Innovations in AI

Illustration representation of the Mixture of Experts architecture in Mixtral 8x7B

Mixtral 8x7B: The Open-Source in AI Language Models


Mistral AI rolls out their Mixtral 8x7B Instruct model on the OctoAI Text Gen Solution. It’s big news for AI enthusiasts and builders alike. Here’s why this model is turning heads:

Mixtral 8x7B: A New Star on the Horizon

The Mixtral 8x7B Instruct model is making waves as a top-tier, open-source alternative to GPT 3.5. What makes it stand out? Well, for starters, it’s high-quality and comes with a cost that’s 4x lower per token than GPT 3.5. Talk about a budget-friendly AI solution!

Outperforming the Giants

Mistral AI isn’t playing around. Their model, with its fancy sparse Mixture of Experts (MoE) architecture, has already shown it can outdo big names like Llama 2 70B and GPT 3.5 in various benchmarks. That’s no small feat!

Why Choose Mixtral 8x7B?

  • Open Source Advantage: Love tinkering? This model’s open-source nature gives you all the flexibility to play around and tailor it to your needs.
  • Competitive Performance: It’s not just about being cheaper. This model packs a punch in performance, standing toe-to-toe with the big players in the AI field.
  • User-Friendly Experience: Thanks to OctoAI’s platform, you get a unified API endpoint, model acceleration, and reliable scalability. It’s like having the best tools at your fingertips.

Get Started, No Cost Attached!

Curious to try it out? You can dive into the Mixtral 8x7B Instruct model today without spending a dime. Just sign up for the OctoAI Text Gen Solution, and you’re good to go.

A Community-Centric Approach

Mistral AI is all about listening to their community. Adding Mixtral to the OctoAI model library is a nod to the power of collaborative input. And if you’re into networking, hop onto their Discord to connect with the OctoAI team and fellow AI enthusiasts.

What’s Next?

For those of you using closed-source LLMs, this could be your chance to switch gears. Mistral AI’s new promotion is all about easing the transition to open-source LLMs in your applications.

Wrapping Up

Mistral AI’s announcement about Mixtral is just the tip of the iceberg. If you’re keen on exploring more about this cool AI development, check out the full release announcement from Mistral. And don’t forget, engaging with the OctoAI community is just a Discord sign-up away!

There you have it, folks – Mixtral 8x7B is here to shake things up in the AI world. Excited to see where this leads? So are we! 🚀💻🤖

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Researchers using deep learning to discover new antibiotics

AI Discovering New Antibiotics

Let’s dive into some exciting news from the world of medicine and AI. A team of researchers just made a big leap in the fight against antibiotic resistance, and it’s all thanks to deep learning.

The Breakthrough in Antibiotics

  • The Challenge: Antibiotic resistance is a massive problem. We’re running out of effective drugs to fight infections.
  • The Solution: Researchers used deep learning to find a whole new class of antibiotics. Think of it as AI digging through tons of data to find hidden treasure – but in this case, the treasure is life-saving drugs.

How Did They Do It?

  • Smart AI Tech: The team developed an AI method that’s all about understanding chemical structures. It’s like teaching AI to recognize patterns that make good antibiotics.
  • Testing and Results: They tested this AI on loads of different compounds. The goal? Find ones that kill bacteria but are safe for us.
  • Success!: And guess what? They nailed it. The AI found new antibiotics that are powerful against bacteria and gentle on human cells.

Why This Matters

  • A Step Forward: This isn’t just cool science – it’s a huge step in solving the antibiotic crisis.
  • AI’s Power: It shows how AI can do more than just play games or drive cars. It can actually help save lives.
  • Explainable AI: The best part? This AI isn’t a black box. Researchers can actually understand why and how it picks certain compounds. Transparency for the win!

The Big Picture

This research isn’t just a win for science; it’s a win for all of us. It’s about using technology to make the world a healthier place. And that’s something to be excited about!

Want to know more about this groundbreaking research? Check out how Genentech and NVIDIA are pioneering AI-driven drug discovery. Stay tuned, and we’ll keep you in the loop with all the latest in AI and medicine! 🤖💊🔬

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Microsoft's logo on Android screen

Check Out Microsoft’s New AI App for Android and iOS: It’s Like ChatGPT for Your Phone!

