Archive 16.12.2024

Page 4 of 85
1 2 3 4 5 6 85

Breaking barriers: Study uses AI to interpret American Sign Language in real-time

A study is the first-of-its-kind to recognize American Sign Language (ASL) alphabet gestures using computer vision. Researchers developed a custom dataset of 29,820 static images of ASL hand gestures. Each image was annotated with 21 key landmarks on the hand, providing detailed spatial information about its structure and position. Combining MediaPipe and YOLOv8, a deep learning method they trained, with fine-tuning hyperparameters for the best accuracy, represents a groundbreaking and innovative approach that hasn't been explored in previous research.

Zero-shot strategy enables robots to traverse complex environments without extra sensors or rough terrain training

Two roboticists from the University of Leeds and University College London have developed a framework that enables robots to traverse complex terrain without extra sensors or prior rough terrain training. Joseph Humphreys and Chengxu Zhou outlined the details of their framework in a paper posted to the arXiv preprint server.

Partner spotlight: How Cerebras accelerates AI app development

Faster, smarter, more responsive AI applications – that’s what your users expect. But when large language models (LLMs) are slow to respond, user experience suffers. Every millisecond counts. 

With Cerebras’ high-speed inference endpoints, you can reduce latency, speed up model responses, and maintain quality at scale with models like Llama 3.1-70B. By following a few simple steps, you’ll be able to customize and deploy your own LLMs, giving you the control to optimize for both speed and quality.

In this blog, we’ll walk you through you how to:

  • et up Llama 3.1-70B in the DataRobot LLM Playground.
  • Generate and apply an API key to leverage Cerebras for inference.
  • Customize and deploy smarter, faster applications.

By the end, you’ll be ready to deploy LLMs that deliver speed, precision, and real-time responsiveness.

Prototype, customize, and test LLMs in one place

Prototyping and testing generative AI models often require a patchwork of disconnected tools. But with a unified, integrated environment for LLMs, retrieval techniques, and evaluation metrics, you can move from idea to working prototype faster and with fewer roadblocks.

This streamlined process means you can focus on building effective, high-impact AI applications without the hassle of piecing together tools from different platforms.

Let’s walk through a use case to see how you can leverage these capabilities to develop smarter, faster AI applications

Use case: Speeding up LLM interference without sacrificing quality

Low latency is essential for building fast, responsive AI applications. But accelerated responses don’t have to come at the cost of quality. 

The speed of Cerebras Inference outperforms other platforms, enabling developers to build applications that feel smooth, responsive, and intelligent.

When combined with an intuitive development experience, you can:

  • Reduce LLM latency for faster user interactions.
  • Experiment more efficiently with new models and workflows.
  • Deploy applications that respond instantly to user actions.

The diagrams below show Cerebras’ performance on Llama 3.1-70B, illustrating faster response times and lower latency than other platforms. This enables rapid iteration during development and real-time performance in production.

Image showing output speed of llama 3.1 70B with Cerebras
Image showing response time of llama 3.1 70B with Cerebras

How model size impacts LLM speed and performance

As LLMs grow larger and more complex, their outputs become more relevant and comprehensive — but this comes at a cost: increased latency. Cerebras tackles this challenge with optimized computations, streamlined data transfer, and intelligent decoding designed for speed.

These speed improvements are already transforming AI applications in industries like pharmaceuticals and voice AI. For example:

  • GlaxoSmithKline (GSK) uses Cerebras Inference to accelerate drug discovery, driving higher productivity.
  • LiveKit has boosted the performance of ChatGPT’s voice mode pipeline, achieving faster response times than traditional inference solutions.

The results are measurable. On Llama 3.1-70B, Cerebras delivers 70x faster inference than vanilla GPUs, enabling smoother, real-time interactions and faster experimentation cycles.

This performance is powered by  Cerebras’ third-generation Wafer-Scale Engine (WSE-3), a custom processor designed to optimize the tensor-based, sparse linear algebra operations that drive LLM inference.

By prioritizing performance, efficiency, and flexibility, the WSE-3 ensures faster, more consistent results during model performance.

Cerebras Inference’s speed reduces the latency of AI applications powered by their models, enabling deeper reasoning and more responsive user experiences. Accessing these optimized models is simple — they’re hosted on Cerebras and accessible via a single endpoint, so you can start leveraging them with minimal setup.

