood, carbon-positive bricks, mycelium insulation, and plant paints. And they’re building homes that breathe — literally. With high-tech ventilation systems, living walls, and passive solar design, the house is transformed into an ecosystem and not a mere building.

Architects are also looking into net-zero homes — buildings that generate as much energy as they use — through close collaboration with energy consultants and engineering design firms. Rainwater collection, greywater reuse, and rooftop gardens are no longer frills; they’re part of the home from the beginning.

One especially thrilling innovation? Transparent solar glass — picture your windows powering your home without obscuring your view. Sounds sci-fi, but architects are already incorporating this technology into luxury residential developments.

RELATED: 7 guidelines design beautiful modern villas with interior designers & architectural services firms

Material magic: Beyond brick and mortar

If you thought a home had to be constructed of concrete, steel, or wood — think again. Materials these days are more like something from a Marvel blockbuster. Self-repairing concrete that heals its own cracks? Check. Phase-change materials that capture and release heat to modulate indoor temperatures? Yup. Engineered bamboo that’s stronger than steel? You bet.

Architects designing for progressive firms are continually pushing and implementing these new materials not only for their novelty, but also for their performance, environmental footprint, and aesthetics. Cross-laminated timber (CLT), for instance, is becoming increasingly popular as a greener option for conventional steel framing — with the added advantage of seismic resistance and speedy installation.

And then there are 3D-printed parts. Whole houses are now being partly built through 3D printing design services, lowering construction waste and labor by half and providing stunning design freedom.

Flexible spaces for flexible living

Life evolves — and quickly. Architects are embracing this fact by creating houses that evolve over time. That spare bedroom? It’s also a home office. The garage? It doubles as a yoga studio. The sliding wall in the kitchen? It converts the room into an open-plan party space or a snug nook for one.

Through the use of modular design and reconfigurable layouts, architects design spaces that adapt to the changing needs of their occupants. This trend accompanies the emergence of work-from-home culture, multi-generational households, and the need for multifunctional spaces.

Those firms that produce prefabricated or modular building parts facilitate these visions for architects, allowing rapid customization without the time-consuming construction delays of traditional methods.

3D modern home rendering examples

Emotional architecture: Designing for well-being

In addition to functionality and style, architects are now focused on the emotional experience of home. How do you feel about a room? Is it invigorating? Soothing? Does it promote connection or isolation?

To determine this, architects are drawing on neuroscience, psychology, and even smell design. They’re bringing together natural light patterns through lighting design services, organic forms, and sound control to design spaces that promote mental health and emotional well-being.

Partnerships with wellness-centric companies like those developing circadian lighting systems or air purification technology further enrich this integrated design philosophy. The outcome is architecture that not only caters to your requirements but also nourishes your soul.

RELATED: 6 reasons to hire CAD drafting companies & design services firms

A glimpse into the future: AI, robotics, and beyond

Innovation is never going to slow down — no, not at all. Rather, it’s just warming up. Architects are now leveraging artificial intelligence to design floor plans of options according to client patterns of behavior. Construction arms powered by robots are in the experimental stage for placing bricks or extruding walls onsite. And digital twins — virtual replicas of a building — are utilized to track wear and tear in real time.

Imagine telling your architect: “I want a house that adjusts to my morning routine, waters my garden automatically, blocks street noise, and glows like a lantern at night.” It’s no longer a pipe dream. With the right team and tech, it’s entirely possible — and architects are at the heart of making it happen.

Architecture as a living, breathing innovation lab

Home is no longer where the heart is — it’s where the future lives, breathes, and grows. Thanks to visionary architects and the firms that back them, the previously stagnant realm of residential design has become a sandbox of creativity.

Whether it’s using AI to map ideal sunlight, VR to test emotional flow, or mushrooms to insulate your attic (for real), architects are embracing a future where design is smarter, more sustainable, and incredibly human. And the homes they’re building? They’re not just homes — they’re homes to flourish.

