Thoma Huynh

Amazon Reports Record Q1 2024 Earnings and Launches Amazon Q Assistant

Amazon has once again surpassed expectations with its Q1 2024 earnings report. The company posted record-breaking revenue and net income figures, highlighting its continued dominance in the tech industry. Alongside the impressive financial results, Amazon also unveiled its latest innovation,…

Inside Microsoft’s Phi-3 Mini: A Lightweight AI Model Punching Above Its Weight

Microsoft has recently unveiled its latest lightweight language model called Phi-3 Mini, kickstarting a trio of compact AI models that are designed to deliver state-of-the-art performance while being small enough to run efficiently on devices with limited computing resources. At…

AI News

AI’s Inner Dialogue: How Self-Reflection Enhances Chatbots and Virtual Assistants

Recently, Artificial Intelligence (AI) chatbots and virtual assistants have become indispensable, transforming our interactions with digital platforms and services. These intelligent systems can understand natural language and adapt to context. They are ubiquitous in our daily lives, whether as customer…

Pocket-Sized Powerhouse: Unveiling Microsoft’s Phi-3, the Language Model That Fits in Your Phone

In the rapidly evolving field of artificial intelligence, while the trend has often leaned towards larger and more complex models, Microsoft is adopting a different approach with its Phi-3 Mini. This small language model (SLM), now in its third generation,…

Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models

The advancements in large language models have significantly accelerated the development of natural language processing, or NLP. The introduction of the transformer framework proved to be a milestone, facilitating the development of a new wave of language models, including OPT…

Decoder-Based Large Language Models: A Complete Guide

Large Language Models (LLMs) have revolutionized the field of natural language processing (NLP) by demonstrating remarkable capabilities in generating human-like text, answering questions, and assisting with a wide range of language-related tasks. At the core of these powerful models lies…

Can Artificial Intelligence Make Insurance More Affordable?

AI rapidly transforms industries by optimizing processes, enhancing data analytics and creating smarter, more efficient systems. Traditionally, the insurance sector determines pricing by manually analyzing various factors — including coverage type — to calculate risk and set premiums. Imagine harnessing…

AIOS: Operating System for LLM Agents

Over the past six decades, operating systems have evolved progressively, advancing from basic systems to the complex and interactive operating systems that power today’s devices. Initially, operating systems served as a bridge between the binary functionality of computer hardware, such…

Snowflake Arctic: The Cutting-Edge LLM for Enterprise AI

Enterprises today are increasingly exploring ways to leverage large language models (LLMs) to boost productivity and create intelligent applications. However, many of the available LLM options are generic models not tailored for specialized enterprise needs like data analysis, coding, and…

Microsoft Unveils Phi-3: Powerful Open AI Models Delivering Top Performance at Small Sizes

Microsoft has introduced Phi-3, a new family of small language models (SLMs) that aim to deliver high performance and cost-effectiveness in AI applications. These models have shown strong results across benchmarks in language comprehension, reasoning, coding, and mathematics when compared…

Everything You Need to Know About Llama 3 | Most Powerful Open-Source Model Yet | Concepts to Usage

Meta has recently released Llama 3, the next generation of its state-of-the-art open source large language model (LLM). Building on the foundations set by its predecessor, Llama 3 aims to enhance the capabilities that positioned Llama 2 as a significant…

FrugalGPT: A Paradigm Shift in Cost Optimization for Large Language Models

Large Language Models (LLMs) represent a significant breakthrough in Artificial Intelligence (AI). They excel in various language tasks such as understanding, generation, and manipulation. These models, trained on extensive text datasets using advanced deep learning algorithms, are applied in autocomplete…

Unveiling Meta Llama 3: A Leap Forward in Large Language Models

In the field of generative AI, Meta continues to lead with its commitment to open-source availability, distributing its advanced Large Language Model Meta AI (Llama) series globally to developers and researchers. Building on its progressive initiatives, Meta recently introduced the…

Instant-Style: Style-Preservation in Text-to-Image Generation

Over the past few years, tuning-based diffusion models have demonstrated remarkable progress across a wide array of image personalization and customization tasks. However, despite their potential, current tuning-based diffusion models continue to face a host of complex challenges in producing…

Top 10 Takeaways from Stanford’s AI Index Report 2024

The Stanford Institute for Human-Centered AI recently released the 2024 edition of its highly influential AI Index report. This comprehensive study offers an in-depth look at the current state of artificial intelligence, analyzing key trends, advancements, and challenges across various…

LoReFT: Representation Finetuning for Language Models

Parameter-efficient fine-tuning or PeFT methods seek to adapt large language models via updates to a small number of weights. However, a majority of existing interpretability work has demonstrated that representations encode semantic rich information, suggesting that it might be a…

