Thoma Huynh

What is OpenAI’s ‘Strawberry Model’?

A leaked OpenAI project code-named ‘Strawberry’ is stirring excitement in the AI community. First reported by Reuters, Project Strawberry represents OpenAI’s latest endeavor in enhancing AI capabilities. While details remain scarce, insider reports suggest that this closely guarded secret project…

In-Paint3D: Image Generation using Lightning Less Diffusion Models

The advent of deep generative AI models has significantly accelerated the development of AI with remarkable capabilities in natural language generation, 3D generation, image generation, and speech synthesis. 3D generative models have transformed numerous industries and applications, revolutionizing the current…

Speed Meets Quality: How Adversarial Diffusion Distillation (ADD) is Revolutionizing Image Generation

Artificial Intelligence (AI) has brought profound changes to many fields, and one area where its impact is intensely clear is image generation. This technology has evolved from generating simple, pixelated images to creating highly detailed and realistic visuals. Among the…

Meta’s AI Ambition Stalled in Europe: Privacy Concerns Trigger Regulatory Pause

In 2023, Meta AI proposed training its large language models (LLMs) on user data from Europe. This proposal aims to improve LLMs’ capability to understand the dialect, geography, and cultural references of European users. Meta wished to expand into Europe…

DeepMind Introduces JEST Algorithm: Making AI Model Training Faster, Cheaper, Greener

Generative AI is making incredible strides, transforming areas like medicine, education, finance, art, sports, etc. This progress mainly comes from AI’s improved ability to learn from larger datasets and build more complex models with billions of parameters. Although these advancements…

AMD Strengthens AI Position with $665 Million Acquisition of Silo AI

AMD has made a big move to strengthen its position in the AI space by buying Silo AI, Europe’s largest private AI lab. The $665m deal is a key part of AMD’s AI push. Silo AI was founded in 2017…

How Microsoft is Tackling AI Security with the Skeleton Key Discovery

Generative AI is opening new possibilities for content creation, human interaction, and problem-solving. It can generate text, images, music, videos, and even code, which boosts creativity and efficiency. But with this great potential comes some serious risks. The ability of…

MARKLLM: An Open-Source Toolkit for LLM Watermarking

LLM watermarking, which integrates imperceptible yet detectable signals within model outputs to identify text generated by LLMs, is vital for preventing the misuse of large language models. These watermarking techniques are mainly divided into two categories: the KGW Family and…

Pioneering Open Models: Nvidia, Alibaba, and Stability AI Transforming the AI Landscape

Artificial intelligence (AI) is profoundly transforming the world, and innovative companies like Nvidia, Alibaba, and Stability AI are among the leaders of this transformation. These companies are making advanced models accessible to a broader audience, advancing innovation, promoting transparency, and…

Meta’s LLM Compiler: Innovating Code Optimization with AI-Powered Compiler Design

The quest for efficiency and speed remains vital in software development. Every saved byte and optimized millisecond can significantly enhance user experience and operational efficiency. As artificial intelligence continues to advance, its ability to generate highly optimized code not only…

Google’s New Open Large Language Model

Gemma 2 builds upon its predecessor, offering enhanced performance and efficiency, along with a suite of innovative features that make it particularly appealing for both research and practical applications. What sets Gemma 2 apart is its ability to deliver performance…

Google Introduces Gemma 2: Elevating AI Performance, Speed and Accessibility for Developers

Google has unveiled Gemma 2, the latest iteration of its open-source lightweight language models, available in 9 billion (9B) and 27 billion (27B) parameter sizes. This new version promises enhanced performance and faster inference compared to its predecessor, the Gemma…

Camera System Mimics Human Eye for Enhanced Robotic Vision

University of Maryland computer scientists have developed an innovative camera system that could revolutionize how robots perceive and interact with their environment. This technology, inspired by the human eye’s involuntary movements, aims to improve the clarity and stability of robotic…

Code Embedding: A Comprehensive Guide

Code embeddings are a transformative way to represent code snippets as dense vectors in a continuous space. These embeddings capture the semantic and functional relationships between code snippets, enabling powerful applications in AI-assisted programming. Similar to word embeddings in natural…

Local Generative AI: Shaping the Future of Intelligent Deployment

2024 is witnessing a remarkable shift in the landscape of generative AI. While cloud-based models like GPT-4 continue to evolve, running powerful generative AI directly on local devices is becoming increasingly viable and attractive. This local execution of generative AI…

Building LLM Agents for RAG from Scratch and Beyond: A Comprehensive Guide

LLMs like GPT-3, GPT-4, and their open-source counterpart often struggle with up-to-date information retrieval and can sometimes generate hallucinations or incorrect information. Retrieval-Augmented Generation (RAG) is a technique that combines the power of LLMs with external knowledge retrieval. RAG allows…

AI Auditing: Ensuring Performance and Accuracy in Generative Models

In recent years, the world has witnessed the unprecedented rise of Artificial Intelligence (AI), which has transformed numerous sectors and reshaped our everyday lives. Among the most transformative advancements are generative models, AI systems capable of creating text, images, music,…

Claude 3.5 Sonnet: Redefining the Frontiers of AI Problem-Solving

Creative problem-solving, traditionally seen as a hallmark of human intelligence, is undergoing a profound transformation. Generative AI, once believed to be just a statistical tool for word patterns, has now become a new battlefield in this arena. Anthropic, once an…

Oracle’s HeatWave GenAI: The Future of AI-Powered Databases

Oracle has recently announced HeatWave GenAI, a suite of generative AI capabilities integrated directly into its cloud database offering. With this release, Oracle becomes the first major player to embed large language models (LLMs) and automated vector processing within the…

Can AI Get Humans to Mars?