So the next time you visit an “advanced” home, have a closer peek. You could be looking for a tale of teamwork, ingenuity, and a bit of architectural magic contained within the walls. Call us at Cad Crowd today and let us provide you with a complimentary quote for your creative home plan.

author avatar

MacKenzie Brown is the founder and CEO of Cad Crowd. With over 18 years of experience in launching and scaling platforms specializing in CAD services, product design, manufacturing, hardware, and software development, MacKenzie is a recognized authority in the engineering industry. Under his leadership, Cad Crowd serves esteemed clients like NASA, JPL, the U.S. Navy, and Fortune 500 companies, empowering innovators with access to high-quality design and engineering talent.

Connect with me: LinkedInXCad Crowd

Strawberry Mousse Parfaits – Desserts With Stephanie


These easy Strawberry Mousse Parfaits are the perfect dessert when you want something sweet and refreshing but not super heavy. They’re made with fresh, juicy strawberries and have a smooth, creamy texture that’s light and fluffy.

three parfait glasses filled with strawberry mousse and cream

This post may contain affiliate links. Please refer to the terms page for more information.

Top off these parfaits with some extra strawberries and a little whipped cream, and you’ve got an awesome no-bake treat that’s perfect for any time!

Jump to:

Ingredients

Just a few simple ingredients to are needed make these Strawberry Mousse Parfaits:

ingredients needed to make strawberry mousse parfaits including strawberries, heavy cream. sugar, lemon, water and powdered gelatin
  • Strawberries – use the freshest, reddest fruit you can find. The strawberries are used both in the mousse and to top off the parfaits.
  • Powdered gelatin and cold water – be sure to use cold water so the gelatin sets correctly
  • Granulated sugar
  • Heavy cream
  • Lemon juice
  • Optional topping ingredients – powdered sugar and heavy cream

See recipe card for quantities.

Instructions

This recipe for Strawberry Mousse Parfaits takes a few hours to finish because the mousse needs time to set, but each step takes only a few minutes. Follow the directions below, and you’ll have a sweet, refreshing dessert ready to enjoy.

Prepare strawberry puree

sprinkling powdered gelatin into a dish with cold watersprinkling powdered gelatin into a dish with cold water

1 – Sprinkle gelatin over cold water. Set aside and allow to gel.

strawberries, lemon juice and sugar in a food processorstrawberries, lemon juice and sugar in a food processor

2 – Remove stems and slice strawberries into ¼” slices. Place strawberries, granulated sugar and lemon juice in a food processor. Blend until smooth.

strawberry puree being heated in a saucepanstrawberry puree being heated in a saucepan

3 – Place strawberry mixture in a heavy duty saucepan. Heat mixture over medium heat and bring to a simmer, stirring often (note: do not bring to a boil). Continue to heat until it begins to thicken (approximately 8 minutes).

adding set gelatin to saucepan with strawberry pureeadding set gelatin to saucepan with strawberry puree

4 – Remove pan from heat and add the set gelatin. Stir until gelatin dissolves completely. Optional: pour the strawberry mixture through a mesh strainer place over a large bowl to remove any large pieces

Assemble parfaits

scooping strawberry puree into dessert glassesscooping strawberry puree into dessert glasses

5 – Place a tablespoon of strawberry puree into the bottom of each parfait glass (use four 8-ounce dishes or six 6-ounce dishes). Place glasses in refrigerator. Set remaining puree aside to cool to room temperature – approximately 20 minutes (note – do not place in refrigerator as the mixture will begin to set up too quickly).

heavy cream in a bowl whipped to medium peaksheavy cream in a bowl whipped to medium peaks

6 – Place heavy cream in a mixing bowl. Using the whisk attachment on a hand- or stand mixture, begin whipping cream on medium speed. Continue whipping until medium peaks are reached. Medium whipping peaks hold their shape with tips that curl slightly when the beaters are lifted.

stirring a few tablespoons of whipped cream into strawberry pureestirring a few tablespoons of whipped cream into strawberry puree

7 – Add a few tablespoons of whipped cream to the cooled strawberry mixture and stir.

folding remaining whipped cream into bowl to finish making strawberry moussefolding remaining whipped cream into bowl to finish making strawberry mousse

8 – Add remaining whipped cream to strawberry mixture and fold gently until no white streaks remain. Do not overfold else you will deflate the mousse.

