News/AI Models
A New Chinese Open-Source AI Is Giving Siri and Alexa a Run for Their Money
LLaMA-Omni, a new AI model developed by researchers at the Chinese Academy of Sciences, is poised to revolutionize how we interact with digital assistants by enabling real-time speech interaction with large language models (LLMs). Breakthrough in voice AI technology: LLaMA-Omni processes spoken instructions and generates both text and speech responses simultaneously, with latency as low as 226 milliseconds. Built on Meta's open-source Llama 3.1 8B Instruct model, LLaMA-Omni supports high-quality speech interactions. The system's low latency rivals human conversation speed, making it a potential game-changer for voice-enabled AI applications. Researchers highlight the growing demand for voice-enabled AI across various sectors,...
read Sep 11, 2024AI-Generated Tribute to Czech Composer Dvořák’s Showcases in Washington
AI-Powered Tribute to Dvořák Debuts in Washington, DC: Refik Anadol's innovative "data painting" honoring Czech composer Antonín Dvořák has made its US premiere at the Kennedy Center for the Performing Arts. The artistic vision: Dvořák Dreams (2023) is a captivating blend of AI-generated imagery and sound, designed to celebrate the composer's life and legacy through cutting-edge technology. The installation features a 60-minute loop of curated, pre-recorded projections displayed on a 32ft square screen in the Kennedy Center's Reach Plaza. Viewers are treated to mesmerizing waves of color that dissolve and reform, interspersed with representational imagery related to Dvořák's life and...
read Sep 11, 2024AI-Powered You.com Raises $50M to Transform Collaborative Work
AI-powered productivity platform You.com has secured $50 million in Series B funding, propelling its mission to revolutionize collaborative work and problem-solving through advanced artificial intelligence. Funding milestone: You.com's latest investment round brings its total funding to $99 million, signaling strong investor confidence in the company's AI-driven approach to productivity. The Series B round was led by Georgian, with participation from notable tech industry players including Salesforce Ventures, NVIDIA, Gen Digital, SBVA, DuckDuckGo, and Day One Ventures. This diverse group of investors suggests broad recognition of You.com's potential to disrupt traditional productivity tools and search paradigms. Platform capabilities: You.com offers a...
read Sep 11, 2024Mistral AI Unveils Pixtral 12B, Its First Multimodal AI Model
Mistral AI expands into multimodal AI: Mistral AI, the French AI startup, has released Pixtral 12B, its first multimodal AI model combining language and vision processing capabilities. The model is not yet available on the public web, but its source code can be downloaded from Hugging Face or GitHub for testing on individual instances. Mistral initially released the model through a torrent link, continuing its unconventional approach to AI model releases. Sophia Yang, head of developer relations at Mistral, announced that the model will soon be available through the company's web chatbot and La Platforme API. Key features of Pixtral...
read Sep 11, 2024AI Model Merging Boosts Capabilities, Raises New Challenges
The rise of merged AI models: Researchers and developers are exploring ways to combine multiple generative AI systems, aiming to create more capable and versatile artificial intelligence. This emerging trend seeks to leverage the strengths of different models, such as merging text-focused systems with those specializing in mathematical computations. The goal is to develop AI that can handle a broader range of tasks and domains more effectively than single-purpose models. Key approaches to AI model merging: Several methods are being employed to combine the capabilities of different AI systems, each with its own advantages and challenges. The output combiner approach...
read Sep 11, 2024Here’s What We Know About the Imminent Release of OpenAI’s ‘Strawberry’
OpenAI's "Strawberry" model: A new approach to AI reasoning: OpenAI is set to launch a new AI model, codenamed "Strawberry," within the next two weeks, bringing a novel approach to AI-generated responses. Strawberry is designed to "think" before responding, taking 10-20 seconds to process queries and generate more thoughtful and accurate answers. The model is expected to excel in areas requiring complex reasoning, such as solving math problems, coding, and generating detailed business strategies. Strawberry will be integrated into the ChatGPT platform but will likely function as a standalone option with its own pricing structure. Key features and limitations: While...