The Rise of AI Software Engineers: SWE-Agent, Devin AI and the Future of Coding

The field of artificial intelligence (AI) continues to push the boundaries of what was once thought impossible. From self-driving cars to language models that can engage in human-like conversations, AI is rapidly transforming various industries, and software development is no…

Arlington, VA: Emerging as a New Powerhouse in AI Innovation

Arlington, VA, traditionally known for its strategic importance in government and defense, is rapidly transforming into a thriving hub for artificial intelligence (AI) innovation. This shift is propelled by a unique confluence of federal agencies, industry leaders, and a burgeoning…

Beyond Search Engines: The Rise of LLM-Powered Web Browsing Agents

In recent years, Natural Language Processing (NLP) has undergone a pivotal shift with the emergence of Large Language Models (LLMs) like OpenAI’s GPT-3 and Google’s BERT. These models, characterized by their large number of parameters and training on extensive text…

Inside DBRX: Databricks Unleashes Powerful Open Source LLM

In the rapidly advancing field of large language models (LLMs), a new powerful model has emerged – DBRX, an open source model created by Databricks. This LLM is making waves with its state-of-the-art performance across a wide range of benchmarks,…

Adobe Previews New Generative AI Tools for Video Workflows

What Are the New Generative AI Tools in Premiere Pro?  These powerful tools, designed to address common challenges and streamline the editing process, include: Generative Extend: This game-changing feature allows editors to seamlessly add frames to clips, making them longer…

Power of Rerankers and Two-Stage Retrieval for Retrieval Augmented Generation

When it comes to natural language processing (NLP) and information retrieval, the ability to efficiently and accurately retrieve relevant information is paramount. As the field continues to evolve, new techniques and methodologies are being developed to enhance the performance of…

The Current State of AI in Marketing 2024

The use of AI in marketing has changed how businesses communicate with clients. It provides personalized client experiences and can automate repetitive tasks. According to a McKinsey study, around 75% of the value AI use cases could deliver falls across…

Revolutionizing AI with Apple’s ReALM: The Future of Intelligent Assistants

In the ever-evolving landscape of artificial intelligence, Apple has been quietly pioneering a groundbreaking approach that could redefine how we interact with our Iphones. ReALM, or Reference Resolution as Language Modeling, is a AI model that promises to bring a…

POKELLMON: A Human-Parity Agent for Pokemon Battles with LLMs

Large Language Models and Generative AI have demonstrated unprecedented success on a wide array of Natural Language Processing tasks. After conquering the NLP field, the next challenge for GenAI and LLM researchers is to explore how large language models can…

Meta Unveils Next-Generation AI Training Chip, Promising Faster Performance

The race to develop cutting-edge hardware is as crucial as the algorithms themselves. Meta, the tech giant behind Facebook and Instagram, has been investing heavily in custom AI chips to bolster its competitive edge. As the demand for powerful AI…

How AI Is Improving Customer Loyalty

The role of artificial intelligence in enhancing customer loyalty is more critical than ever in today’s fiercely competitive business landscape. AI stands at the forefront of redefining how brands interact with customers. Integrating the technology into everyday processes has become…

Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

The advent of GPT models, along with other autoregressive or AR large language models har unfurled a new epoch in the field of machine learning, and artificial intelligence. GPT and autoregressive models often exhibit general intelligence and versatility that are…

Enhancing AI Transparency and Trust with Composite AI

The adoption of Artificial Intelligence (AI) has increased rapidly across domains such as healthcare, finance, and legal systems. However, this surge in AI usage has raised concerns about transparency and accountability. Several times black-box AI models have produced unintended consequences,…

From Siri to ReALM: Apple’s Journey to Smarter Voice Assistants

Since Siri’s launch in 2011, Apple has consistently been at the forefront of voice assistant innovation, adapting to global user needs. The introduction of ReALM marks a significant point in this journey, offering a glimpse into the evolving role of…

Is Character AI Safe? Understanding & Mitigating Safety and Privacy Concerns

In the modern, fast-paced era, where the world depends on AI-driven decisions, trust is paramount. Character.AI, a rising star in conversational AI, tackles this very concern. It aims to transform digital interactions into genuine experiences while prioritizing user safety. According…

Google Faces Significant Challenges and Competition as It Considers Charging for AI Search

For years, Google has dominated the online search market, with its search engine serving as the primary tool for billions of users seeking information on the web. However, the rise of AI-powered search competitors and Chatbots, such as OpenAI’s ChatGPT…

The Rise of Time-Series Foundation Models for Data Analysis and Forecasting

Time series forecasting plays a vital role in crucial decision-making processes across various industries such as retail, finance, manufacturing, and healthcare. However, compared to domains like natural language processing and image recognition, the integration of advanced artificial intelligence (AI) techniques…

Stability AI Unveils Stable Audio 2.0: Empowering Creators with Advanced AI-Generated Audio

