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Bootstrapping ArgoCD with Helm and Helmfile

Parker Lennox
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0
Bootstrapping ArgoCD with Helm and Helmfile

Bootstrapping ArgoCD with Helm and Helmfile

Why Use Helm and Helmfile for ArgoCD?

  • Helm simplifies application packaging and deployment in Kubernetes.
  • Helmfile extends Helm by managing multiple Helm charts and their configurations declaratively.
  • Combining Helmfile and Helm for ArgoCD ensures consistent and reproducible setups, especially in environments with multiple clusters or teams.

Prerequisites

Before starting, ensure the following are in place:

  • A Kubernetes cluster.
  • Helm installed (helm version).
  • Helmfile installed (helmfile version).
  • A Git repository to store your Helmfile and values files.

Step 1: Add the ArgoCD Helm Repository

First, add the official ArgoCD Helm repository:

helm repo add argo https://argoproj.github.io/argo-helm
helm repo update

Step 2: Create a Helmfile

Create a helmfile.yaml to manage the ArgoCD Helm chart. Here’s a basic example:

repositories:
  - name: argo
    url: https://argoproj.github.io/argo-helm

releases:
  - name: argocd
    namespace: argocd
    createNamespace: true
    chart: argo/argo-cd
    version: ~5.46.0
    values:
      - values/argocd-values.yaml

Step 3: Define Values for ArgoCD

In the values/argocd-values.yaml file, customize the ArgoCD configuration. For example:

argo-cd:
  dex:
    enabled: false
  notifications:
    enabled: false
  applicationSet:
    enabled: false
  server:
    extraArgs:
      - --insecure

Step 4: Deploy ArgoCD with Helmfile

Run the following command to deploy ArgoCD:

helmfile apply

Step 5: Verify the Installation

Check the status of the deployment:

kubectl get pods -n argocd

Access the ArgoCD UI (replace LoadBalancer or ingress domain accordingly):

kubectl port-forward svc/argocd -n argocd 8080:443

Step 6: Manage Configuration with GitOps

Now that ArgoCD is set up, you can manage your Kubernetes applications declaratively using Git repositories.

Advantages of Using Helmfile for ArgoCD

  • Centralized Configurations: All charts and values are in one file, making it easy to track changes.
  • Reproducibility: Deployments are consistent across environments.
  • Multi-environment Support: Define multiple environments (e.g., dev, staging, production) in a single Helmfile.

Final Thoughts

Bootstrapping ArgoCD with Helm and Helmfile is a powerful way to simplify and streamline GitOps workflows. With the declarative nature of Helmfile, you can easily manage and version-control your ArgoCD setup, ensuring smooth operations across your Kubernetes clusters.

Feel free to extend this setup further by incorporating secrets management tools, custom plugins, or CI/CD pipelines for automated deployments.

Did you find this guide helpful? Share your thoughts or tips for improving the ArgoCD setup using Helm and Helmfile in the comments!

FAQs

Q: What is ArgoCD?

ArgoCD is a powerful tool for managing GitOps workflows in Kubernetes.

Q: What is Helmfile?

Helmfile is a tool that extends Helm by managing multiple Helm charts and their configurations declaratively.

Q: Why use Helmfile for ArgoCD?

Helmfile simplifies ArgoCD setup and deployment, ensuring consistent and reproducible setups across environments.

Q: Can I customize ArgoCD configuration?

Yes, you can customize ArgoCD configuration using the values/argocd-values.yaml file.

Q: How do I deploy ArgoCD?

You can deploy ArgoCD using the Helmfile apply command.

Q: How do I access the ArgoCD UI?

You can access the ArgoCD UI using the kubectl port-forward command.

Q: What are the advantages of using Helmfile for ArgoCD?

Helmfile provides centralized configurations, reproducibility, and multi-environment support for ArgoCD.

Perplexity now has a mobile assistant on Android.

Avery Winslow
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Perplexity now has a mobile assistant on Android.