Mars colonization has been a hot topic lately, and not just in the pages of sci-fi novels. Some researchers believe humans could live on the Red Planet someday. Many assert that artificial intelligence will be instrumental in reaching that exciting…

AI News

EvolutionaryScale Secures $142M to Advance Generative AI in Biology

EvolutionaryScale, an artificial intelligence startup focused on biology, has announced a successful seed funding round, raising $142 million. The company aims to leverage generative AI models to drive innovation and accelerate discoveries in the field of biology. With this significant…

Hyperrealistic Deepfakes: A Growing Threat to Truth and Reality

In an era where technology evolves at an exceptionally fast pace, deepfakes have emerged as a controversial and potentially dangerous innovation. These hyperrealistic digital forgeries, created using advanced Artificial Intelligence (AI) techniques like Generative Adversarial Networks (GANs), can mimic real-life…

Top MLOps Tools Guide: Weights & Biases, Comet and More

Machine Learning Operations (MLOps) is a set of practices and principles that aim to unify the processes of developing, deploying, and maintaining machine learning models in production environments. It combines principles from DevOps, such as continuous integration, continuous delivery, and…

10 Things to Know About Claude 3.5 Sonnet

4. Vision Capabilities Reach New Heights Claude 3.5 Sonnet marks a significant advancement in AI vision capabilities, surpassing its predecessor Claude 3 Opus on standard vision benchmarks. This improvement is particularly evident in tasks requiring complex visual reasoning, such as…

Deploying Large Language Models on Kubernetes: A Comprehensive Guide

Large Language Models (LLMs) are capable of understanding and generating human-like text, making them invaluable for a wide range of applications, such as chatbots, content generation, and language translation. However, deploying LLMs can be a challenging task due to their…

The Rise of Neural Processing Units: Enhancing On-Device Generative AI for Speed and Sustainability

The evolution of generative AI is not just reshaping our interaction and experiences with computing devices, it is also redefining the core computing as well. One of the key drivers of the transformation is the need to operate generative AI…

AI in Manufacturing: Overcoming Data and Talent Barriers

Artificial Intelligence (AI) is increasingly becoming the foundation of modern manufacturing with unprecedented efficiency and innovation. Imagine production lines that adjust themselves in real time, machinery that predicts its own maintenance needs, and systems that streamline every aspect of the…

Generative AI and Robotics: Are We on the Brink of a Breakthrough?

Imagine a world where robots can compose symphonies, paint masterpieces, and write novels. This fascinating fusion of creativity and automation, powered by Generative AI, is not a dream anymore; it is reshaping our future in significant ways. The convergence of…

Understanding Sparse Autoencoders, GPT-4 & Claude 3 : An In-Depth Technical Exploration

Introduction to Autoencoders Photo: Michela Massi via Wikimedia Commons,(https://commons.wikimedia.org/wiki/File:Autoencoder_schema.png) Autoencoders are a class of neural networks that aim to learn efficient representations of input data by encoding and then reconstructing it. They comprise two main parts: the encoder, which compresses…

Harvard Neuroscientists and Google DeepMind Create Artificial Brain in Virtual Rat

In an impressive collaboration, researchers at Harvard University have joined forces with Google DeepMind scientists to create an artificial brain for a virtual rat. Published in Nature, this innovative breakthrough opens new doors in studying how brains control complex movement using advanced…

MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning

Owing to its robust performance and broad applicability when compared to other methods, LoRA or Low-Rank Adaption is one of the most popular PEFT or Parameter Efficient Fine-Tuning methods for fine-tuning a large language model. The LoRA framework employs two…

Aurora: Microsoft’s Leap Towards a Foundation AI Model for Earth’s Atmosphere

As global warming intensifies, communities worldwide are struggling with its devastating effects. The relentless rise in greenhouse gas emissions is fueling extreme weather events, devastating natural disasters, and an increase in climate-related diseases. Weather prediction systems are our first line…

Play.HT Review: More Realistic AI Voices Than ElevenLabs?

AI voice and text-to-speech generators are changing the game by providing realistic voiceovers for various applications in seconds. Gone are the days of spending hours sourcing voice actors or struggling with robotic-sounding text-to-speech software. As someone who has tested the…

Optimizing AI Workflows: Leveraging Multi-Agent Systems for Efficient Task Execution

In the domain of Artificial Intelligence (AI), workflows are essential, connecting various tasks from initial data preprocessing to the final stages of model deployment. These structured processes are necessary for developing robust and effective AI systems. Across fields such as…

SolarWinds IT Trends Report 2024: Embracing AI – A Boon or a Risk?