piping strawberry mousse into parfait dishespiping strawberry mousse into parfait dishes

9 – Remove parfait glasses from the refrigerator and divide the mousse evenly among them, either by spooning it in or piping with a pastry bag.

jiggling parfait glasses to smooth strawberry moussejiggling parfait glasses to smooth strawberry mousse

10 – Jiggle each parfait glass to create a smooth layer of mousse. Place parfaits in refrigerator for 2 hours or until mousse is set.

granulated sugar sprinkled over diced strawberries to macerate the fruitgranulated sugar sprinkled over diced strawberries to macerate the fruit

11 – Dice strawberries into ¼” cubes and place in a bowl. Sprinkle granulated sugar over strawberries. Cover bowl and set aside for 1 hour to allow strawberries to soften and release juices.

add macerated strawberries over mousse in parfait glassesadd macerated strawberries over mousse in parfait glasses

12 – Remove parfaits from refrigerator. Place a few tablespoons of the strawberries on top of the mousse, reserving a few to add over cream topping. Whip heavy cream and powdered sugar to medium peaks. Transfer cream to a pastry bag and pipe swirls of cream over each parfait. Alternatively, scoop dollops of cream into each parfait glass. Add strawberries and drizzle juice over top of cream.

Serving strawberry mousse parfaits

For the freshest taste, these parfaits are best served the day they’re made.

digging a spoon into a homemade strawberry mousse parfaitdigging a spoon into a homemade strawberry mousse parfait

Equipment

Gather the following equipment before starting this recipe:

  • Hand or stand mixer
  • Bowls, measuring cups and spoons
  • Heavy Duty Saucepan
  • Spatula
  • Pastry bags and piping tip (optional)
  • 4 Eight ounces parfait dishes or 6 six ounce parfait dishes
parfait glasses filled with homemade strawberry mousse, fresh strawberries and cream toppingparfait glasses filled with homemade strawberry mousse, fresh strawberries and cream topping

Storage

Keep your strawberry mousse parfaits stored in the refrigerator until you’re ready to serve them; they will stay fresh for up to two days.

FAQ

Why do we call these dessert ‘parfaits?’

The word parfait comes from French, and it literally means “perfect.” When the idea came to the U.S., parfaits evolved into layered desserts, usually made with things like whipped cream, yogurt, fruit, and sometimes granola or cake. But the name stuck because it still sounded fancy and delicious — and honestly, perfect fits pretty well!

More dessert recipes with strawberries

Love anything strawberry and looking for more dessert recipes? Try these:

I hope you enjoy these easy strawberry mousse parfaits as much as my family and friends have over the years!

📋 Recipe

parfait glasses filled with homemade strawberry mousse, fresh strawberries and cream toppingparfait glasses filled with homemade strawberry mousse, fresh strawberries and cream topping

Strawberry Mousse Parfaits

These easy Strawberry Mousse Parfaits are the perfect dessert when you want something sweet and refreshing but not super heavy. They’re made with fresh, juicy strawberries and have a smooth, creamy texture that’s light and fluffy.

Prep Time 20 minutes

Cook Time 8 minutes

Resting and assembly 2 hours 30 minutes

Total Time 2 hours 58 minutes

Course Dessert

Cuisine American

Servings 4 8 ounce glasses

Calories 450 kcal

Equipment

  • Hand or stand mixer

  • Bowls, measuring cups and spoons

  • Heavy Duty Saucepan

  • Spatulas

  • Pastry bags and piping tip optional

  • 4 Eight ounces parfait dishes or 6 six ounce parfait dishes

Ingredients 

 

Strawberry parfaits

  • 12 Ounces Strawberries washed and stems removed
  • ½ teaspoon Powdered gelatin
  • 2 teaspoons Water cold
  • 3 Tablespoons Granulated sugar
  • 2 teaspoons lemon juice freshly squeezed
  • Cup Heavy cream

Optional – topping

  • ½ Cup Heavy cream
  • 2 Tablespoons Powdered sugar
  • 4 Ounces Strawberries diced into ¼ pieces
  • 2 Tablespoons Granulated sugar

Instructions 

Set gelatin

  • Sprinkle gelatin over cold water. Set aside and allow to gel.