Perplexity’s AI “Answer Engine” Turns into a Mobile Assistant on Android

Perplexity has transformed its AI “answer engine” into a mobile assistant on Android, capable of answering general questions and performing tasks on your behalf. The new assistant can write an email, set a reminder, book dinners, and more.

Multimodal Capabilities

The assistant is also multimodal, allowing you to ask questions about what’s on your screen as well as have it open your camera and “see” what’s in front of you. For example, a user asked the assistant to “get me a ride.” Once it learned where the user wanted to go, the assistant automatically opened Uber with available rides to that destination.

Hands-on Experience

I tried out the assistant and found it to be quite impressive. When I asked it to “open up a good podcast,” my phone started playing the latest episode of The Joe Rogan Experience on YouTube. It worked quickly, even though its taste may be questionable.

Camera Functionality

Using my phone’s camera, the assistant successfully identified the promotional Pokémon pack I got in a McDonald’s Happy Meal (don’t judge), which I found impressive since the promotion only started a couple of days ago. It also helped me write and send a text to a family member using the information in my contacts.

Limitations

While the assistant is impressive, it’s not able to access every app and feature. It’s not able to access Slack or Reddit, for example, and I also couldn’t use it to leave a comment on a YouTube video. Right now, the assistant supports Spotify, YouTube, and Uber, along with email, messaging, and clock apps.

Future Development

Perplexity spokesperson Sara Platick stated that the company is continuing to add support for more apps and more functionality, so this is just the starting point.

Enabling the Assistant

You can enable the assistant through the Perplexity app, which prompts you to replace your phone’s default assistant with Perplexity. From there, you can swipe up on the left corner of your screen or hold down your home button to access the assistant.

Availability

The assistant is currently only available on Android devices. If Apple gives Perplexity the right permissions, they will make it available on iPhone devices as well.

Conclusion

Perplexity’s AI “answer engine” has transformed into a mobile assistant on Android, offering impressive multimodal capabilities and task completion. While it has some limitations, the company is continuing to develop and improve the assistant. If you’re an Android user, you may want to give it a try and see what it can do for you.

FAQs

Q: What apps does the assistant support?
A: The assistant currently supports Spotify, YouTube, and Uber, along with email, messaging, and clock apps.

Q: Can I use the assistant on my iPhone?
A: No, the assistant is currently only available on Android devices. However, if Apple gives Perplexity the right permissions, they will make it available on iPhone devices as well.

Q: Can I access every app and feature with the assistant?
A: No, the assistant is not able to access every app and feature. It’s not able to access Slack or Reddit, for example, and I also couldn’t use it to leave a comment on a YouTube video.

Q: How do I enable the assistant?
A: You can enable the assistant through the Perplexity app, which prompts you to replace your phone’s default assistant with Perplexity. From there, you can swipe up on the left corner of your screen or hold down your home button to access the assistant.

Anaconda’s Latest Report: Key Insights

Parker Lennox
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Anaconda’s Latest Report: Key Insights

AI and Open Source: The Intersection of Two Transformative Forces

The Rise of AI and Open Source in Data Science

AI and open source have emerged as essential tools for businesses seeking to enhance efficiency and drive innovation. However, how do two transformative forces intersect and impact the data science community? They surely offer new opportunities for data science, but there is also a sense of unreadiness in tackling emerging tools and addressing critical issues like security concerns.

Adoption and Challenges

Despite the challenges, adoption continues to surge. An overwhelming majority (87%) of data science practitioners are spending more time or as much time on AI techniques compared to last year, according to a new report by Anaconda. The AI techniques include using generative adversarial networks (GANs), deep learning, and transformer models.

However, about one in four respondents (26%) said their companies have an interest in AI but don’t have the budget or support to drive business value. In addition, 43% of respondents feel unprepared to handle data science challenges such as government regulations, an increase in AI usage across roles, and the steep learning curve for some technology tools.

