Large Language Models (LLMs) have emerged as influential tools in the rapidly evolving fields of Artificial Intelligence (AI), Natural Language Processing (NLP), and Natural Language Generation (NLG). Their wide-ranging applicability spans across diverse industries, necessitating multifaceted integration of text, image, and sound to design intricate models, optimized for versatile input sources.
Recognizing this need, Fireworks.ai has…
Google DeepMind researchers have developed a novel method, SPARse Fine-grained Contrastive Alignment (SPARC), to enhance fine-grained image-text pairs pre-training. The models, CAPR, ALIGN, and other equivalent systems rely heavily on extensive online data to study general visual representations while supervised by texts. However, SPARC outperforms them by grouping images patches that correspond to words in…
Artificial Intelligence is infiltrating various technologies including phones, planes, and automobiles, and most recently, Google's Chrome browser that now hosts new AI-driven features. One remarkable introduction is the Tab Organizer, an AI tool enabling efficient tab management. Perfect for multitaskers, the feature groups related tabs, simplifying processes like online shopping, planning trips, or extensive online…
The UK's National Cyber Security Centre (NCSC) has released a report outlining the potential of Artificial Intelligence (AI) shaping the future of cybersecurity. The assessment forecast the implications of AI on the cyber threat landscape for the subsequent two years, following discussions at the Bletchley AI Safety Summit in November 2023.
AI is serving dual roles…
Artificial Intelligence (AI) has undergone a dramatic revolution, largely propelled by groundbreaking progress in deep learning. Neural networks, which learn through self-supervision, are the drivers behind this shift, supported further by purpose-built hardware. The resulting advancements have catalyzed game-changing leaps in fields such as machine translation, natural language comprehension, information retrieval, recommender systems, and computer…
The einx Python library provides a novel approach to conducting complex tensor operations using Einstein notation. Taking inspiration from einops, einx stands out with its high-function, entirely composable design. The library utilizes []-notation for expressive tensor expressions. Built by researchers, einx is a versatile mechanism for efficient tensor manipulations and is applicable across multiple domains.
Einx…
Loneliness has become a worldwide issue, leading more people to depend on AI companions to fill the gap of human interaction. Stanford University researchers have found that chats with these AI companions may be beneficial to students' mental health. These cash-strapped students facing campus life and an uncertain future often experience stress or mental health…
Google Research has unveiled Lumiere, a cutting-edge text-to-video diffusion model that brings to life extraordinarily realistic videos from prompts of text or image. Although there has been remarkable progress in the generation of still images by tools such as Midjourney and DALL-E, text-to-video models have not quite reached the same level until recently.
Until the…
Google Research recently launched Lumiere, a breakthrough text-to-video diffusion model which produces highly realistic videos from textual or image prompts. In comparison to earlier text-to-video (TTV) models from Pika Labs or Stable Video Diffusion, Lumiere marks a significant progression in the generation of TTV content, particularly with regard to spatial and temporal uniformity.
Lumiere boasts a…
OpenAI’s statement to the UK House of Lords, that creating AI tools without using copyrighted material is “impossible,” has sparked an intense debate surrounding copyright’s interaction with AI. Authors, writers, and media outlets such as the New York Times have taken legal action against OpenAI, Microsoft, Stability AI, Anthropic, Google, and Midjourney, amongst others.
It…
Be excited! Researchers from MIT CSAIL have recently unveiled a groundbreaking study that examines the intersection of language models and visual understanding. This innovative research explores an uncharted area, probing the extent to which models designed for text processing can generate and recognize visual concepts.
The core issue addressed by the study is assessing the…
OpenAI’s statement to the UK House of Lords, that creating AI tools without using copyrighted material is “impossible,” has sparked an intense debate surrounding copyright’s interaction with AI. Authors, writers, and media outlets such as the New York Times have taken legal action against OpenAI, Microsoft, Stability AI, Anthropic, Google, and Midjourney, amongst others.
It…