    ½ teaspoon Powdered gelatin, 2 teaspoons Water

Prepare strawberries

  • Remove stems and slice strawberries into ¼” slices.

    12 Ounces Strawberries

  • Place strawberries, granulated sugar and lemon juice in a food processor. Blend until smooth.

    3 Tablespoons Granulated sugar, 2 teaspoons lemon juice

  • Place strawberry mixture in a heavy duty saucepan.

  • Heat the strawberry mixture over medium heat and bring to a simmer, stirring often (note: do not bring to a boil). Continue to heat until it begins to thicken (approximately 8 minutes).

  • Remove pan from heat and add the set gelatin. Stir until gelatin dissolves completely.

  • Optional: pour through a mesh strainer place over a large bowl to remove any large pieces

  • Place a tablespoon of strawberry puree into the bottom of each parfait glass. Place in refrigerator.

  • Set remaining puree aside to cool to room temperature – approximately 20 minutes (note – do not place in refrigerator as the mixture will begin to set up too quickly).

Add cream

  • Place heavy cream in a mixing bowl. Using the whisk attachment on a hand- or stand mixture, begin whipping cream on medium speed. Continue whipping until medium peaks are reached. Medium whipping peaks hold their shape with tips that curl slightly when the beaters are lifted.

    1¼ Cup Heavy cream

  • Add a few tablespoons of whipped cream to the cooled strawberry mixture and stir.

  • Add remaining whipped cream to strawberry mixture and fold gently until no white streaks remain. Do not overfold else you will deflate the mousse.

Assemble strawberry mousse parfaits

  • Remove parfait glasses from the refrigerator and divide the mousse evenly among them, either by spooning it in or piping with a pastry bag.

  • Jiggle each parfait glass to create a smooth layer of mousse.

  • Place parfaits in refrigerator for 2 hours or until mousse is set.

Optional – topping

  • Dice strawberries into ¼” cubes and place in a bowl. Sprinkle granulated sugar over strawberries.

    4 Ounces Strawberries, 2 Tablespoons Granulated sugar

  • Cover bowl and set aside for 1 hour to allow strawberries to soften and release juices.

  • Remove strawberry mousse parfaits from refrigerator. Divide strawberries evenly between each glass, reserving a few to add over cream topping.

  • Whip heavy cream and powdered to medium peaks. Transfer cream to a pastry bag and pipe swirls of cream over each parfait. Alternatively, scoop dollops of cream into each parfait glass.

    ½ Cup Heavy cream, 2 Tablespoons Powdered sugar

  • Add strawberries and drizzle juice over top of cream.

Video

YouTube videoYouTube video

Notes

  • Keep strawberry mousse parfaits in refrigerator until ready to serve (up to two days). For the freshest taste, these parfaits are best served the day they’re made.

Nutrition

Calories: 450kcalCarbohydrates: 30gProtein: 4gFat: 38gSaturated Fat: 24gPolyunsaturated Fat: 2gMonounsaturated Fat: 10gCholesterol: 118mgSodium: 31mgPotassium: 275mgFiber: 2gSugar: 24gVitamin A: 1544IUVitamin C: 68mgCalcium: 88mgIron: 1mg

Keyword strawberry mousse

Wordle today: Answer and hint #1429 for May 18


Save yourself from any alphabet-twisting worries with our Wordle help. A quick run through our general tips might help you find a new path—especially if you pair that knowledge with our hint for today’s game too. And if Sunday’s puzzle is still causing you trouble, the May 18 (1429) answer is never more than an easy, puzzle-winning click away.

Ah, the perfect Sunday Wordle. A treat of a first row to start me off with, an extremely weird second line that was all wrong in all the right ways, and a third guess that revealed nothing but green letters. I love it when the alphabet behaves for me like that. Make sure you pay today’s hint a quick visit if it doesn’t look like your game’s going so well, it’ll soon turn those greys and yellows green.