Benefits and Challenges of Open-Source Software

The top benefits of open-source software include speed of innovation, cost-effectiveness, and the flexibility for developers to tailor solutions to specific project needs. While open source and AI bring value, they also come with some unique challenges, with security being a chief concern.

Open-source security was cited as the biggest technical challenge for AI adoption and usage (42%). This might be because open-source code is transparent and accessible, which can make it an easy target for malicious actors.

Collaboration and Education

Collaboration is key to addressing some of these challenges. Anaconda emphasizes in the report that collaboration is key to addressing some of these challenges. It recommends that the data science community should encourage and support learning, open dialogue, and collaboration internally and within the larger data science ecosystem.

The report highlights that AI and open source function best when collaboration is involved. However, 34% of IT administrators don’t feel empowered to voice their concerns about security risks related to AI and open-source tools.

Conclusion

In conclusion, AI and open source are transforming the data science community, offering new opportunities for innovation and efficiency. However, there are also challenges to be addressed, including security concerns and the need for collaboration and education.

FAQs

Q: What is the current state of AI adoption in the data science community?
A: According to a new report by Anaconda, 87% of data science practitioners are spending more time or as much time on AI techniques compared to last year.

Q: What are the top benefits of open-source software?
A: The top benefits of open-source software include speed of innovation, cost-effectiveness, and the flexibility for developers to tailor solutions to specific project needs.

Q: What is the biggest technical challenge for AI adoption and usage?
A: Open-source security was cited as the biggest technical challenge for AI adoption and usage (42%).

Q: How can the data science community address the challenges of AI and open source?
A: Collaboration, education, and open dialogue are key to addressing the challenges of AI and open source.

Stealthy VPN Backdoor Utilized ‘Magic Packets’ for Undetectable Infection

Emerson Blake
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Stealthy VPN Backdoor Utilized ‘Magic Packets’ for Undetectable Infection

The "Magic" Backdoor: A New Type of Malware Discovered in Junos OS Routers

When threat actors use backdoor malware to gain access to a network, they want to make sure all their hard work can’t be leveraged by competing groups or detected by defenders. One countermeasure is to equip the backdoor with a passive agent that remains dormant until it receives what’s known in the business as a “magic packet.”

J-Magic: A Stealthy Backdoor

Researchers at Lumin Technology’s Black Lotus Lab have discovered a never-before-seen backdoor, which they have tracked as J-Magic, that quietly took hold of dozens of enterprise VPNs running Juniper Network’s Junos OS. J-Magic is a lightweight backdoor that resides only in memory, making detection harder for defenders.

How J-Magic Works

The backdoor is deployed to quietly observe all TCP traffic sent to the device, analyzing incoming packets for one of five specific sets of data. These conditions are obscure enough to blend in with normal traffic, but unusual enough to be unlikely to be found in normal traffic.

The "Magic Packet"

Once the backdoor receives a magic packet hidden in the normal flow of TCP traffic, it relays a challenge to the device that sent it. The challenge is a string of text encrypted using the public portion of an RSA key. The initiating party must then respond with the corresponding plaintext, proving it has access to the secret key.

Detection Challenges

The combination of J-Magic’s stealthy behavior and its ability to reside only in memory makes it challenging for defenders to detect. The researchers at Black Lotus Lab noted that while this is not the first discovery of magic packet malware, the confluence of targeting Junos OS routers that serve as a VPN gateway and deploying a passive listening in-memory only agent makes it an interesting and noteworthy case.

Conclusion

J-Magic is a sophisticated backdoor that demonstrates the continued evolution of threat actor tactics and techniques. Its ability to blend in with normal traffic and reside only in memory makes it a challenging target for detection. As the cybersecurity landscape continues to evolve, it is essential for defenders to stay vigilant and adapt to new threats like J-Magic.

FAQs

Q: What is J-Magic?
A: J-Magic is a never-before-seen backdoor that was discovered by researchers at Lumin Technology’s Black Lotus Lab, which targets Junos OS routers and resides only in memory.