Big news from Microsoft: they’ve just rolled out a rebranded-new app called Copilot for both Android and iOS users. It’s like having a mini ChatGPT right on your phone. Here’s the lowdown on what this app’s all about:

  1. Easy Access to AI-Powered Features:
    • Microsoft’s Copilot app brings AI directly to your Android and iOS devices.
    • It simplifies access to advanced AI capabilities, no longer requiring the Bing mobile app.
  2. A Suite of Smart Tools:
    • The app is packed with features like an intuitive chatbot, image generation through DALL-E 3, and text drafting for emails and documents.
    • It harnesses the power of OpenAI’s latest GPT-4 model, offering cutting-edge AI technology for free.
  3. A Standalone AI Experience:
    • Designed to be a standalone service, the Copilot app provides a unique experience akin to ChatGPT.
    • It operates with its dedicated domain, making it a focused and efficient tool.
Image credit: Microsoft

So, there you have it – Microsoft’s Copilot app is here to make your life easier with some serious AI power. If you’re on Android, give it a whirl and see how it changes your game. Stay tuned for any news on an iOS version!

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Stunningly realistic AI-generated image by Midjourney V6

Midjourney’s Latest Version 6 Update

Midjourney’s newest update, Version 6 (alpha) is creating quite a buzz in the AI image generation scene. Let’s dive into what makes V6 the talk of the town.

Meet Midjourney V6: A New Era of AI Art

Sharper, More Realistic Images: V6 isn’t just an update; it’s a game-changer. It brings to the table enhanced realism in image generation. We’re talking about visuals that blur the lines between AI art and reality.

Text Generation Game Strong: Ever wanted legible text in your AI-generated images? Well, V6 heard you. This feature adds a new layer of creativity, opening doors for more intricate and meaningful artwork.

New Prompting Method: Midjourney knows one size doesn’t fit all. That’s why V6 introduces a fresh way to prompt the AI, giving artists more control and flexibility in their creations.

Navigating V6: The Alpha Adventure

How to Access: V6 still wears its ‘alpha’ badge, which means it’s a work in progress. To get your hands on it, you’ll need to use specific commands. It’s like having an exclusive pass to the future of AI art.

What’s Missing, For Now: Every masterpiece has its initial sketches. V6 is no exception. It currently lacks some features from the previous version, but don’t worry, updates are on their way.

The Road Ahead for Midjourney

Continual Evolution: Midjourney isn’t stopping here. V6 is just the beginning. With ongoing updates and new features in the pipeline, the journey of AI art is set to reach new heights.

Rising Above Challenges: Sure, the road to innovation isn’t without hurdles. V6 steps into a competitive landscape, facing its share of legal challenges. But, it stands as a testament to the relentless evolution of AI art.

In Conclusion

Midjourney’s V6 is more than an update; it’s a statement. It’s about pushing boundaries and redefining what AI can create in the art world. As we witness this significant progression, it’s exciting to imagine what the next chapter of AI art will look like.

Stay tuned to see how Midjourney continues to revolutionize AI art, one pixel at a time! 🎨🤖

Also, check out Midjourney’s Niji here.

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Summary of Last Week's AI Developments

Last Week in AI

Welcome to this week’s edition of Last Week in AI! As always, we bring you the latest and most intriguing developments from the world of Artificial Intelligence. From groundbreaking partnerships in AI to advanced AI models transforming various industries, we’ve witnessed some fascinating progress. Let’s dive into these updates to see how AI continues to shape our world in unexpected and innovative ways.

OpenAI

ChatGPT-4, the AI model currently in use, has been observed giving shorter and less complete answers, a behavior not fully understood by OpenAI.

A developer tested this by feeding ChatGPT different dates and found that responses in December were shorter. But another researcher couldn’t replicate this with significance. So, it’s still a bit of a mystery. This whole situation shows just how unpredictable and unusual the world of large language models can be. People are still running tests, and the results aren’t clear yet.

Three key takeaways:

  1. Unexpected Behavior: Users have reported ChatGPT-4 providing brief and incomplete responses.
  2. “Winter Break Hypothesis”: A theory suggesting the AI might mimic human seasonal slowdowns, learning from its training data.
  3. AI Responsiveness: The seriousness given to this hypothesis highlights how AI models like ChatGPT-4 can respond to human-like cues.

