Technology Trends

AI efficiency and customization with AI21 Labs' Jamba and Databricks' DBRX

The Open-Source AI Revolution: Slimming Down the Giants

The AI landscape is spearheaded by AI21 Labs and Databricks. They’re flipping the script on what we’ve come to expect from AI powerhouses. Let’s dive in.

AI21 Labs’ Jamba: The Lightweight Contender

Imagine an AI model that’s not just smart but also incredibly efficient. That’s Jamba for you. With just 12 billion parameters, Jamba performs on par with Llama-2’s 70 billion parameters. But here’s the kicker: it only needs 4GB of memory. Compare that to Llama-2’s 128GB. Impressive, right?

But let’s ask the question: How? It’s all about combining a Transformer neural network with something called a “state space model”. This combo is a game-changer, making Jamba not just another AI model, but a beacon of efficiency.

Databricks’ DBRX: The Smart Giant

On the other side, we have DBRX. This model is a beast with 132 billion parameters. But wait, it gets better. Thanks to a “mixture of experts” approach, it actively uses only 36 billion parameters. This not only makes it more efficient but also enables it to outshine GPT-3.5 in benchmarks, and it’s even faster than Llama-2.

Now, one might wonder, why go through all this trouble? The answer is simple: flexibility and customization. By making DBRX open-source, Databricks is handing over the keys to enterprises, allowing them to make this technology truly their own.

The Bigger Picture

Both Jamba and DBRX aren’t just models; they’re statements. They challenge the norm that bigger always means better. By focusing on efficiency and customization, they’re setting a new standard for what AI can and should be.

But here’s a thought: what does this mean for the closed-source giants? There’s a space for everyone, but the open-source approach is definitely turning heads. It’s about democratizing AI, making it accessible and customizable.

In a world where resources are finite, maybe the question we should be asking isn’t how big your model is, but how smartly you can use what you have. Jamba and DBRX are leading the charge, showing that in the race for AI supremacy, efficiency might just be the ultimate superpower.

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Sora, OpenAI's groundbreaking tool, transforming written stories into dynamic videos, showcasing the power of AI in creative content creation.

Meet Sora: The AI That Turns Words Into Videos

What’s Sora Anyway?

Imagine typing a story and then watching it come to life as a video. That’s what Sora, the new AI from OpenAI, can do. It’s like having a mini-movie studio at your fingertips, turning your ideas into videos that last up to a minute. Pretty cool, right?

What Makes Sora Special?

Sora is smart enough to handle scenes with lots of characters, all moving and interacting in ways that make sense. It gets what you’re asking for, whether you want a bustling city street or a quiet scene in the park, and it fills your video with emotions and details that pop.

Credit: openai.com/sora

But, It’s Not Perfect

Even though Sora is pretty amazing, it sometimes gets tripped up by the tricky stuff, like making sure everything moves just right or figuring out the cause and effect in complex scenes. Came a long way in just a year!

Safety First

Before Sora gets into everyone’s hands, OpenAI is making sure it’s safe to use. They’re testing it out and building tools to catch any misleading videos. It’s all about making sure this powerful tool is used for good.

How Does Sora Work?

Sora is built on some serious tech, mixing ideas from AI models that understand language and others that create images. This combo helps Sora follow your instructions closely to make videos that match what you’re imagining.

Credit: openai.com/sora

Why Sora Matters

Sora is a big step toward making AI that understands the world like we do. Paving the way for AI that can think and learn. For content creators, this could be a big flex.

Wrapping Up

Sora shows us a glimpse of the future, where our words can turn into videos with just a prompt. It’s an exciting peek at how AI is getting smarter, making it easier for us to bring our ideas to life. And as we figure out the best ways to use this technology, we’re heading toward a world where AI helps us tell our stories in ways we’ve only dreamed of.

Image Credit: openai.com/sora

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ChatGPT's new memory feature enhancing personalized conversations and introducing Temporary Chat for privacy-focused interactions.