Q: How does J-Magic work?
A: J-Magic is deployed to quietly observe all TCP traffic sent to the device, analyzing incoming packets for one of five specific sets of data. It then relays a challenge to the device that sent it, which must respond with the corresponding plaintext, proving it has access to the secret key.

Q: How many organizations were affected by J-Magic?
A: The researchers at Black Lotus Lab found J-Magic in the networks of 36 organizations.

Q: How was J-Magic deployed?
A: The researchers are still unsure how J-Magic was deployed, as they did not find any evidence of initial infection.

I’m Hooked on This Retro-Futuristic Vibe

Phil
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0
I’m Hooked on This Retro-Futuristic Vibe

The ADC Annual Awards’ Breathtaking Visual Campaign

A Love Letter to the Industry

The ADC Annual Awards, claimed to be the world’s longest-running awards program for creative excellence, has launched its 104th edition with a stunning campaign that is sure to grab the attention of creatives worldwide. The concept, "Be Seen by the Best Eyes," is a call to action for agencies and freelancers to showcase their work and gain recognition from industry experts.

A Breathtaking Visual Communication

The campaign, designed by MullenLowe Design Studio, features a series of nine surreal and humorous animated shorts that blend the style of Pixar with 90s MTV. The animations were created in collaboration with the animation studio ROOF Studio Brooklyn and are accompanied by 40 poster executions, social, and digital assets that combine quirky humor with surrealism and nostalgia.

The Discerning Eyes of the Jury

The campaign’s emphasis is on the discerning eyes of the awards’ jury, suggesting that they evaluate work with the same attention to detail with which it was created. To drive this point home, the campaign features 275 unique jury posts, each showcasing a juror’s own eyeball.

What’s in a Name?

The ADC Awards are part of The One Club for Creativity and cover a range of disciplines, including advertising, digital media, graphic and publication design, packaging and product design, motion, gaming, experiential and architecture, photography, illustration, and apparel design. Learn more at www.adcawards.org.

Conclusion

The ADC Annual Awards’ campaign is a love letter to the creative industry, an invitation to showcase innovative work, and a celebration of bold and ambitious design. With its striking visuals and thought-provoking message, this campaign is sure to inspire creatives to do their best work and push the boundaries of what is possible.

FAQs

Q: What is the ADC Annual Awards?
A: The ADC Annual Awards is the world’s longest-running awards program for creative excellence, covering various disciplines in the creative industry.

Q: What is the concept behind the campaign?
A: The concept is "Be Seen by the Best Eyes," inviting agencies and freelancers to showcase their work and gain recognition from industry experts.

Q: Who designed the campaign?
A: The campaign was designed by MullenLowe Design Studio, in collaboration with animation studio ROOF Studio Brooklyn.

Q: What are the key elements of the campaign?
A: The campaign features nine animated shorts, 40 poster executions, social, and digital assets, as well as 275 unique jury posts showcasing the eyes of the awards’ jury.

No AI System Can Pass It Yet

Avery Winslow
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No AI System Can Pass It Yet

A New Test for A.I. Systems

If you’re looking for a new reason to be nervous about artificial intelligence, try this: Some of the smartest humans in the world are struggling to create tests that A.I. systems can’t pass.

A History of A.I. Tests

For years, A.I. systems were measured by giving new models a variety of standardized benchmark tests. Many of these tests consisted of challenging, S.A.T.-caliber problems in areas like math, science, and logic. Comparing the models’ scores over time served as a rough measure of A.I. progress.

The Problem with Existing Tests

But A.I. systems eventually got too good at those tests, so new, harder tests were created — often with the types of questions graduate students might encounter on their exams. Those tests aren’t in good shape, either. New models from companies like OpenAI, Google, and Anthropic have been getting high scores on many Ph.D.-level challenges, limiting those tests’ usefulness and leading to a chilling question: Are A.I. systems getting too smart for us to measure?