Wordle today: A hint

(Image credit: Josh Wardle)

Wordle today: A hint for Sunday, May 18

Apple Just Signaled the End of Traditional Search. Here’s What That Means


Apple may be preparing to dismantle one of the most profitable arrangements in tech history: its $20 billion-a-year deal to make Google the default search engine in Safari. Continue reading “Apple Just Signaled the End of Traditional Search. Here’s What That Means”

Exploring the Revenue-Generating Potential of AI Factories


AI is creating value for everyone — from researchers in drug discovery to quantitative analysts navigating financial market changes.

The faster an AI system can produce tokens, a unit of data used to string together outputs, the greater its impact. That’s why AI factories are key, providing the most efficient path from “time to first token” to “time to first value.”

AI factories are redefining the economics of modern infrastructure. They produce intelligence by transforming data into valuable outputs — whether tokens, predictions, images, proteins or other forms — at massive scale.

They help enhance three key aspects of the AI journey — data ingestion, model training and high-volume inference. AI factories are being built to generate tokens faster and more accurately, using three critical technology stacks: AI models, accelerated computing infrastructure and enterprise-grade software.

Read on to learn how AI factories are helping enterprises and organizations around the world convert the most valuable digital commodity — data — into revenue potential.

From Inference Economics to Value Creation

Before building an AI factory, it’s important to understand the economics of inference — how to balance costs, energy efficiency and an increasing demand for AI.

Throughput refers to the volume of tokens that a model can produce. Latency is the amount of tokens that the model can output in a specific amount of time, which is often measured in time to first token — how long it takes before the first output appears — and time per output token, or how fast each additional token comes out. Goodput is a newer metric, measuring how much useful output a system can deliver while hitting key latency targets.

User experience is key for any software application, and the same goes for AI factories. High throughput means smarter AI, and lower latency ensures timely responses. When both of these measures are balanced properly, AI factories can provide engaging user experiences by quickly delivering helpful outputs.

For example, an AI-powered customer service agent that responds in half a second is far more engaging and valuable than one that responds in five seconds, even if both ultimately generate the same number of tokens in the answer.

Companies can take the opportunity to place competitive prices on their inference output, resulting in more revenue potential per token.

Measuring and visualizing this balance can be difficult — which is where the concept of a Pareto frontier comes in.

AI Factory Output: The Value of Efficient Tokens

The Pareto frontier, represented in the figure below, helps visualize the most optimal ways to balance trade-offs between competing goals — like faster responses vs. serving more users simultaneously — when deploying AI at scale.

The vertical axis represents throughput efficiency, measured in tokens per second (TPS), for a given amount of energy used. The higher this number, the more requests an AI factory can handle concurrently.

The horizontal axis represents the TPS for a single user, representing how long it takes for a model to give a user the first answer to a prompt. The higher the value, the better the expected user experience. Lower latency and faster response times are generally desirable for interactive applications like chatbots and real-time analysis tools.

The Pareto frontier’s maximum value — shown as the top value of the curve — represents the best output for given sets of operating configurations. The goal is to find the optimal balance between throughput and user experience for different AI workloads and applications.

The best AI factories use accelerated computing to increase tokens per watt — optimizing AI performance while dramatically increasing energy efficiency across AI factories and applications.

The animation above compares user experience when running on NVIDIA H100 GPUs configured to run at 32 tokens per second per user, versus NVIDIA B300 GPUs running at 344 tokens per second per user. At the configured user experience, Blackwell Ultra delivers over a 10x better experience and almost 5x higher throughput, enabling up to 50x higher revenue potential.

How an AI Factory Works in Practice

An AI factory is a system of components that come together to turn data into intelligence. It doesn’t necessarily take the form of a high-end, on-premises data center, but could be an AI-dedicated cloud or hybrid model running on accelerated compute infrastructure. Or it could be a telecom infrastructure that can both optimize the network and perform inference at the edge.

Any dedicated accelerated computing infrastructure paired with software turning data into intelligence through AI is, in practice, an AI factory.

The components include accelerated computing, networking, software, storage, systems, and tools and services.

When a person prompts an AI system, the full stack of the AI factory goes to work. The factory tokenizes the prompt, turning data into small units of meaning — like fragments of images, sounds and words.

Each token is put through a GPU-powered AI model, which performs compute-intensive reasoning on the AI model to generate the best response. Each GPU performs parallel processing — enabled by high-speed networking and interconnects — to crunch data simultaneously.