This situation with ChatGPT-4 underscores the complexity and unpredictability of AI behavior, opening up discussions about how deeply AI models can mirror human patterns.


OpenAI & Axel Springer Partnership

Axel Springer and OpenAI have formed a partnership to enhance journalism through AI, aiming to improve ChatGPT with up-to-date, reliable news content.

Key points:

  1. Partnership Goals: They plan to use AI to improve user experience and support journalism financially.
  2. Enhanced ChatGPT: The AI will provide news summaries, even from Axel Springer’s paid content, with links to full articles.
  3. Improving Journalism: The objective is to boost the quality and financial sustainability of journalism with AI.

This partnership sounds great, but we’ve got to be cautious. Will it really be unbiased and fair in choosing news sources? And can it truly help journalism’s finances? It’s key to watch out for the balance between cool tech and keeping journalism ethical.


Google

NotebookLM is a new tool in the U.S. for those 18 and older, aimed at enhancing your thinking with AI assistance. It offers features like source-based answers, automatic summaries, and new question ideas.

Its latest update adds a note-taking space and varied formats for writing projects, all while keeping your personal data private. This AI tool is constantly evolving based on user feedback.

Key points:

  1. NotebookLM: A new AI tool for improved thinking and personal aid.
  2. Packed with features: Source grounding, summaries, and more.
  3. Respects privacy: Doesn’t use personal data, grows with user feedback.

NotebookLM’s introduction highlights a growing trend of using AI to augment human cognition, with a strong emphasis on user privacy and interactive development.


Gemini

Google’s new AI model, Gemini, comes in Ultra, Pro, and Nano versions. It’s now in Android and Bard, with Gemini Pro available via an API. This model, which supports 38 languages, is free for limited use, and it’s also on Google Cloud’s Vertex AI for more enterprise options. Developers can use Google AI Studio for easy app development with Gemini.

Key points:

  1. Gemini: Google’s versatile AI in three versions.
  2. Developer access: Free Gemini Pro via API and Google AI Studio.
  3. Enterprise integration: Available on Google Cloud for advanced use.

Gemini’s launch represents Google’s commitment to offering flexible AI solutions, catering to both developers and enterprise-level applications.


AI Test Kitchen

Google’s AI Test Kitchen is a platform where you can try out and give feedback on their newest AI tech. It features insights into generative music and its collaboration with artists in designing the Test Kitchen. There’s also a FAQ section for more on Generative AI and the platform itself.

Key points:

  1. AI Test Kitchen: A space to experience and comment on Google’s latest AI.
  2. Focus on generative music: Insights into its workings and artist collaborations.
  3. Informative: Includes FAQs about Generative AI and the Test Kitchen.

AI Test Kitchen represents Google’s effort to engage users in the development of AI technology, particularly in the creative realm of generative music.


Imagen 2

Google Cloud’s Imagen 2 on Vertex AI brings new text-to-image technology to select customers, powered by Google DeepMind.

Key points:

  1. Advanced Tech: Imagen 2 offers high-resolution, photorealistic image generation.
  2. User Adoption: Used by Snap, Shutterstock, and Canva, demonstrating its utility.
  3. Strategic Focus: Reflects Google Cloud’s commitment to cutting-edge AI and responsible use.
Imagen 2 examples with prompts
(Featured Image: © Google Cloud)

Imagen 2’s introduction on Vertex AI marks a significant advancement in AI-driven image creation, underscoring Google Cloud’s focus on innovative and ethical AI development.


Midjourney

Midjourney, renowned for its AI image generation on Discord, has unveiled an alpha version of its website, midjourney.com, broadening its service beyond Discord. It is only available now for MJ users who have generated more than 10000 images.

Midjourney Alpha in Dark Mode

Key points:

  1. Platform Development: The new site allows select users to create images online, with plans to expand access.
  2. User Interface: It features a minimalistic design and user-friendly functionalities like an “Explore” tab.
  3. Integration Limitations: Images generated on the website don’t sync with the Midjourney Discord Bot chat.

Midjourney’s website launch signifies an important expansion in AI image generation, aiming to enhance user experience and accessibility in digital creativity.