The "Humanity’s Last Exam"

This week, researchers at the Center for AI Safety and Scale AI are releasing a possible answer to that question: A new evaluation, called "Humanity’s Last Exam," that they claim is the hardest test ever administered to A.I. systems.

The Test

Humanity’s Last Exam is the brainchild of Dan Hendrycks, a well-known A.I. safety researcher and director of the Center for AI Safety. The test consists of roughly 3,000 multiple-choice and short-answer questions designed to test A.I. systems’ abilities in areas ranging from analytic philosophy to rocket engineering.

The Questions

Questions were submitted by experts in these fields, including college professors and prizewinning mathematicians, who were asked to come up with extremely difficult questions they knew the answers to. Here, try your hand at a question about hummingbird anatomy from the test:

Hummingbirds within Apodiformes uniquely have a bilaterally paired oval bone, a sesamoid embedded in the caudolateral portion of the expanded, cruciate aponeurosis of insertion of m. depressor caudae. How many paired tendons are supported by this sesamoid bone? Answer with a number.

Or, if physics is more your speed, try this one:

A block is placed on a horizontal rail, along which it can slide frictionlessly. It is attached to the end of a rigid, massless rod of length R. A mass is attached at the other end. Both objects have weight W. The system is initially stationary, with the mass directly above the block. The mass is given an infinitesimal push, parallel to the rail. Assume the system is designed so that the rod can rotate through a full 360 degrees without interruption. When the rod is horizontal, it carries tension T1. When the rod is vertical again, with the mass directly below the block, it carries tension T2. (Both these quantities could be negative, which would indicate that the rod is in compression.) What is the value of (T1−T2)/W?

The Results

The researchers gave Humanity’s Last Exam to six leading A.I. models, including Google’s Gemini 1.5 Pro and Anthropic’s Claude 3.5 Sonnet. All of them failed miserably. OpenAI’s o1 system scored the highest of the bunch, with a score of 8.3 percent.

The Future of A.I. Testing

Mr. Hendrycks said he expected those scores to rise quickly, and potentially to surpass 50 percent by the end of the year. At that point, he said, A.I. systems might be considered "world-class oracles," capable of answering questions on any topic more accurately than human experts. And we might have to look for other ways to measure A.I.’s impacts, like looking at economic data or judging whether it can make novel discoveries in areas like math and science.

Conclusion

Measuring the progress of A.I. systems is a challenging task. As A.I. systems become increasingly advanced, it’s essential to develop new tests that can assess their capabilities and limitations. Humanity’s Last Exam is a step in the right direction, but it’s not the only solution. We need to continue exploring creative methods of tracking A.I. progress and considering the potential impacts of these systems on society.

FAQs

Q: What is the purpose of Humanity’s Last Exam?
A: The purpose of Humanity’s Last Exam is to create a test that can measure the capabilities and limitations of A.I. systems across a wide range of academic subjects.

Q: Who submitted questions to the test?
A: Questions were submitted by experts in various fields, including college professors and prizewinning mathematicians.

Q: What are the implications of A.I. systems becoming "world-class oracles"?
A: If A.I. systems become capable of answering questions on any topic more accurately than human experts, it may change the way we approach knowledge and expertise in various fields.

Q: How can we measure the progress of A.I. systems in the future?
A: We need to continue exploring creative methods of tracking A.I. progress and considering the potential impacts of these systems on society.

“Baldur’s Gate 3” Mods Unleashed

Emerson Blake
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“Baldur’s Gate 3” Mods Unleashed

Level Up Gaming

Time to roll for initiative — adventurers in the Forgotten Realms can now enjoy a range of curated mods uploaded to mod.io for Baldur’s Gate 3. Ultimate and Performance members can enhance their Baldur’s Gate 3 journeys across realms and devices with a wide array of customization options. Stay tuned to GFN Thursday for more information on expanding mod support for more of the game’s PC mods at a later time.