read Sep 11, 2024AI Model Chai-1 Aims to Transform Drug Discovery with Molecular Predictions
Breakthrough in molecular structure prediction: Chai Discovery has unveiled Chai-1, a cutting-edge multi-modal foundation model that advances the field of molecular structure prediction for drug discovery and biological research. Chai-1 achieves state-of-the-art performance across various tasks relevant to drug discovery, including protein, small molecule, DNA, and RNA structure prediction. The model demonstrates superior performance on benchmarks such as PoseBusters and CASP15, outperforming existing tools like AlphaFold3 and ESM3-98B in certain aspects. Unlike many current tools, Chai-1 can operate effectively without relying on multiple sequence alignments (MSAs), maintaining high performance even in single sequence mode. Versatility and innovation: Chai-1 stands out...
read Sep 11, 2024Reflection 70B Developer Breaks Silence on Fraud Accusations
The big picture: Matt Shumer, CEO of OthersideAI, faces accusations of fraud following the release of Reflection 70B, a large language model that failed to replicate its initially claimed performance in independent tests. Shumer introduced Reflection 70B on September 5, 2024, claiming it was "the world's top open-source model" based on impressive benchmark results. Independent evaluators quickly challenged these claims, unable to reproduce the reported performance and raising concerns about the model's authenticity. The controversy has sparked discussions about transparency, validation processes, and ethical considerations in AI model development and release. Timeline of events: The Reflection 70B saga unfolded rapidly,...
read Sep 11, 2024Facebook Admits to Scraping Australians’ Photos, Posts to Train AI
Facebook's massive data collection for AI training: The social media giant has confirmed it is scraping public data from all Australian adult users on its platform to train AI models, without offering an opt-out option. Facebook is collecting public photos, posts, and other data from Australian adult users' accounts dating back to 2007 for AI training purposes. The company initially denied this practice but later confirmed it when pressed during an inquiry. Data from users under 18 is not scraped, but public photos of children posted on adult accounts are included in the collection. Discrepancy in user privacy options: Facebook...
read Sep 10, 2024Arcee AI Launches SuperNova, A 70B AI Model for Enterprise Data Control
SuperNova, a new 70 billion parameter language model designed for enterprise deployment, has been unveiled by Arcee AI. This model aims to provide a customizable, instruction-adherent alternative to cloud-based AI services, addressing key enterprise concerns such as data privacy, model stability, and customization. Technical innovations and development process: SuperNova is built on Meta's Llama-3.1-70B-Instruct architecture and employs a novel post-training process to enhance its capabilities. The development involved training three models simultaneously, including one distilled from Llama 405B and another trained with Arcee's EvolKit-generated dataset. A proprietary merging technique combines the strengths of these models, resulting in advanced instruction-following capabilities....
read Sep 10, 2024DeepSeek-V2.5 Advances Open-Source AI With Powerful Language Model
Breakthrough in open-source AI: DeepSeek, a Chinese AI company, has launched DeepSeek-V2.5, a powerful new open-source language model that combines general language processing and advanced coding capabilities. DeepSeek-V2.5 was released on September 6, 2024, and is available on Hugging Face with both web and API access. The model is optimized for writing, instruction-following, and coding tasks, introducing function calling capabilities for external tool interaction. It outperforms its predecessors in several benchmarks, including AlpacaEval 2.0 (50.5 accuracy), ArenaHard (76.2 accuracy), and HumanEval Python (89 score). In internal Chinese evaluations, DeepSeek-V2.5 surpassed GPT-4o mini and ChatGPT-4o-latest. Expert recognition and praise: The new...
read Sep 10, 2024Harrison.ai Launches AI Radiology Model That Matches Expert Human Performance
Breakthrough in radiology AI: Harrison.ai has introduced Harrison.rad.1, a new radiology-specific foundational model that outperforms other AI models and matches human radiologist performance on key exams. Exceptional exam performance: Harrison.rad.1 has demonstrated remarkable capabilities in radiology certification exams, setting it apart from other AI models in the field. The model scored 85.67% (51.4 out of 60) on the Fellowship of the Royal College of Radiologists (FRCR) 2B Rapids exam, a challenging certification for radiologists. This score is comparable to the average performance of human radiologists who have previously passed the exam (84.8%). Competing AI models from OpenAI, Microsoft, Anthropic, and...