OpenAI’s Latest: ChatGPT Remembers

OpenAI just rolled out a brand new “memory” feature for ChatGPT. It can now remember stuff you tell it, making it more personal and relevant. Plus, there’s this neat “Temporary Chat” option for times you want a fresh start. Let’s break it down, simple and straightforward.

What’s New with ChatGPT?

Remembering the Good Times

So, ChatGPT can now hold onto details between your chats. Share something once, and it’s got it for next time. This is handy for making chats feel more like talking to a friend who remembers your last conversation.

Credit: OpenAI

Control in Your Hands

Worried about privacy? OpenAI’s got you covered. You decide what ChatGPT remembers or forgets. It’s like having a conversation where you’re in the driver’s seat, controlling the memory dial.

Credit: OpenAI

Dive into Temporary Chat

Fresh Conversations, No Strings Attached

Then there’s the “Temporary Chat” feature. Picture this: you want to chat without any past info coming up. This feature is your go-to, perfect for when you need a clean slate.

Credit: OpenAI

Why It Matters

This update is big. It means AI is getting closer to understanding us not just through words, but through context and history. It’s a step towards more meaningful, personalized AI interactions.

To Wrap Up

OpenAI’s new features for ChatGPT are all about making AI chats more personalized, relevant, and under your control. Whether you’re into deep dives or quick info grabs, these updates are shaping a future where AI understands us a bit better. And that’s pretty exciting, don’t you think?

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Google's Gemini AI model revolutionizes how we interact with technology through text, voice, and image processing, setting new industry standards.

Google Launches Gemini: A New AI Powerhouse

Google has just upped the ante in the AI arena with its latest move: rebranding its AI chatbot to Gemini. This isn’t just a name change. It’s Google throwing down the gauntlet to compete directly with OpenAI’s ChatGPT Plus.

What’s Gemini?

Gemini stands out as a versatile AI model capable of handling text, voice, and images. It’s Google’s answer to ChatGPT Plus, but it goes further, offering a richer, more integrated AI experience.

Introducing Gemini Ultra

The star of the show is Gemini Ultra, nestled within Gemini Advanced. It’s a premium service tied to Google One’s new AI Premium tier. For the same price as ChatGPT Plus, Google promises a lot more bang for your buck.

Gemini Goes Mobile

Google knows we live on our phones. So, Gemini will get its own Android app and integrate into the Google app on Apple devices. This makes powerful AI tools just a tap away.

Why Gemini Matters

Google’s move to bundle its AI capabilities under Gemini’s banner is strategic. It aims to make Google a one-stop AI shop, challenging OpenAI and setting new industry standards.

The Bottom Line

Gemini is Google’s bold step into the future of AI. It’s not just about matching what’s out there. It’s about setting a new benchmark for what AI can do, making our digital lives richer and more integrated.

Google’s Gemini is promising to redefine our interaction with technology. With its launch, the AI space is set for a new era of innovation and competition.

Image credit: Midjourney

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OpenAI custom GPTs

The Rise of Specialized GPTs in ChatGPT

Ever found yourself chatting with a bot and thinking, “Hmm, this is helpful, but I wish it knew more about, say, underwater basket weaving”? Well, hold onto your hats (or baskets), because the world of conversational AI just got a turbo boost.

The Big Idea: Custom GPTs on Demand

Imagine this: You’re knee-deep in a debate about the best superhero movie or looking for that perfect sourdough recipe. Instead of sifting through endless internet pages, you simply call upon your personalized AI, right in your chat, tailored to your current obsession. Think of it as having a team of expert consultants in your pocket, ready to jump in when you need them.


The GPT Store: A Marketplace of Minds

Enter the GPT Store, like an App Store where developers showcase their creations. Kicking off a bunch of cool, new things and figuring out how to earn from them, from the oddball ideas to the really important ones. Developers can now get a slice of the pie by selling access to their GPTs. The idea? To make our digital conversations richer, more diverse, and tailored to our whims. I’m here for it.