Downloading mods is easy — choose the desired mods from the Baldur’s Gate 3 in-game mod menu, and they’ll stay enabled across sessions. Or subscribe to the mods via mod.io to load them automatically when launching the game from GeForce NOW. Read more details in the knowledge article.

Learn more about how curated mods are made available for Baldur’s Gate 3 players and read the curation guidelines.

GeForce NOW members can bring their unique adventures across devices, including NVIDIA SHIELD TVs, underpowered laptops, Macs, Chromebooks and handheld devices like the Steam Deck. Whether battling mind flayers in the living room or crafting spells on the go, GeForce NOW delivers experiences that are seamless, immersive and portable as a Bag of Holding.

NOW Playing

Jötunnslayer: Hordes of Hel is a gripping roguelike horde-survivor game set in the dark realms of Norse Mythology. Fight waves of enemies to earn divine blessings of ancient Viking Deities, explore hostile worlds and face powerful bosses. Become a god-like warrior in this ultimate showdown.

  • Jötunnslayer: Hordes of Hel (New release on Jan 21, Steam)
  • Among Us (Xbox, available on PC Game Pass)
  • Amnesia: Collection (Xbox, available on the Microsoft Store)
  • Lawn Mowing Simulator (Xbox, available on the Microsoft Store)
  • Sins of a Solar Empire: Rebellion (Xbox, available on the Microsoft Store)
  • STORY OF SEASONS: Friends of Mineral Town (Xbox, available on the Microsoft Store)
  • Townscaper (Xbox, available on the Microsoft Store)

What’s Next?

GeForce NOW is always expanding its library of games and features. Stay tuned for more updates and announcements on new games, mods, and experiences coming to the service.

Conclusion

GeForce NOW is committed to providing the best gaming experience possible, and this expanded mod support for Baldur’s Gate 3 is just the beginning. With a wide range of customization options and the ability to play on multiple devices, Ultimate and Performance members can take their gaming experience to the next level.

FAQs

Q: What is mod.io?

A: mod.io is a platform that allows game developers to create and distribute mods for their games.

Q: How do I download mods for Baldur’s Gate 3?

A: You can download mods for Baldur’s Gate 3 from the in-game mod menu or by subscribing to the mods via mod.io.

Q: Can I play mods on multiple devices?

A: Yes, GeForce NOW members can play mods on multiple devices, including NVIDIA SHIELD TVs, underpowered laptops, Macs, Chromebooks and handheld devices like the Steam Deck.

Q: What is the difference between Ultimate and Performance members?

A: Ultimate members have access to more features and benefits, including expanded mod support, while Performance members have access to a more limited set of features and benefits.

Pros and Cons of Wix

Phil
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Pros and Cons of Wix

Generative AI Features

Wix takes a chatbot approach to understanding your website’s needs. You’ll start by describing your website or business, then Wix will ask you questions to gather more information and confirm facts. By the end of this process, Wix will understand what functionalities your website needs as well as your brand’s goals and target audience.

The first thing that I noticed was that Wix had generated an entire menu for my coffee shop, including prices and images. The content wasn’t correct (obviously), but it’s useful to have some content while customizing the design. However, the design is where things turn sour. Despite a promising ‘here’s what we think you need’-type introduction, the output is unsatisfactory. Expect elements in weird places and orientations, a general feeling of emptiness, and far too many unprofessional-looking elements such as oval-shaped buttons.

Website Templates

Wix’s website templates are relatively better based on the AI website builder setting the bar so low, but in intrinsic terms they mostly range from bad to not great. Expect mismatched art styles, cut-off sections, misaligned elements, random spaces, spelling mistakes, and unprofessional design choices that make you wonder if the templates are community-made. Some components look familiar, suggesting that the AI’s output would be better if it wasn’t (presumably) using these templates as input.

Design Tools

Unfortunately, the design tools aren’t much better. The interface is slow and confusing, so you’ll spend quite a bit of time trying to customize the design. Positioning elements is especially tricky as many of them seem to just exist on the page with fixed dimensions and fixed positions rather than with fluidity and grid-like organization. To avoid frustration, the best approach is to start with a blank template.