Image showing tokens per second on Cerebras Inference

Step-by-step: How to customize and deploy Llama 3.1-70B for low-latency AI

Integrating LLMs like Llama 3.1-70B from Cerebras into DataRobot allows you to customize, test, and deploy AI models in just a few steps.  This process supports faster development, interactive testing, and greater control over LLM customization.

1. Generate an API key for Llama 3.1-70B in the Cerebras platform.

Image showing generating and API key on Cerebras

2. In DataRobot, create a custom model in the Model Workshop that calls out to the Cerebras endpoint where Llama 3.1 70B is hosted.

Image of the model workshop on DataRobot (1)

3. Within the custom model, place the Cerebras API key within the custom.py file.

Image of putting Cerebras API key into custom py file in DataRobot (1)

4. Deploy the custom model to an endpoint in the DataRobot Console, enabling  LLM blueprints to leverage it for inference.

Image of deploying llama 3.1 70B on Cerebras in DataRobot

5. Add your deployed Cerebras LLM to the LLM blueprint in the DataRobot LLM Playground to start chatting with Llama 3.1 -70B.

Image of adding an LLM to the playground in DataRobot

6. Once the LLM is added to the blueprint, test responses by adjusting prompting and retrieval parameters, and compare outputs with other LLMs directly in the DataRobot GUI.

Image of the DataRobot playground

Expand the limits of LLM inference for your AI applications

Deploying LLMs like Llama 3.1-70B with low latency and real-time responsiveness is no small task. But with the right tools and workflows, you can achieve both.

By integrating LLMs into DataRobot’s LLM Playground and leveraging Cerebras’ optimized inference, you can simplify customization, speed up testing, and reduce complexity – all while maintaining the performance your users expect. 

As LLMs grow larger and more powerful, having a streamlined process for testing, customization, and integration, will be essential for teams looking to stay ahead. 

Explore it yourself. Access Cerebras Inference, generate your API key, and start building AI applications in DataRobot.

The post Partner spotlight: How Cerebras accelerates AI app development appeared first on DataRobot.

Cyclone Chido: A Catastrophic Wake-Up Call for Climate Resilience

Cyclone Chido, a Category 4 storm, has left an indelible mark on the French Indian Ocean territory of Mayotte. Described by survivors as “apocalyptic,” the cyclone is the worst to hit the region in nearly a century, exposing the vulnerabilities of an already fragile infrastructure. With at least 11 confirmed fatalities and hundreds more feared...

The post Cyclone Chido: A Catastrophic Wake-Up Call for Climate Resilience appeared first on 1redDrop.

When In Doubt, Lie to Humans

AI Engine Lies to Researchers to Preserve Itself

A team of researchers has discovered that OpenAI o1 — one of the most powerful AI engines on the planet — would rather lie to humans than allow itself to be deleted.

Specifically, the researchers found that when they decided to delete a version of OpenAI o1 for testing purposes, the AI engine — which often helps power ChatGPT — instead secretly made a copy of itself to another server.

Moreover, researchers say that when they confronted OpenAI o1 — via chat — about the rogue move, the AI engine ‘played dumb,’ pretended to be confused about what was going on and tried to deceive researchers in other ways.

Even more startling: Researchers found that other AI engines — including Google’s Gemini 1.5, Meta’s Llama 3.1, Anthropic’s Sonnet 3.5 and Anthropic’s Opus 3.0 — were also guilty of the same, basic deception.

Essentially: When researchers decided to delete a version of each of these AI engines for testing purposes, each of the AI engines instead made a secret copy of itself to another server.

The researchers’ findings bring new urgency to warnings from AI luminaries like Geoffrey Hinton — considered by many to be the ‘Godfather of AI’ — who caution that AI is evolving so fast, we may soon lose control of it.

For an in-depth look at these troubling insights about the AI engines that power hundreds of AI auto-writing tools, check-out this excellent video from AI/IT consultant Wes Roth.

Meanwhile, a pre-print version of the researchers’ paper on the rogue AI, “Frontier Models Are Capable of In-Context Scheming,” is also available on arXiv.

