🔨 AI Powered Tools 🔨 

A run down of the latest SaaS products and services which leverage AI to help you take back some time.

• MindStudio - The fastest way to build AI apps with no coding experience. Create AI workflows that automate and optimize all parts of your business.

• Gradient - For open source model fine tuning and inference made easy

• Retool - Instantly integrate AI into your apps and workflows with pre-built blocks. Use any model, securely connect business data, and ship bespoke AI tools to your business faster.

📰 News 📰 

Mistral AI Model Partnership with Microsoft

Paris-based AI startup Mistral has unveiled its new AI model, "Mistral Large," enhancing capabilities in code, math, and multilingual understanding, while also upgrading its smaller variant, Mistral Small. Celebrating a significant stride in AI, Mistral has forged a strategic partnership with Microsoft, receiving a $16 million investment and marking its presence on Azure AI as the second to offer commercial language models after OpenAI. This alliance not only introduces a new multilingual chat application, Le Chat, but also establishes Mistral's solid footprint in the AI industry, aiming to rival OpenAI's GPT-4 with its advanced models. Furthermore, Microsoft's investment secures a minor stake and a nonvoting observer seat amid recent dynamics with OpenAI, positioning Mistral for expansive growth in multilingual AI solutions.

Read More At: The Verge, VentureBeat, The Next Web

NVIDIA - RTX 500 & 1000 Ada GPUs for Mobile Users

Nvidia has unveiled the RTX 500 and 1000 Ada Generation laptop GPUs, leveraging the Ada Lovelace architecture to transform AI processing and graphics performance for mobile users. These GPUs, ideal for researchers, content creators, and engineers, offer up to 14 times the generative AI performance and double the ray-tracing capabilities of previous generations. The RTX 500 and 1000 series promise significant enhancements in AI-assisted tasks like photo editing and 3D rendering, set to be featured in forthcoming mobile workstations from Dell Technologies, HP, Lenovo, and MSI this spring, marking a significant leap in integrating AI into diverse industries.

Read More At: VentureBeat, Engadget

Accelerating Quantum Computing with AI

Google DeepMind has partnered with Quantinuum to tackle a significant challenge in quantum computing: optimizing quantum circuit design to reduce the number of T gates, which are crucial but resource-intensive. They developed AlphaTensor-Quantum, an AI model that outperforms existing solutions by reducing T gates significantly, thus saving research time. This breakthrough has potential applications in quantum chemistry and could revolutionize quantum computing efficiency.

Read More At: The Next Web

MWC Barcellona Announcements

A handful of updates and announcements from Mobile World Congress which will contribute to AI’s continued advance in 2024.

Dell's Vision for AI PCs: The Future of Computing

Dell Technologies anticipates a surge in AI PC demand, emphasizing the need for AI-capable devices. The company aims to lead in hybrid working with AI-based noise cancellation technology. Dell foresees a future where every PC is an AI PC, leveraging dedicated AI hardware like Neural Processing Units for enhanced performance.

Read More At: The Register

Qualcomm's AI Push - 7 Billion Parameter LLM on Android

Qualcomm unveils a 7 billion parameter large language model running on an Android phone at MWC, emphasizing on-device AI capabilities for privacy. The company also introduces an AI Hub for developers to access optimized models for Snapdragon hardware.

Read More At: The Register

Intel's Edge Platform and AI Innovations

Intel introduces an Edge Platform, Infrastructure Power Manager for 5G, and vRAN AI Developer Kit. The platform offers cloud-like scalability and AI support, while the power manager optimizes server power consumption. The developer kit enables telecom operators to incorporate AI features for network optimization.

Read More At: The Register

Lenovo Unveils AI-Powered PCs

Lenovo introduces AI-capable ThinkPads and a concept transparent laptop. The new models feature Intel Core Ultra processors with neural processing units for AI tasks. The ThinkBook Transparent Display Laptop integrates AI for enhanced user experience. Lenovo also showcases a multi-cloud edge architecture for AI applications like smoke detection.

Read More At: The Register

💬 Large Language Models 🗨️ 

Mistral Large Challenges GPT-4

Mistral AI, a Paris-based startup, has introduced a new language model, Mistral Large, aimed at rivaling GPT-4. Alongside, they launched Le Chat, a chat assistant in beta phase. Mistral AI, known for its quick fundraising and focus initially on open-source models, has shifted towards a paid API service model, similar to OpenAI. Their collaboration with Microsoft could expand their reach. Mistral Large offers competitive pricing and multilingual support, positioning itself as a strong competitor in the AI landscape.