Pricing

Here is a breakdown of Wix’s pricing plans:

| Plan | Collaborators | Price | Free Domain (1y) | Marketing | Ecommerce | Analytics | Storage | Advanced Developer Platform |
| — | — | — | — | — | — | — | — | — |
| Light | 2 | £9/m | Yes | Light | No | No | 2GB | No |
| Core | 5 | £16/m | Yes | Basic | Basic | Basic | 50GB | No |
| Business | 10 | £25/m | Yes | Standard | Standard | Standard | 100GB | No |
| Business Elite | 100 | £119/m | Yes | Advanced | Advanced | Advanced | Unlimited | Yes |

Who is it for?

Unless you’re building a SaaS-like tool, Wix can provide your website with the features that it needs to do almost anything, which is a step (or two) above the industry-standard offering of marketing website + eCommerce features. However, you must be ready to start from scratch because the GenAI and website templates provided by Wix are frustrating and a huge hindrance to productivity. In fact, if you have a developer on your side, you’d be better off building a headless Wix site that only makes use of Wix’s back-end, as the design tools aren’t great either. This is to say that Wix actually works better as a platform for developers.

Buy it if…

* Your functional requirements are somewhat niche
* You’re willing to build a headless Wix site

Don’t buy it if…

* You heavily prefer a fast and intuitive interface
* You need good design solutions that get you up and running quickly

FAQs

Q: Is Wix a good choice for beginners?
A: No, Wix’s design tools and templates are not user-friendly, making it difficult for beginners to create a professional-looking website.

Q: Can I customize my Wix website?
A: Yes, but the design tools are slow and confusing, making it difficult to achieve the desired results.

Q: Does Wix offer good e-commerce features?
A: Yes, Wix offers basic to advanced e-commerce features, but it’s not the best option for complex e-commerce solutions.

Q: Can I integrate Wix with third-party apps?
A: Yes, Wix offers integrations with various third-party apps and services.

Bill Gates’ Nuclear Energy Startup Inks New Data Center Deal

Avery Winslow
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0
Bill Gates’ Nuclear Energy Startup Inks New Data Center Deal

TerraPower and Sabey Data Centers Collaborate on Advanced Nuclear Reactors

TerraPower, a nuclear energy startup founded by Bill Gates, struck a deal this week with one of the largest data center developers in the US to deploy advanced nuclear reactors. TerraPower and Sabey Data Centers (SDC) are working together on a plan to run existing and future facilities on nuclear energy from small reactors.

Why Nuclear Energy?

Tech companies are scrambling to determine where to get all the electricity they’ll need for energy-hungry AI data centers that are putting growing pressure on power grids. They’re increasingly turning to nuclear energy, including next-generation reactors that startups like TerraPower are developing.

A New Era in Nuclear Energy

“The energy sector is transforming at an unprecedented pace.”

“The energy sector is transforming at an unprecedented pace after decades of business as usual, and meaningful progress will require strategic collaboration across industries,” TerraPower President and CEO Chris Levesque said in a press release.

The Collaboration

A memorandum of understanding signed by the two companies establishes a “strategic collaboration” that’ll initially look into the potential for new nuclear power plants in Texas and the Rocky Mountain region that would power SDC’s data centers.

Challenges Ahead

There’s still a long road ahead before that can become a reality. The technology TerraPower and similar nuclear energy startups are developing still have to make it through regulatory hurdles and prove that they can be commercially viable.

Conclusion

TerraPower’s reactor design for this collaboration, Natrium, is the only advanced technology of its kind with a construction permit application for a commercial reactor pending with the U.S. Nuclear Regulatory Commission, according to the company. The company just broke ground on a demonstration project in Wyoming last year, and expects it to come online in 2030.