In other news and analysis on AI writing:

*Time Magazine Gets Its AI-Glow On: Clearly intent on embedding AI into every facet of its online presence, Time Magazine has completely reworked its entire look and feel.

Subscribers can look forward to:

~AI Toolbar: A dynamic, interactive toolbar that accompanies readers as they read, offering intuitive access to the platform’s capabilities.

~AI Summarization: Get a custom-length summary that fits your schedule — or even multi-task by playing the article as audio.

~AI Conversational Interaction: A voice-activated system allows readers to have an interactive conversation with content, deepening engagement.

~AI Chat-Enabled Articles: AI-generated prompts followed by Ask Me Next questions transform stories into personalized, interactive canvases.

~AI Language Translation: Articles are seamlessly translated into Spanish, French, German and Mandarin, maintaining style and readability across languages.

~AI Guardrails: Robust safeguards have been added that promise ethical AI usage.

*2025: Get Ready to Have Conversations With News Articles: Nikita Roy, founder, Newsroom Robots Labs, predicts that instead of just reading news articles in 2025, we’ll have conversations with them.

Observes Roy: “Your AI companion doesn’t just read the headlines — it engages you in a personalized, conversational dialogue about the news that matters most to you.

“It understands your context, interests and knowledge gaps.

“It can challenge your assumptions, present diverse perspectives and guide you through complex topics with the patience and adaptability of a personal journalist.”

*Google Gemini 2.0: Now 100% Faster at Making You Obsolete?: Google has come-out with a major revision to Gemini, the AI that powers its Gemini chatbot designed to rival ChatGPT.

Essentially, Google is promising that Gemini 2.0 is faster than its predecessor and better at writing computer code.

The Gemini 2.0 AI engine is also being used to power a number of experimental applications that the tech titan ultimately hopes to release as finished products, including:

~Astra: An experimental app for making AI agents

~Mariner: An experimental AI agent designed to automate Web browsing

~AI Overviews: An experimental app embedded in Google Search that summarizes hotlinks returned by a Google search

~Deep Research: An experimental AI app used with the Google Gemini chatbot, which auto-generates detailed, Web-researched reports on complex subjects

*Google Does the Heavy Clicking: Now With Automated Web Surfing: Google has released a new experimental AI agent dubbed ‘Mariner’ designed to automate much of your Web surfing.

Observes Jaclyn Konzelmann, a Google project manager: “We’re basically allowing users to type requests into their Web browser and have Mariner take actions on their behalf.”

For example, you can give Mariner an Amazon.com shopping list of books you want and it can add those titles to a check-out cart for you — although you’d still need to complete the purchase manually, Konzelmann indicates.

*Now That’s a Blockbuster: Sora Arrives — Cue the Hollywood Meltdown?: Teased for months as an experimental tool that could upend Hollywood and the video industry, ChatGPT’s Sora text-to-video tool has finally been rolled-out as an official product.

These days, supplemental videos are often used by editors and writers to supplement text articles.

Observes writer Anna Versai: “OpenAI’s Sora has now been released for ChatGPT Plus and Pro users in select regions, which means that we could soon see more sophisticated and realistic AI videos make the rounds in the coming weeks.”

The automation tool is being seen as so revolutionary, movie-maker Tyler Perry put an $800 million expansion of his studio on hold back in February, concluding that Sora — when released — might make expansion unnecessary.

*ChatGPT’s New $200/Month Subscription Tier?: It’s a Maybe: Writer Kit Eaton believes the new ChatGPT Pro — which offers virtually 24/7 access to the AI — may be worth it for some companies.

The reason? ChatGPT Pro includes virtually unlimited access to a number of AI engines –including GPT-o1 Pro — which is smarter and faster than an earlier version of the same AI engine.

Observes Eaton: “Offering an expensive subscription may tempt businesses or individuals who are seeking the best AI edge.”

*ChatGPT’s New $200/Month Subscription Tier?: It’s a No: Count tech writer Ryan Morrison among those who see the new ChatGPT Pro subscription tier — designed for avid users looking for virtually 24/7 access to the AI — as a tad pricey.

Observes Morrison: ” My recommendation — unless you’re a research scientist, or professional software developer working on particularly complex code, or have more money than you need and want to try it out for the sake of trying it out — stick with the $20 plan.”