Read More At: TechCrunch

Monitoring Large Language Models on AWS

Large Language Models (LLMs) in natural language processing require monitoring for safety and effectiveness. AWS offers a scalable solution using Amazon CloudWatch and AWS Lambda for real-time visibility into LLM behavior. Metrics like semantic similarity, sentiment, toxicity, and refusal ratio are crucial for monitoring LLM performance. By tracking these metrics, teams can ensure the reliability and trustworthiness of LLMs.

Read More At: AWS Machine Learning Blog

🧠 Research 🧠 

FuseChat: Knowledge Fusion of Chat Models

The paper explores the development of a new chat model by integrating the knowledge from multiple large language models (LLMs) through a process called knowledge fusion, resulting in a more efficient and robust system named FuseChat. This approach mitigates the need for expensive pre-training by utilizing existing LLMs and combines them using lightweight fine-tuning and a novel method for determining merging weights. The results demonstrate FuseChat's superiority across various chat domains, surpassing existing models like GPT-3.5 and approaching the performance of more advanced systems. The study suggests this method as a cost-effective alternative to traditional model training and opens up future research avenues for further enhancement and application of knowledge fusion techniques in chat models.

Explore the full paper on ArXiv

ChatMusician: Understanding and Generating Music Intrinsically with LLM

A novel open-source large language model (LLM) that comprehensively integrates intrinsic musical understanding and generation capabilities. Unlike previous LLMs, ChatMusician employs a text-compatible music representation, allowing it to understand and generate music using only text-based processes, significantly surpassing the musical capabilities of existing models like GPT-4 in generating structured, full-length compositions. Despite these advancements, the model predominantly generates Irish-style music, indicating a need for a broader dataset to avoid genre bias. Future research should explore expanding the dataset and enhancing the model's ability to support diverse music generation tasks.

Explore the full paper on ArXiv

Multi-LoRA Composition for Image Generation

The authors present new methods for enhancing text-to-image models using Low-Rank Adaptation (LoRA) techniques. By examining multi-LoRA composition from a decoding-centric perspective, the authors introduce two novel approaches, LORA SWITCH and LORA COMPOSITE, aimed at improving compositional image synthesis. They demonstrate the superiority of these methods over traditional LoRA merging, particularly when increasing the number of LoRAs in a composition. The research also features the establishment of ComposLoRA, a comprehensive testbed for evaluating these new methods, showcasing clear advancements in composable image generation.

Explore the full paper on ArXiv

🗞️ Other News Rollup 🗞️

AI Watermarking Overview - Prevent misuse of AI content with watermarking techniques and tools on Hugging Face Hub.

AI Sales Assistants for LatAm Companies - Darwin AI offers conversational AI for small LatAm businesses, simplifying sales processes and expanding across multiple countries.

AI Competition Framework - Microsoft unveils 'AI Access Principles' to promote competition and transparency in AI services.

AI Photo Editor Funding - Photoroom raises $43M for AI photo-editing app, plans to double employees and enhance features.

Robot Safety Concerns - UMD researchers warn against integrating language models with robots due to safety risks from adversarial attacks.

Future of Coding - Nvidia CEO predicts AI will revolutionize coding education, making everyone a programmer. Skepticism remains on AI's impact.

AI Safety Innovation - Enkrypt AI raises $2.35M for innovative generative AI safety solution, reducing vulnerabilities and accelerating adoption.

Gemini AI in Android - Google's Gemini AI to revolutionize Android devices with offline access, reshaping smartphone market.

AI Targeting Success - Pentagon uses AI for 85+ strikes in Middle East, balancing automation with human oversight for accuracy.

AI Coding Assistant - GitHub launches Copilot Enterprise, an AI assistant for businesses, enhancing productivity and enforcing best practices.

Data-Driven AI Assistant - Salesforce's Einstein Copilot enhances data interaction with conversational AI, boosting productivity and impacting enterprises. Source: VentureBeat

AI Childhood Learning - NYU researchers raised AI like a child using first-person videos, teaching it object recognition with room for improvement.

🎶 Prompts 🎶 

Prompts used to generate some of this issues images. Unless otherwise stated all images are using Dall-E and ChatGPT Plus.

That’s all for today.

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