But, There’s a Catch…

Not everything is sunshine and lollipops. Adoption of these custom GPTs is still a drop in the ocean, making up a mere 2.7% of ChatGPT’s global web traffic. And, like a new restaurant facing teething issues, the GPT Store had its share of moderation hiccups, with a few naughty apps sneaking onto the menu. OpenAI’s response? A swift clean-up and a promise of tighter controls. But as the number of GPTs balloons, keeping the digital streets clean is going to be a Herculean task.

So, What’s Next?

This is a glimpse into a future where AI becomes as personalized and diverse as human expertise. Yes, there are hurdles. Yes, it’s a work in progress. But the potential? Limitless.

Here’s a thought: How do we, as a community, shape the future of it? AI’s getting big in our chats. How we use it and tackle its challenges will change not just chatbots, but how we all connect online. So, dive in, explore, and maybe even create a GPT of your own. The future of conversation is calling. Ready to answer?

Looking Forward

The road ahead is dotted with both innovation and challenges. Let’s not just be passive users but active shapers of this technology. After all, the future doesn’t just happen; we build it.

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Bill Gates endorsing humanoid robot Digit by Agility

Humanoid Robots: The Next Big Leap or Overhyped Tech?

The Rising Wave of Humanoid Robots

Humanoid robots are grabbing headlines. They’re designed to mimic human actions – reaching, walking stairs, gripping objects. This isn’t just cool, it’s potentially game-changing. And who’s leading the cheer? None other than tech giant Bill Gates. He’s backing robotics startups like Agility’s Digit, pushing for robots that aren’t just one-trick ponies but more like us – versatile and adaptable.


The Gates Factor: A Blessing or a Bias?

But here’s the kicker. When Gates throws his weight behind humanoid robots, it’s a big deal. It’s like he’s saying, “This isn’t just a geeky dream; it’s real, and it’s important.” This endorsement brings humanoid robots into the mainstream conversation. But, and it’s a big but, is Gates’ influence potentially skewing our perspective? Are we too quick to jump on the bandwagon just because a tech mogul nods his approval? Could his excitement be leading us to overlook potential limitations or better alternatives?

The Versatility Debate: Jack of All Trades, Master of None?

Versatility is a major selling point for humanoid robots. They’re not limited to a single function; they’re more like Swiss Army knives. But is this always a good thing? Could a focus on making robots more human-like lead us away from simpler, more efficient solutions? It’s a tough question. On one hand, you’ve got the cool factor of a robot that can do a bit of everything. On the other, is it better to have specialized machines that are top-notch at their specific tasks?


What’s Next for Humanoid Robots?

The future of humanoid robots is like walking into unknown territory. There’s potential for incredible innovation – robots helping in homes, factories, even space. Yet, there’s the shadow of job displacement. How do we balance the awe-inspiring possibilities with the practical realities?

Wrapping It Up

Humanoid robots are a fascinating topic. They’re getting a lot of attention, especially with big names like Gates showing interest. But it’s vital to keep asking questions. Are we too dazzled by their potential because of who’s endorsing them? Are we thinking critically about where and how they should be used? The future of robotics is unfolding, and it’s up to us to navigate it wisely. What are your thoughts?

Check out Industry 4.0: AI, Automation, and Manufacturing’s Evolution.

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Impact of Generative AI on the Job Market

Generative AI in the Job Market

The Impact of Generative AI on Jobs

A recent study by Cognizant and Oxford Economics sheds light on how generative AI could shake up the job market. They predict a big change in the next decade. About 9% of jobs in the US might be replaced by AI. Even more, 11% of workers could find it tough to get new jobs because of this tech.

Future Scenarios of AI Adoption

The research outlines three scenarios based on how much businesses might use AI. They think AI use in businesses could jump from 13% to as much as 31% in the next four to eight years. That’s a significant increase.

Upskilling: A Key Strategy

To deal with job losses, the study suggests upskilling the workforce. This means training employees in new skills. It’s not just good for workers, but also helps maintain a brand’s reputation.

Building Strong Tech Infrastructure

Companies need to gear up for rapid AI developments. This includes having strong tech setups and putting in checks to avoid bias, errors, and unethical decisions.