read Sep 10, 2024OpenAI Just Released 2 New Sora Videos with Stunning Human Realism
OpenAI's Sora AI video model continues to impress with new showcase videos, highlighting its advanced capabilities in character consistency and realistic motion while stoking anticipation for its public release. Cutting-edge demonstrations: OpenAI has unveiled two new 'Sora Showcase' videos on YouTube, created by professional artists, that exhibit the remarkable capabilities of their unreleased AI video generation model, Sora. The videos showcase Sora's ability to maintain character consistency and produce realistic motion, though some minor inconsistencies are present. One video by Singaporean artist Niceaunties explores the theme of aging, while British Korean artist David Sheldrick's creation focuses on fashion and modeling....
read Sep 9, 2024Why Some Analysts Think This iPhone ‘Supercycle’ May Not Be So Super
Apple unveils AI-powered iPhone 16 lineup: The tech giant's latest smartphone release features advanced artificial intelligence capabilities, sparking debates about its potential to drive a new sales "supercycle." The big picture: Apple's introduction of the iPhone 16 and iPhone 16 Pro, dubbed the "AI iPhone," has ignited discussions among industry analysts about the potential for unprecedented sales growth. Some experts predict these new models will usher in an extended period of robust sales, potentially surpassing previous records. The inclusion of AI features is seen as a key differentiator, with Apple claiming enhanced intelligence and security compared to competitors' offerings. However,...
read Sep 9, 2024Google Just Dropped 3 New Experimental Gemini AI Models
Google unveils enhanced Gemini AI models: The tech giant has introduced three new experimental Gemini models, showcasing improved performance and capabilities across various domains. Key model updates: Google's latest release includes a smaller Gemini 1.5 Flash-8B variant, an upgraded Gemini 1.5 Pro model, and a significantly enhanced Gemini 1.5 Flash model. The Gemini 1.5 Flash model has demonstrated substantial performance gains, positioning it as a top choice for developers according to Logan Kilpatrick, product lead for Google AI Studio. Gemini 1.5 Pro exhibits improvements in areas such as math, coding, and handling complex prompts. Both new models boast an impressive...
read Sep 9, 2024AI Model Sparks Fraud Allegations as Benchmark Claims Unravel
AI model controversy erupts: The release of Reflection 70B, touted as the world's top open-source AI model, has sparked intense debate and accusations of fraud within the AI research community. HyperWrite, a small New York startup, announced Reflection 70B as a variant of Meta's Llama 3.1 large language model (LLM) on September 6, 2024. The model's impressive performance on third-party benchmarks was initially celebrated but quickly called into question. Performance discrepancies emerge: Independent evaluators have failed to reproduce the claimed benchmark results, raising doubts about Reflection 70B's capabilities and origins. Artificial Analysis, an independent AI evaluation organization, reported that their...
read Sep 9, 2024IBM Launches TinyTimeMixer, an AI Model for Time Series Forecasting
IBM's innovative approach to generative AI forecasting: IBM has developed a new model called TinyTimeMixer (TTM) that incorporates time-based data to improve forecasting accuracy in generative AI applications. TTM is an open-source, lightweight pre-trained time series foundation model (TSFM) based on IBM's Granite foundation model. The model uses a patch-mixer architecture to learn context and correlations across time and multiple variables. Unlike language and vision-based foundation models, TSFMs utilize values associated with local temporal patches to learn temporal patterns. Key differences between TSFMs and traditional foundation models: Time Series Foundation Models (TSFMs) offer unique advantages in handling time-stamped data and...
read Sep 8, 2024Novel Experiment Demonstrates That Advanced Doesn’t Always Mean Better AI
Chatbot interaction experiment reveals LLM vulnerabilities: A recent experiment explored how an advanced language model (LLM) chatbot based on Llama 3.1 interacts with simpler text generation bots, uncovering potential weaknesses in LLM-based applications. Experimental setup and bot types: The study employed four distinct simple bots to engage with the LLM chatbot, each designed to test different aspects of the LLM's response capabilities. A repetitive bot that consistently asked about cheese on cheeseburgers, testing the LLM's reaction to monotonous queries A random fragment bot that sent snippets from Star Trek scripts, simulating nonsensical inputs A bot generating random questions to assess...