An AI factory will run this process for different prompts from users across the globe. This is real-time inference, producing intelligence at industrial scale.

Because AI factories unify the full AI lifecycle, this system is continuously improving: inference is logged, edge cases are flagged for retraining and optimization loops tighten over time — all without manual intervention, an example of goodput in action.

Leading global security technology company Lockheed Martin has built its own AI factory to support diverse uses across its business. Through its Lockheed Martin AI Center, the company centralized its generative AI workloads on the NVIDIA DGX SuperPOD to train and customize AI models, use the full power of specialized infrastructure and reduce the overhead costs of cloud environments.

“With our on-premises AI factory, we handle tokenization, training and deployment in house,” said Greg Forrest, director of AI foundations at Lockheed Martin. “Our DGX SuperPOD helps us process over 1 billion tokens per week, enabling fine-tuning, retrieval-augmented generation or inference on our large language models. This solution avoids the escalating costs and significant limitations of fees based on token usage.”

NVIDIA Full-Stack Technologies for AI Factory

An AI factory transforms AI from a series of isolated experiments into a scalable, repeatable and reliable engine for innovation and business value.

NVIDIA provides all the components needed to build AI factories, including accelerated computing, high-performance GPUs, high-bandwidth networking and optimized software.

NVIDIA Blackwell GPUs, for example, can be connected via networking, liquid-cooled for energy efficiency and orchestrated with AI software.

The NVIDIA Dynamo open-source inference platform offers an operating system for AI factories. It’s built to accelerate and scale AI with maximum efficiency and minimum cost. By intelligently routing, scheduling and optimizing inference requests, Dynamo ensures that every GPU cycle ensures full utilization, driving token production with peak performance.

NVIDIA Blackwell GB200 NVL72 systems and NVIDIA InfiniBand networking are tailored to maximize token throughput per watt, making the AI factory highly efficient from both total throughput and low latency perspectives.

By validating optimized, full-stack solutions, organizations can build and maintain cutting-edge AI systems efficiently. A full-stack AI factory supports enterprises in achieving operational excellence, enabling them to harness AI’s potential faster and with greater confidence.

Learn more about how AI factories are redefining data centers and enabling the next era of AI.

Intel Foundry Waits for More, Bigger Orders


Long before former Intel board member Lip-Bu Tan returned to take the reins at Intel, the company was betting big on its upcoming 18A node. The first sub-2nm process from Intel’s foundry 18A had the potential to reel in the big customer commitments that Intel needs to get its foundry back to black. Tan began reshaping the chip giant to be leaner and more focused while also helping 18A, the culmination of his predecessor’s vision, make the final leg of its journey to production. Now, customers are trying test chips, but the commitments haven’t up—at least, not yet, according to a report from Reuters.

Intel Foundry roadmap.

Intel Foundry roadmap.
Credit: Intel

It’s too early to worry much about Intel’s 18A orders, but much rests on the new node. Speaking at J.P. Morgan’s Global Technology, Media and Communications conference in Boston, Massachusetts, Intel finance head David Zinser noted that Intel Foundry needs customers to place orders amounting to billions of dollars to meet the company’s expectations for the Foundry breaking even in 2027. As yet, commitments apparently have been significant.

Intel likely doesn’t need all that many customers to hit its goals. Picking up Broadcom and Nvidia, both companies that reportedly have been engaged in tests of 18A-based tech, could give Intel Foundry a significant boost. And the US government has apparently been encouraging Broadcom and Nvidia to consider Intel as a way to improve US chip production.

At the same time, Taiwan-based TSMC, which has made chips for Broadcom and Nvidia, is taking major steps to increase its US manufacturing presence and is bringing some of its latest chip technology to its fab in Arizona. As a result of TSMC’s efforts, customers may have the option to consider both Intel and TSMC without running afoul of the Trump administration’s efforts to bring manufacturing back to the US.

TSMC research and development


Credit: TSMC

Zinser also suggested that Intel’s new CEO isn’t planning “massive changes” to Intel Foundry. Given that assessment, it seems likely that the Foundry is here to stay, both for external customers and for making Intel’s own chips.