AI for Better Work-Life Balance

The study also sees a bright side. AI could make work life better. Imagine shorter workdays or weeks, thanks to AI efficiency. That’s a plus for employees.

Preparing for the AI-Driven Future

The bottom line? Generative AI is going to have a big impact on jobs. It’s crucial to prepare the workforce for these changes.

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Samsung Galaxy S24 Ultra

Samsung’s Galaxy S24 Ultra: Bigger, Smarter, and More Durable

Meet the Galaxy S24 Ultra, Samsung’s latest big thing in the smartphone world. With a new titanium finish and a bunch of AI tools, it’s priced at $1,299. Here’s a peek into what this tech giant offers.



The Build: Titanium Toughness

  • Frame: Sporting a titanium frame for the first time, similar to Apple’s iPhone 15 Pro.
  • Weight: It’s about as heavy as the S23 Ultra, focusing on durability over weight reduction.

The Display: Flat and Fabulous

  • Size: A 6.8-inch 1440p display, keeping the size consistent with the S23 Ultra.
  • Design: Ditching the curved edges for a flat screen, reducing accidental touches.

Camera Upgrades

  • New Zoom: Swapped the 10x zoom for a 50-megapixel 5x, using a lossless crop to reach 10x.
  • Other Cameras: Sticking with the same hardware as last year, including a 200-megapixel main camera.

AI Everywhere

  • Features: The S24 series is loaded with AI, running Google’s Gemini models.
  • Editing Tools: New AI-powered image and video editing tools, making editing smarter and easier.

Video Magic

  • 120fps Slow-Motion: Turn any video into a super slow-motion clip, regardless of how it was originally shot.

Handy AI Tools

  • Circle to Search: Google’s new feature for easy searching.
  • Translation Features: Real-time translation in calls and text conversations.

AI in Writing

  • Keyboard Suggestions: Tailored suggestions for casual or professional tones.
  • Voice Recorder: Live transcriptions and translation.

Future-Proofing

  • Chipset: The S24 Ultra comes with Snapdragon 8 Gen 3, offering consistent AI capabilities globally.
  • Longevity: Seven years of OS and security updates, ensuring long-term use.

Connectivity and Charging

  • Wi-Fi 7: Enhanced connectivity.
  • Qi Wireless Charging: Sticking to the standard Qi, missing out on Qi2 features.

Availability and Price

  • Launch: Starting at $1,299 for 256GB, shipping from January 31st.
  • Preorders: Available now.

Final Thoughts

The Galaxy S24 Ultra is a blend of durability, smart AI integration, and future-proof features. It’s for those who want the most phone in their pocket – smart and ready for whatever comes next.

(Featured Image: © Samsung)

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Last week in AI. Episode 14

Last Week in AI: Episode 14

Welcome to another edition of Last Week in AI where we cover AI innovations and trends! This year at CES 2024, the spotlight was on AI advancements across various sectors, from AI-powered pillows to AI-powered birdfeeders. From the launch of the GPT Store to robots making coffee, the world of AI is evolving rapidly. Let’s dive in.

GPT Store

Big news of the week for many were the launch of the GPT Store, now open for ChatGPT Plus, Team, and Enterprise users, offers a variety of GPTs for different interests, like design, coding, and AI.

Key Points:

  • Wide range of GPT categories, including DALL·E, writing, and programming.
  • New GPTs featured weekly, like trail guides from AllTrails.
  • Easy GPT creation for users, with no coding needed.
  • Quality maintained through a review system and user reports.
  • GPT Builder Revenue Program allows creators to earn based on user engagement (US only).

In short, the GPT Store is making AI more accessible and offering creative and earning opportunities for users. Interestingly enough, the GPT Store is full of AI girlfriend bots.


OpenAI vs NYT

OpenAI has responded to The New York Times’ lawsuit, underlining its dedication to working with news outlets and supporting the news ecosystem. They aim to develop AI products to aid journalists and editors, utilize historical content for training AI models, and incorporate real-time content with proper attribution in ChatGPT.