Stability AI has once again pushed the boundaries of innovation with the release of Stable Audio 2.0. This cutting-edge model builds upon the success of its predecessor, introducing a host of groundbreaking features that promise to revolutionize the way artists…

GPU Data Centers Strain Power Grids: Balancing AI Innovation and Energy Consumption

In today’s era of rapid technological advancement, Artificial Intelligence (AI) applications have become ubiquitous, profoundly impacting various aspects of human life, from natural language processing to autonomous vehicles. However, this progress has significantly increased the energy demands of data centers…

Hailo Revolutionizes Edge AI with Launch of Powerful Hailo-10 Accelerator and Secures $120 Million Funding

In a significant advancement for edge computing, Hailo, a trailblazer in edge AI processors, has successfully completed a new funding milestone of $120 million, propelling its total investment to over $340 million. This financial boost coincides with the debut of…

From Static Slides to Smart Speeches: The Rise of AI-Powered Presentations

In the age of information overload, capturing and keeping an audience’s attention is a challenge. Public speaking is undergoing a revolution, and at the forefront is artificial intelligence (AI). From crafting compelling content to analyzing delivery, AI is transforming the…

InstructIR: High-Quality Image Restoration Following Human Instructions

An image can convey a great deal, yet it may also be marred by various issues such as motion blur, haze, noise, and low dynamic range. These problems, commonly referred to as degradations in low-level computer vision, can arise from…

MoE-LLaVA: Mixture of Experts for Large Vision-Language Models

Recent advancements in Large Vision Language Models (LVLMs) have shown that scaling these frameworks significantly boosts performance across a variety of downstream tasks. LVLMs, including MiniGPT, LLaMA, and others, have achieved remarkable capabilities by incorporating visual projection layers and an…

Gartner Data & Analytics Summit São Paulo: Mercado Livre’s AI and Data Democratization in Brazil

I had the opportunity to attend the Gartner Data & Analytics Summit in São Paulo, Brazil, from March 25-27. The conference brought together industry leaders, experts, and practitioners to discuss the latest trends, strategies, and best practices in data and…

RAFT – A Fine-Tuning and RAG Approach to Domain-Specific Question Answering

As the applications of large language models expand into specialized domains, the need for efficient and effective adaptation techniques becomes increasingly crucial. Enter RAFT (Retrieval Augmented Fine Tuning), a novel approach that combines the strengths of retrieval-augmented generation (RAG) and…

TacticAI: Leveraging AI to Elevate Football Coaching and Strategy

Football, also known as soccer, stands out as one of the most widely enjoyed sports globally. Beyond the physical skills displayed on the field, it’s the strategic nuances that bring depth and excitement to the game. As former German football…

AI vs Humans: Stay Relevant or Face the Music

Artificial Intelligence (AI) has emerged as a transformative force, shaping industries and challenging traditional notions of work and human relevance. AI has come a long way since its beginnings in the mid-20th century. Back then, people dreamed of what it…

How to Identify Deepfake Videos Like a Fact-Checker

Deepfakes are synthetic media where an individual replaces a person’s likeness with someone else’s. They’re becoming more common online, often spreading misinformation around the world. While some may seem harmless, others can have malicious intent, making it important for individuals…

How Do Different Generations View Artificial Intelligence?

AI affects everyone today. Because it’s so prevalent, people will have strong feelings about it, both positive and negative. Understanding these views is important when determining where AI could go from here and how businesses should approach it. Of course,…

BlackMamba: Mixture of Experts for State-Space Models

The development of Large Language Models (LLMs) built from decoder-only transformer models has played a crucial role in transforming the Natural Language Processing (NLP) domain, as well as advancing diverse deep learning applications including reinforcement learning, time-series analysis, image processing,…

DynamiCrafter: Animating Open-domain Images with Video Diffusion Priors

Computer vision is one of the most exciting and well-researched fields within the AI community today, and despite the rapid enhancement of the computer vision models, a longstanding challenge that still troubles developers is image animation. Even today, image animation…

A Full Guide to Fine-Tuning Large Language Models

Large language models (LLMs) like GPT-4, LaMDA, PaLM, and others have taken the world by storm with their remarkable ability to understand and generate human-like text on a vast range of topics. These models are pre-trained on massive datasets comprising…

New Neural Model Enables AI-to-AI Linguistic Communication

In a significant leap forward for artificial intelligence (AI), a team from the University of Geneva (UNIGE) has successfully developed a model that emulates a uniquely human trait: performing tasks based on verbal or written instructions and subsequently communicating them…

AI Learns from AI: The Emergence of Social Learning Among Large Language Models

Since OpenAI unveiled ChatGPT in late 2022, the role of foundational large language models (LLMs) has become increasingly prominent in artificial intelligence (AI), particularly in natural language processing (NLP). These LLMs, designed to process and generate human-like text, learn from…