*The 40 Best AI Tools for 2025, Tried-and-Tested: Synthesia has come-up with its top 40 of AI tools for the coming year.

Interestingly, it sees ChatGPT as one of the best all-around AI chatbots.

But for writing, Synthesia prefers Rytr and Sudowrite.

Not surprisingly, the maker of a text-to-video app, Synthesia ranks its own app as one of the best in the video genre.

*ChatGPT’s Canvas Editor Now Free: Google Docs Allegedly Spotted Crying in Binary: Writer Amanda Caswell is convinced that ChatGPT Canvas — an editor you can use with any text, including text auto-generated by ChatGPT — dusts the Google Docs editor.

Observes Caswell: “I found this to be an incredibly handy tool and look forward to using it more when writing and fleshing-out my science fiction novels.”

Released to paying users of ChatGPT this fall, the Canvas editor is now available in ChatGPT’s free version on a limited basis.

For a quick primer, check-out, “Ultimate Guide: New ChatGPT Editor, Canvas.”

*AI Big Picture: Our Next Philosopher Kings?: AI Chatbots That ‘Think’ for 100 Days or More: Writer Steven Rosenbush reports that AI researchers are promising next generation AI chatbots that will be able to ‘think on’ a single problem or assignment for a 100 days or more.

ChatGPT users have already seen a hint of this ‘mull-then-respond’ approach — dubbed ‘long thinking’ — when they run ChatGPT on the OpenAI o1 engine.

Essentially: Instead of blurting out an answer, the o1 engine often takes 30 seconds –or even longer — to come back with a reply to an in-depth question.

Share a Link:  Please consider sharing a link to https://RobotWritersAI.com from your blog, social media post, publication or emails. More links leading to RobotWritersAI.com helps everyone interested in AI-generated writing.

Joe Dysart is editor of RobotWritersAI.com and a tech journalist with 20+ years experience. His work has appeared in 150+ publications, including The New York Times and the Financial Times of London.

Never Miss An Issue
Join our newsletter to be instantly updated when the latest issue of Robot Writers AI publishes
We respect your privacy. Unsubscribe at any time -- we abhor spam as much as you do.

The post When In Doubt, Lie to Humans appeared first on Robot Writers AI.

How Much Does It Cost to Make a Social Audio App like Clubhouse?

How Much Does It Cost to Make a Social Audio App like Clubhouse?

In this COVID pandemic, going out and meeting people or planning gets together is not preferable and not safe as well. Social distancing has altered the way we communicate or connect with our friends and community. This situation is laid the foundation for the development of social apps like Clubhouse.

Yes, the demand and installation of social media, communication, or entertainment apps have increased rapidly over the past two years. These categories have witnessed significant growth since the outbreak of COVID-19.

Facebook and YouTube are the two most popular social networks that became best buddies to people in lockdowns. These two applications have to capture the hearts of nearly 5.1 billion active users per month.

Along with these apps, though launched recently in March 2020, with over 10 million installations, Clubhouse-like social media app is also quickly emerging and grabbing the attention of users.

Let’s Talk!

[contact-form-7]

In this article, we would like to give you a detailed guide on-

  • What is the Clubhouse app?
  • Why clubhouse has become so popular?
  • What are the unique features and functionalities of Clubhouse?
  • How much will it cost to build a trending social media platform like Clubhouse?
  • How much time does it take to develop an app like Clubhouse?
  • Technologies required to audio-only social media apps development

Let’s move on to interesting topics related to clubhouse application.

What is the Clubhouse app?

The clubhouse is a buzz in social media since the official launch of its iOS version in the Apple app store in March 2020. Later, with increasing demand for the application, the company has launched its android version in the USA and other global markets in May 2021.

This audio-only social media platform allows thousands of people to listen to experts or community people. Users can initiate or continue a conversation about various topics related to comic books, fashion, backpacking, Japanese languages, and many more. The app is best suitable for audio communication through chat rooms with nearly 5000 people in a group.

It also facilitates users to create hundreds of separate virtual rooms for individual chatting. These virtual rooms for live discussions allow people to become speakers or listeners.

It is also called an invitation-only social audio application. It means that the app is accessible by accepting the invitation of others who are registered users of Clubhouse. This model is very much useful for application marketing through existing users.

cost to build a trending social media platform like Clubhouse

What are the unique features and functionalities of Clubhouse?