The 2024 SolarWinds IT Trends Report, titled “AI: Friend or Foe?“, provides a comprehensive examination of the current landscape of artificial intelligence (AI) within IT operations. Conducted in partnership with UserEvidence, the report surveyed nearly 700 IT professionals to understand…

Power of Graph RAG: The Future of Intelligent Search

As the world becomes increasingly data-driven, the demand for accurate and efficient search technologies has never been higher. Traditional search engines, while powerful, often struggle to meet the complex and nuanced needs of users, particularly when dealing with long-tail queries…

LightAutoML: AutoML Solution for a Large Financial Services Ecosystem

Although AutoML rose to popularity a few years ago, the ealy work on AutoML dates back to the early 90’s when scientists published the first papers on hyperparameter optimization. It was in 2014 when ICML organized the first AutoML workshop…

Qwen2 – Alibaba’s Latest Multilingual Language Model Challenges SOTA like Llama 3

After months of anticipation, Alibaba’s Qwen team has finally unveiled Qwen2 – the next evolution of their powerful language model series. Qwen2 represents a significant leap forward, boasting cutting-edge advancements that could potentially position it as the best alternative to…

Apple WWDC: Unleashing the Power of AI and Spatial Computing with Groundbreaking Updates

The recent Apple Worldwide Developers Conference (WWDC) showcased significant updates across Apple’s platforms, introducing new features and enhancements designed to elevate user experience and developer capabilities. The event highlighted advancements in AI, updates to various operating systems, and notable improvements…

Med-Gemini: Transforming Medical AI with Next-Gen Multimodal Models

Artificial intelligence (AI) has been making waves in the medical field over the past few years. It’s improving the accuracy of medical image diagnostics, helping create personalized treatments through genomic data analysis, and speeding up drug discovery by examining biological…

AI Set To Take Center Stage at Today’s Apple WWDC Conference

Apple’s annual Worldwide Developers Conference (WWDC) is set to take center stage today with AI expected to be the main focus. The WWDC event serves as a platform for Apple to showcase its latest software innovations and features, making it…

Deceptive AI: Exploiting Generative Models in Criminal Schemes

Generative AI, a subset of Artificial Intelligence, has rapidly gained prominence due to its remarkable ability to generate various forms of content, including human-like text, realistic images, and audio, from vast datasets. Models such as GPT-3, DALL-E, and Generative Adversarial…

LLaVA-UHD: an LMM Perceiving Any Aspect Ratio and High-Resolution Images

The recent progress and advancement of Large Language Models has experienced a significant increase in vision-language reasoning, understanding, and interaction capabilities. Modern frameworks achieve this by projecting visual signals into LLMs or Large Language Models to enable their ability to…

The Future of AI Development: Trends in Model Quantization and Efficiency Optimization

Artificial Intelligence (AI) has seen tremendous growth, transforming industries from healthcare to finance. However, as organizations and researchers develop more advanced models, they face significant challenges due to their sheer size and computational demands. AI models are expected to exceed…

The AI Mind Unveiled: How Anthropic is Demystifying the Inner Workings of LLMs

In a world where AI seems to work like magic, Anthropic has made significant strides in deciphering the inner workings of Large Language Models (LLMs). By examining the ‘brain’ of their LLM, Claude Sonnet, they are uncovering how these models…

What is NVIDIA’s Rubin Platform? The Next-Gen AI Chip Announced at Computex

In yet another big announcement at the Computex Conference in Taipei, NVIDIA CEO Jensen Huang unveiled more of the company’s plans for the future of AI computing. The spotlight shone on the Rubin AI chip platform, set to launch in…

Vijay Balasubramaniyan, Co-Founder & CEO of Pindrop – Interview Series

Vijay Balasubramaniyan is Co-Founder & CEO of Pindrop. He’s held various engineering and research roles with Google, Siemens, IBM Research and Intel. Pindrop‘s solutions are leading the way to the future of voice by establishing the standard for identity, security, and…

Supercharging Large Language Models with Multi-token Prediction

Large language models (LLMs) like GPT, LLaMA, and others have taken the world by storm with their remarkable ability to understand and generate human-like text. However, despite their impressive capabilities, the standard method of training these models, known as “next-token…

CreatorsJet Review: The Ultimate Tool for Content Creators?

If you’re a content creator or influencer, a media kit is a must for landing more brand deals. It gives potential brand collaborators an insight into your work, audience demographics, and more. I recently came across CreatorsJet, a user-friendly AI…

AI Headphones Allow You To Listen to One Person in a Crowd

In a crowded, noisy environment, have you ever wished you could tune out all the background chatter and focus solely on the person you’re trying to listen to? While noise-canceling headphones have made great strides in creating an auditory blank…