FAQs

Q: What is TerraPower’s reactor design for this collaboration?
A: TerraPower’s reactor design for this collaboration is called Natrium.

Q: What is the goal of the collaboration between TerraPower and Sabey Data Centers?
A: The goal of the collaboration is to deploy advanced nuclear reactors to power Sabey Data Centers’ data centers.

Q: What are the challenges ahead for TerraPower and similar nuclear energy startups?
A: The challenges ahead include making it through regulatory hurdles and proving that the technology can be commercially viable.

Q: What is the timeline for TerraPower’s demonstration project in Wyoming?
A: The company expects the demonstration project to come online in 2030.

Operator

Avery Winslow
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0
Operator

OpenAI Unveils New AI Technology: Operator

Two years ago, OpenAI launched the chatbot craze with the release of ChatGPT. Now it hopes to spark interest in a new wave of A.I. technology.

Introducing Operator

On Thursday, OpenAI unveiled a tool called Operator that can go out onto the internet and perform tasks autonomously, like shopping for groceries or booking a restaurant reservation.

How it Works

“It can navigate websites and take actions on websites, much like you and I do,” said OpenAI product and engineering lead Yash Kumar in an interview.

Artificial intelligence researchers call this kind of technology an A.I. agent. While chatbots can answer questions, write poems and generate images, agents can use other software on the internet.

Demonstration

During a briefing with The New York Times, Mr. Kumar showed how the system could book a San Francisco restaurant reservation through the OpenTable website and buy a list of groceries through Instacart. Operator looks and behaves much like ChatGPT and other chatbots. The user types a request into a small window. Then the system responds as best it can.

Limitations

The user can watch as the tool opens a web browser and visits particular sites. Operator may make mistakes. But in some cases, it can correct these mistakes. During the demonstration for The Times, the system mistakenly assumed that Mr. Kumar was in Iowa, before correctly finding a restaurant in San Francisco.

Operator is not entirely autonomous. At times, a user needs to correct its mistakes and provide additional requests and suggestions. For sites like OpenTable and Instacart, users must provide their private usernames and passwords. But OpenAI said that it does not store this private information.

Data Collection

However, the company does capture data showing the way the system interacts with users and accesses sites on their behalf. It can use this data to train future versions of Operator.

Availability

OpenAI said that, beginning on Thursday, Operator will be available to anyone who has subscribed to ChatGPT Pro, a $200-a-month service that provides access to all of the company’s latest tools. It plans to offer the tool via other paid services and eventually roll it into the free version of ChatGPT. Users in the United States will be the first to receive the new tool.

Competition

In recent months, other leading companies, including Google and Anthropic, have unveiled similar tools. However, many of these tools, are not yet widely available.

Conclusion

Operator is based on the same technology that underpins ChatGPT. This technology is what A.I. researchers call a neural network — a mathematical system that can learn skills by analyzing enormous amounts of data.

Newer versions of this technology learn from a wide range of data, including text, images and sounds. In this case, Operator learned from images showing how people use spreadsheets, shopping sites and other online services. After pinpointing patterns in this data, the new system can use similar services on behalf of computer users.

Mr. Kumar acknowledged that, like ChatGPT and other chatbots, Operator is still an experimental technology. But he said it would continue to improve in the coming months.

FAQs

Q: What is Operator?
A: Operator is a new AI technology that can perform tasks autonomously on the internet, like shopping for groceries or booking a restaurant reservation.

Q: How does Operator work?
A: Operator uses a neural network to learn from images showing how people use online services, and then uses this knowledge to perform similar tasks on behalf of users.

Q: Is Operator available to everyone?
A: No, Operator is currently only available to users who have subscribed to ChatGPT Pro, a $200-a-month service. However, OpenAI plans to offer the tool via other paid services and eventually roll it into the free version of ChatGPT.

Q: Does OpenAI store private user information?
A: No, OpenAI does not store private user information, such as usernames and passwords. However, it does capture data showing the way the system interacts with users and accesses sites on their behalf.

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