Key Points:

  • OpenAI is focused on assisting the news industry through AI technology.
  • They claim that using publicly available internet materials for AI training is fair use.
  • OpenAI offers an opt-out for publishers and is addressing the issue of AI content regurgitation.

Despite the lawsuit, OpenAI is committed to constructive partnerships with news organizations like The New York Times and is actively working on solutions to support and enhance the news industry with AI.


Figure AI

Figure AI is advancing in AI robotics. They train robots for everyday tasks. Their robot, Figure-01, can now make coffee. This is a big step in robot skills.

Brett Adcock, the founder, sees a big future. He wants robots to help in many areas, like caring for the elderly. The focus is on jobs humans don’t want.

Key points:

  1. Figure-01 making coffee is a breakthrough.
  2. Robots could be useful in many fields.
  3. The aim is to help humans, not replace them.

All in all, Figure AI is all about making life easier with robots handling the less desirable tasks. Pretty exciting future ahead.


Nvidia 

India’s data center providers are buying thousands of Nvidia’s advanced GPUs, aiming to boost the country’s AI sector. This move follows Nvidia’s business loss in China due to US export controls on high-tech semiconductors. However, Nvidia believes global demand will compensate for this loss.

Key Points:

  • Indian companies like Yotta, Reliance Industries, and Tata Group are making big deals with Nvidia.
  • Yotta plans to deploy 32,000 Nvidia H100 and H200 GPUs by 2025.
  • This surge in GPU purchases in India reflects the growing AI market across various economic sectors.

India’s investment in Nvidia GPUs marks a significant growth in its AI industry, offering a promising opportunity for Nvidia amidst challenges in other markets.


Rabbit R1

The Rabbit R1, unveiled at CES 2024, is a new AI-powered virtual assistant and handheld device. It goes beyond a typical smartphone, featuring a sophisticated AI called the Large Action Model (LAM). This AI enables smoother and more conversational task performance compared to traditional virtual assistants like Alexa or Siri.

Key Points:

  • The LAM is adept at using various apps and can learn new tasks.
  • The R1 is a compact device with a 2.88-inch touchscreen, a rotating camera, and robust technical specs.
  • Priced at $199, it’s designed to transform the AI personal assistant market.

In summary, the Rabbit R1, with its advanced AI and impressive features, is generating excitement in the AI personal assistant space, promising a more intuitive and capable device experience.


AI Robots – ARRES PREVENT

ARRES (Autonomous Road Repair System) PREVENT, a robot for preventing potholes, is gearing up to hit the roads of Hertfordshire, England. Developed by Robotiz3d and the University of Liverpool, this AI-powered robot identifies and repairs potholes. It’s been in lab tests since 2020 and can autonomously locate and fix potholes, especially in residential areas.

Key Points:

  • ARRES uses AI to detect potholes and automatically repair surface cracks.
  • The technology promises to save time and money, reducing road maintenance disruptions.
  • This innovation is a collaboration between Robotiz3d, the University of Liverpool, and Hertfordshire County Council Highways Engineers, targeting the persistent pothole issue in the UK.

In summary, ARRES PREVENT is set to revolutionize road maintenance in the UK, using AI to tackle the long-standing problem of potholes, offering efficiency and cost-effectiveness.


Amazon

At CES 2024, Amazon unveiled new AI tools for its Alexa personal assistant. This includes innovative AI experiences like Character.ai for interactive conversations with generated characters, and Splash, an AI-driven music creation tool. Additionally, Volley introduced an AI “20 questions” game.

Key Points:

  • Character.ai and Splash enhance Alexa’s entertainment capabilities.
  • Volley’s game adds a fun, AI-powered dimension to voice interactions.
  • The Alexa Fund is backing projects like MultiOn, a new AI agent, and Embodied Inc’s Moxie AI, a robotic companion for children.

Amazon’s latest AI tools for Alexa show a strong commitment to weaving AI into everyday life, offering both fun and practical applications.