read Sep 7, 2024New AI Video Tool Recreates (Glitchy Version) of Super Mario Bros
AI's foray into game recreation: MarioVGG takes on Super Mario Bros.: A new AI model called MarioVGG, developed by Virtuals Protocol, demonstrates the potential for artificial intelligence to recreate classic video games based on simple prompts, albeit with significant limitations. Training and capabilities: MarioVGG's development represents a significant effort in AI-assisted game recreation, showcasing both the progress and current limitations in this field. The model was trained on an extensive dataset of over 737,000 frames of Super Mario Bros. gameplay footage, providing it with a comprehensive visual understanding of the game. MarioVGG's current capabilities are limited to two basic actions:...
read Sep 7, 2024Infinity AI Creates Lifelike Video Characters from Single Images
Groundbreaking AI video generation: Infinity AI has developed a revolutionary foundation video model capable of creating lifelike AI characters that can speak and move naturally. The model, trained for approximately 11 GPU years at a cost of around $500,000, represents a significant advancement in AI-generated video technology. Users can generate videos up to 30 seconds long using a single image input, along with audio and other conditioning signals. The technology has potential applications in entertainment, education, and personalized content creation. Key features and capabilities: The Infinity AI model demonstrates impressive versatility and realism in generating human-like video content. The system...
read Sep 7, 2024How Google’s Prompt Poet Can Supercharge Your LLM App Development
Revolutionizing AI interactions: Google's Prompt Poet, developed by recently acquired Character.ai, is simplifying advanced prompt engineering and making few-shot learning more accessible for large language model (LLM) applications. Key features of Prompt Poet: Offers a user-friendly, low-code template system for managing context effectively Seamlessly integrates external data to ground LLM responses in real-world contexts Utilizes YAML and Jinja2 templates for creating complex, dynamic prompts Simplifies the implementation of few-shot learning techniques Understanding few-shot learning: This technique allows for rapid customization of LLMs without the need for complex and expensive model fine-tuning. Involves providing the AI with a handful of examples...
read Sep 7, 2024Try The ‘Self-Ask’ Technique Next Time You Have a Complicated Task for AI Chatbots
The self-ask prompting technique: A new approach to AI problem-solving: Self-ask is an advanced prompting strategy that instructs generative AI to solve problems using an internal question-and-answer method, making the problem-solving process visible and potentially improving accuracy and reasoning. Building on chain-of-thought: The self-ask technique extends the chain-of-thought (CoT) approach by explicitly directing AI to identify and answer relevant sub-questions, leading to a more structured problem-solving process. This method encourages the AI to break down complex problems into manageable steps, potentially improving its ability to handle multi-faceted queries. By making the AI's reasoning process visible, self-ask offers greater transparency into...
read Sep 7, 2024How to Use HuggingFace’s ‘TGI’ to Deploy LLMs at Scale
Revolutionizing LLM deployment: Text Generation Inference (TGI) by HuggingFace emerges as a powerful solution for deploying Large Language Models (LLMs) in production environments, offering significant advantages in cost, privacy, and customization. The big picture: Adyen's adoption of TGI for their internal Generative AI platform highlights the growing importance of efficient LLM inference solutions in enterprise settings. TGI provides substantial cost savings compared to cloud-based alternatives, making it an attractive option for companies looking to optimize their AI infrastructure. Enhanced data privacy is a key benefit, allowing organizations to maintain control over sensitive information processed by LLMs. The flexibility for customization...
read Sep 7, 2024Capx AI Launches 8B-Parameter Multimodal Vision Model
Groundbreaking multimodal AI model unveiled: Capx AI has released Llama-3.1-vision, an 8 billion parameter Vision model that combines Meta AI's Llama 3.1 8B language model with the SigLIP vision encoder. The model, released under the Apache 2.0 License, is designed to excel in instruction-following tasks and create rich visual representations. Built upon BAAI's Bunny repository, the architecture consists of a vision encoder, a connector module, and a language model. The model leverages Low-Rank Adaptation (LoRA) for efficient training on limited computational resources. Innovative two-stage training approach: The development process involved a pretraining stage to align visual and text embeddings, followed...
read