Meanwhile, TSMC claims to be seeing “unprecedented” demand for its N2 process. The 2nm node has been available to customers for a short time, putting it ahead of its direct competitor, Intel’s 18A. Apple is believed to be TSMC’s first major customer for the 18A process, with more customers waiting in the wings.

Stack Overflow Seeks Realignment ‘To Support the Builders of the Future in an AI World’


“The world has changed,” writes Stack Overflow’s blog. “Fast. Artificial intelligence is reshaping how we build, learn, and solve problems. Software development looks dramatically different than it did even a few years ago — and the pace of change is only accelerating.”

And they believe their brand “at times” lost “fidelity and clarity. It’s very much been always added to and not been thought of holistically. So, it’s time for our brand to evolve too,” they write, hoping to articulate a perspective “forged in the fires of community, powered by collaboration, shaped by AI, and driven by people.”

The developer news site DevClass notes the change happens “as the number of posts to its site continues a dramatic decline thanks to AI-driven alternatives.”


According to a quick query on the official data explorer, the sum of questions and answers posted in April 2025 was down by over 64 percent from the same month in 2024, and plunged more than 90 percent from April 2020, when traffic was near its peak…

Although declining traffic is a sign of Stack Overflow’s reduced significance in the developer community, the company’s business is not equally affected so far. Stack Exchange is a business owned by investment company Prosus, and the Stack Exchange products include private versions of its site (Stack Overflow for Teams) as well as advertising and recruitment. According to the Prosus financial results, in the six months ended September 2024, Stack Overflow increased its revenue and reduced its losses. The company’s search for a new direction though confirms that the fast-disappearing developer engagement with Stack Overflow poses an existential challenge to the organization.
DevClass says Stack Overflow’s parent company “is casting about for new ways to provide value (and drive business) in this context…”


The company has already experimented with various new services, via its Labs research department, including an AI Answer Assistant and Question Assistant, as well as a revamped jobs site in association with recruitment site Indeed, Discussions for technical debate, and extensions for GitHub Copilot, Slack, and Visual Studio Code.

From the official announcement on Stack Overflow’s blog:

This rebrand isn’t just a fresh coat of paint. It’s a realignment with our purpose: to support the builders of the future in an AI world — with clarity, speed, and humanity. It’s about showing up in a way that reflects who we are today, and where we’re headed tomorrow.
“We have appointed an internal steering group and we have engaged with an external expert partner in this area to help bring about the required change,” notes a post in Stack Exchange’s “meta” area.

This isn’t just about a visual update or marketing exercise — it’s going to bring about a shift in how we present ourselves to the world which you will feel everywhere from the design to the copywriting, so that we can better achieve our goals and shared mission. As the emergence of AI has called into question the role of Stack Overflow and the Stack Exchange Network, one of the desired outputs of the rebrand process is to clarify our place in the world.

We’ve done work toward this already — our recent community AMA is an example of this — but we want to ensure that this comes across in our brand and identity as well. We want the community to be involved and have a strong voice in the process of renewing and refreshing our brand. Remember, Stack Overflow started with a public discussion about what to name it!

And another another post two months ago


Stack Exchange is exploring early ideas for expanding beyond the “single lane” Q&A highway. Our goal right now is to better understand the problems, opportunities, and needs before deciding on any specific changes…

The vision is to potentially enable:

– A slower lane, with high-quality durable knowledge that takes time to create and curate, like questions and answers.

– A medium lane, for more flexible engagement, with features like Discussions or more flexible Stack Exchanges, where users can explore ideas or share opinions.

– A fast lane for quick, real-time interaction, with features like Chat that can bring the community together to discuss topics instantly.

With this in mind, we’re seeking your feedback on the current state of Chat, what’s most important to you, and how you see Chat fitting into the future.

In a post in Stack Exchange’s “meta” area, brand design director David Longworth says the “tension mentioned between Stack Overflow and Stack Exchange” is probably the most relevant to the rebranding.

But he posted later that “There’s a lot of people behind the scenes on this who care deeply about getting this right! Thank you on behalf of myself and the team.”