Stability.ai

Stability AI has released Stable Zero123, a new model focused on view-conditioned image generation, designed to create different views of 3D objects, enhancing our understanding of their appearance from various angles.

Key points:

  1. 3D Image Generation: Stable Zero123 excels in generating novel views of 3D objects, based on Stable Diffusion 1.5.
  2. Usage and Accessibility: Released for non-commercial and research purposes, it’s available on Hugging Face for experimentation.
  3. Technical Requirements: The model demands more resources, recommending 24GB VRAM for generating 3D objects.

Stable Zero123’s release represents a significant step in 3D image generation for research, underlining Stability AI’s commitment to advancing AI capabilities in understanding complex visuals.


Anthropic

A comprehensive guide has been released on using the “Claude for Sheets” extension, which integrates Claude AI with Google Sheets, allowing users to interact with Claude directly within spreadsheet cells.

Key points:

  1. Seamless Integration: The guide explains how to enable the Claude for Sheets extension, connect the API key, and use Claude’s functions in Google Sheets.
  2. User Guidance: Includes information on permissions, cell recalculation, and troubleshooting for effective use.
  3. Additional Resources: Provides links to prompt engineering tutorials, examples, and a Claude for Sheets workbook template.

This guide is a valuable resource for users looking to enhance their Google Sheets experience with Claude’s AI capabilities, offering both practical instructions and additional learning tools.


Mistral AI

A Paris-based startup, is making notable advancements in AI with their new model, Mixtral 8x7B, based on the Sparse Mixture of Experts architecture.

Key points:

  1. Mixtral 8x7B Introduction: This model, licensed under Apache 2.0 and available via a magnet link, competes with major models like GPT 3.5 and Llama 2 70B.
  2. Funding and Innovation: Mistral AI is well-funded and has also announced Mistral Medium, performing well on benchmarks.
  3. ‘La Plateforme’ Access: Provides API endpoint access to their models, including Mistral Tiny, Small, and Medium, offering user flexibility.
  4. Open-Source Strategy: Mistral AI’s approach to open-source models and their unique business strategy is a point of interest.
  5. Stance on EU AI Act: The company’s decision not to endorse the EU AI Act highlights its distinct perspective on AI regulation.

Mistral AI stands out in the AI field for its innovative models and strategies, potentially impacting the AI industry significantly with its focus on accessible and powerful AI.


AI News Anchors

In 2024, Channel 1 is set to become the first AI-powered news network, introducing AI-generated digital news anchors.

Key points:

  1. AI-Powered Broadcasting: Channel 1 will feature AI avatars as news anchors, offering a unique, personalized viewing experience.
  2. Sourcing and Integrity: Plans to source news from legacy outlets, freelance journalists, and AI-generated reports, raising questions about journalistic integrity.
  3. Accessibility and Innovation: The network aims for free, ad-supported streaming on various apps, reflecting a significant shift in news reporting with AI integration.

Channel 1’s launch as an AI-driven news network marks a pivotal moment in media, blending technology with journalism and prompting discussions on technology’s responsible use in news.


Tesla Optimus Reveal

Elon Musk revealed “Optimus,” a humanoid robot, at Tesla’s AI Day, positioning it as an affordable, high-volume production unit.

Key points:

  1. Humanoid Robot Development: Optimus, intended to be a useful, high-volume humanoid robot, is priced under $20,000.
  2. Functional Demonstrations: Showcased doing tasks like carrying boxes and assisting in Tesla’s factory, with potential for household and caregiving roles.
  3. Tesla’s Broader Ambitions: Discussions included Tesla’s self-driving technology and the high-speed computer Dojo, crucial for autonomous driving development.

Musk’s unveiling of Optimus underscores Tesla’s bold vision in robotics and self-driving technology, aiming to revolutionize both industries with accessible, multifunctional AI-driven solutions.

Final Thoughts

And that wraps up this week’s journey through the dynamic world of AI. From Google’s new AI model to Tesla’s humanoid robot, it’s clear that AI is not just a part of our future—it’s actively molding our present. Stay tuned for more insights and breakthroughs next week, as we continue to explore how AI is redefining boundaries and creating new possibilities across different sectors. Thanks for joining us at Last Week in AI!

If you missed last week’s update, you can check it out here.

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