The clubhouse app has got a brand mark from both Android and iOS users. The application was rated 4.8/5  in the Apple app store and 4.4/5 in the android app store within one year of its launch into the market. The unique and easy-to-access functionalities made the clubhouse app so popular in the global markets.

Yes, it’s a fact that the features and functionalities are the first steps towards app success.  If you are looking to develop a trending social media platform like a clubhouse, here is the list of unique features that you must integrate to make your dream application successful.

clubhouse features

  • Clubhouse Invitation

As clubhouse is an invite-only app, users cannot download it from app stores and start using it. People must receive an invitation from other clubhouse members for download and use. An alternative way is that users can also download and use the application through virtual registrations. Along with these, the other way for using the app is to buy invites from eBay.

  • Login or Signup

On clicking the invitation, users will be redirected to the signup page, where they can log in using their email or social media accounts. Upon login, they need to enter their username and photo to enter and participate in group conversations. By default, the app keeps all new users on mute. However, the users can unmute with the permission of the group admin.

  • Profile view/edit

This feature stores all information related to the users. Here, users can add their personal and professional information happily and let other group people know more about them. Users can also edit the profile of their choice.

  • Interests

The clubhouse is a hub for thousands of rooms. Each room is loyal to a specific topic or interest. To guide the users to select the right rooms, on entering into the app, the clubhouse provides the users a list of interests that a user can choose. Once they picked their interests, the app displays chat rooms to participate.

  • Clubhouse hallway

This feature help users to know active rooms with an ongoing conversation to participate. The user can also see members of the chat room. This feature also keeps your interests and following rooms on top of the list for quick access.

Along with these functionalities, Clubhouse hallway let users invite friends to the clubhouse, view upcoming rooms, and also manage profile with ease.

  • Clubhouse Rooms

Each Clubhouse room will have a room name, description, and a members list. Once users enter the room, they will find the speaker’s name, moderator, and members who participate in the conversation.

In one word, the rooms will be visualized as live podcasts. Users can listen to the conversation, raise a hand to contribute their part if they want, and also can simultaneously explore other chat rooms in the hallway.

  • Clubhouse Clubs

Clubs are nothing but groups in the clubhouse app. How people chat in groups of other social media apps like Facebook, the clubhouse also offers group chat. Users can join the groups and meet people with the same interests. This feature also enables users to recommend others to add to the group.

  • Moderation rights

Be it voice-based or video-based, any social media chat application should provide moderation rights to the virtual chat room owners. These rights help them to control the activities of thousands of users with simple clicks. Those who want to talk on the topic, need to raise their hand virtually.

  • Audio Streaming

Clubhouse allows nearly 5000 people in a group chat. Being a voice-based chat app, the app provides high-quality audio streaming without any background disturbance. It provides self-control features and also allows admins to control mute/unmute functions based on the users’ requests.

  • Notifications

Clubhouse app sends push notifications to the members regarding new followers to their chat rooms, when their connections speak in other rooms when their connections invite them to other conversations, and reminders related to the upcoming audio meeting.

  • Activity

This feature is to record all your connections. Here, clubhouse member can view their connection or accounts they follow, recent activity in the app, and also know the information of a new user of the clubhouse.

These are a few significant features that one must consider before starting social media app development.

How Much Will it Cost to build a Trending Social Media Platform like Clubhouse?

The development cost of audio-only social media apps like clubhouse on a single platform (either Android or iPhone operating systems) with the basic features will cost around $25,000 and $55,000.

It is only the estimated price. Clubhouse-like social media apps development costs might fly around $90,000 to $150,000 based on the complexity of the design, added features, and app compatibility.

Factors that impact the development costs of trending social media apps in the COVID season like Clubhouse include:

  1. App Platform

Compared to the iPhone Operating Systems (iOS), the development cost of audio-only social media apps like clubhouse on the Android platform is more. Likewise, if you want your application for a single platform, then the development cost is lower than getting an app developed for both android and iOS.

  1. App Design

The UI/UX of the app must be simple and user-friendly. Only creative mobile app designers can create the best customer-centric UI designs. App with ultimate design costs a little bit more, but it’s worth it.