AI Gaming

The video game industry is facing challenges with AI integration, focusing on augmenting human capabilities without replacing jobs. Companies and unions are actively negotiating to protect workers’ rights and ensure AI is used in a worker-friendly way. For example, the Zenimax game workers union and Microsoft agreement emphasizes AI’s role in boosting productivity and growth without harm.

Key Points:

  • The industry aims to use AI to assist, not replace, human workers.
  • There are ongoing discussions to balance AI’s role in supporting existing jobs.
  • Agreements are being made to safeguard worker rights in the AI integration process.

The video game sector is keen on maintaining a balance where AI enhances job roles without threatening employment, reflecting a cautious yet optimistic approach towards AI’s growing role in the industry.


Google

Google is in a major patent infringement lawsuit over AI technology. Singular Computing, started by ex-MIT professor Joseph Bates, alleges that Google used its unique technology in various Google services. Singular is seeking up to $7 billion in damages, arguing that Google’s use of its patents would have merited a massive royalty payment.

Key Points:

  • Singular Computing claims Google infringed on its AI technology patents.
  • Google denies these claims, insisting on independent development of its processors.
  • The case, with potential damages of $7 billion, is heading to a federal jury.

Google faces a significant legal challenge with this patent infringement case, adding to its history of legal battles over technology patents.


Project Mockingbird

McAfee has introduced Project Mockingbird, an AI-powered technology to detect Deepfake Audio, aiming to tackle AI-generated scams. Revealed at CES 2024, this tool focuses on protecting users from AI-manipulated audio scams and misinformation.

Key Points:

  • Project Mockingbird uses AI models to identify AI-generated audio with over 90% accuracy.
  • It alerts users to maliciously altered audio in videos, helping differentiate real from fake content.
  • This innovation is part of a larger effort to combat AI challenges in cybersecurity.

Project Mockingbird by McAfee marks a significant advancement in fighting AI-generated scams, providing a crucial tool for digital safety in an era of rising AI-generated content threats.


Final Thoughts

As we wrap up, it’s clear that the boundaries of technology are being pushed further than ever before. The introduction of platforms like the GPT Store is making AI more accessible and versatile, while advancements in transportation and robotics are paving the way for a more efficient and interconnected world. These developments highlight the endless possibilities of AI in our daily lives. The future is bright and AI-driven, and we can’t wait to see what the next big breakthrough will be.

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Screenshot of the GPT Store interface

GPT Store: A Hub for Innovative AI Tools

Big news for ChatGPT Plus, Team, and Enterprise users! The GPT Store is here, a one-stop shop for discovering a wide range of Generative Pre-trained Transformers (GPTs). Whether you’re into design, coding, or just love exploring AI, this store’s got something for everyone.

What’s in the Store?

  • Variety of GPTs: Categories range from DALL·E, writing, and research to programming, education, and lifestyle.
  • Weekly Features: Check out new GPTs every week! Early highlights include trail recommendations from AllTrails, academic research with Consensus, learning code with Khan Academy’s Code Tutor, designing with Canva, and book recommendations from Books.

Build Your Own GPT

  • Easy Creation: Building a GPT is simple, with no coding skills needed.
  • Sharing Your GPT: Save your GPT for Everyone, verify your Builder Profile, and make sure it aligns with usage policies and brand guidelines.

Keeping Quality High

  • Review System: There’s a new system for reviewing GPTs, combining human and automated checks. Plus, users can report any issues.

Get Rewarded

  • GPT Builder Revenue Program: Starting in Q1, US builders can earn based on how much users engage with their GPTs. Stay tuned for more details on the payment criteria.

ChatGPT Team and Enterprise

  • Private Section for Teams: Team customers get a private part of the store with extra admin controls. Decide how to share internal GPTs and which external ones to use in your business.
  • Coming Soon for Enterprise: The GPT Store will soon be available for Enterprise customers too.

Final Thoughts

The GPT Store is opening up a world of AI possibilities. It’s easy to use, full of variety, and even offers a chance to earn for GPT creators. For businesses, it’s a powerful tool to tailor and control AI applications. This GPT Store is a big deal!

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