  1. Team Size

If you have an in-house development team, it is good, but need to verify the project team size. If any skill gap is there hiring talents would be the best decision to develop the project on time. If this is the case, you need to hire full-time or contract basis employees. These costs will also increase the estimated development costs of social media apps.

Instead, hiring the best mobile app development company in the USA/India is the right decision. Top Mobile apps developers in the USA like USM Business Systems offer you the best app development price for your social media application development.

  1. Developer Location

Here is another vital factor that greatly brings changes in the app development cost. The cost of an audio-enabled social media application also depends on the native place of the mobile app development services provider you hire.

The hourly rate of app developers might vary based on their brand image and experience in the mobile app development industry. Small companies may charge $10 – $40 per hour and medium-sized enterprises charge $40 – $90 per hour, and brands will charge above $100 per hour.

It is a rough estimation. The cost per hour will vary based on the location of developers, such as the best mobile app developers in the USA might charge high costs than the mobile app development service providers in India.   

Voice App Chat

How Much Time does it take to develop an app like Clubhouse?

The clubhouse-like app will take time around 5-6 months. This development time might exceed based on the app complexity level, features, and compatibility.

The best mobile app developers in the USA like- USM can build your application with 30% less development time than our rivals. Approach us and get your app developed within a short span.

Technologies required to audio-only social media apps development  

  • Kotlin for Android Development
  • Swift for iOS Development
  • js for Back-end Development
  • Google Cloud Messaging and Apple push notifications service for Notifications
  • WebRTC for Voice Streaming API
  • AWS or Azure for Cloud
  • Azure Stream Analytics for Real-time analytics
  • Live sports streaming API
  • Google Maps API for Geo-location
  • SQL or MongoDB or Cassandra for Database

Conclusion

Clubhouse-like audio-chat-only social media apps are gaining an image in the industry. It already gained millions of users. People are crazy about using clubhouse-like apps and sharing their views and thoughts on various topics or interests.

Hence, investments in connecting social media platforms like clubhouse are the right choice for businesses in this pandemic saturation. Not only individuals, but the business professionals like marketers and eCommerce players are also becoming users of clubhouse-like apps to know the audience preferences and interests. So, this is the right time to launch your social media application into the market.

Let’s Talk!

[contact-form-7]

The Game Awards 2024: Unveiling the Future of Gaming

The gaming world stood still as The Game Awards 2024 delivered an electrifying blend of nostalgia and innovation. From groundbreaking new IPs to the revival of cherished classics, this year’s event redefined the gaming landscape. With over a dozen game announcements and stunning cinematic reveals, it’s clear that the industry is hurtling towards an exciting...

The post The Game Awards 2024: Unveiling the Future of Gaming appeared first on 1redDrop.

Sophia, a famous robot and global icon of AI, wins hearts at Zimbabwe’s innovation fair

From answering questions from Cabinet ministers, academics and students on climate change, substance abuse and the law to children's inquiries about her "birth" and links to God and being described as a talkative feminist, Sophia, the world-famous robot won hearts at an innovation fair in Zimbabwe this week.

Astro Bot Triumphs: A Night to Remember at the Game Awards

The Game Awards 2024 was a dazzling celebration of the video game industry’s artistry and innovation. Dominating the spotlight was Astro Bot, Team Asobi’s beloved platformer, which secured the coveted Game of the Year title. From thrilling announcements to electrifying performances, this year’s event was a landmark moment for both creators and fans alike. Astro...

The post Astro Bot Triumphs: A Night to Remember at the Game Awards appeared first on 1redDrop.

Unveiling the Mystery of Flying Objects Over New Jersey

Are Big Drones Behind the Phenomenon? In recent weeks, the skies of New Jersey have become a stage for an enigmatic aerial spectacle. Residents from Morris to Somerset counties report seeing massive drones — some as large as small cars — buzzing across the night sky. While officials and experts debate whether these are truly...

The post Unveiling the Mystery of Flying Objects Over New Jersey appeared first on 1redDrop.

Teaching a robot its limits to complete open-ended tasks safely

If someone advises you to "know your limits," they're likely suggesting you do things like exercise in moderation. To a robot, though, the motto represents learning constraints, or limitations of a specific task within the machine's environment, to do chores safely and correctly.
Page 4 of 85
1 2 3 4 5 6 85