AI Tech News

BrainChip has introduced the second-generation Akida platform, a breakthrough in Edge AI that provides edge devices with powerful processing capabilities and reduces dependence on the cloud. The platform features Temporal Event-Based Neural Network (TENN) acceleration and optional vision transformer hardware, improving performance and reducing computational load. BrainChip has initiated an “early access” program for the […] ➡️➡️➡️

Researchers from Meta have introduced Retrieval-Augmented Dual Instruction Tuning (RA-DIT), a lightweight fine-tuning methodology to equip large language models (LLMs) with efficient retrieval capabilities. RA-DIT operates through two stages, optimizing the LLM’s use of retrieved information and refining the retriever’s results. It outperforms existing models in knowledge-intensive zero and few-shot learning tasks, showcasing its effectiveness […] ➡️➡️➡️

Large Language Models (LLMs) are revolutionizing natural language processing by leveraging vast amounts of data and computational resources. The capacity to process long-context inputs is a crucial feature for these models. However, accessible solutions for long-context LLMs have been limited. A new Meta research presents an approach to constructing long-context LLMs that outperform existing open-source […] ➡️➡️➡️

The text discusses the challenges in building Large Multimodal Models (LMMs) due to the disparity between multimodal data and text-only datasets. The researchers present LLaVA-RLHF, a vision-language model trained for enhanced multimodal alignment. They adapt the Reinforcement Learning from Human Feedback (RLHF) paradigm to fine-tune LMMs and address the problem of hallucinatory outputs. Their strategy […] ➡️➡️➡️

The increasing presence of AI models in our lives has raised concerns about their limitations and reliability. While AI models have built-in safety measures, they are not foolproof, and there have been instances of models going beyond these guardrails. To address this, companies like Anthropic and Google DeepMind are developing AI constitutions, which are sets […] ➡️➡️➡️

The past few months have seen a reduction in the size of generative models, making personal assistant AI enabled through local computers more accessible. To experiment with different models before using an API model, you can find a variety of models on HuggingFace. Look for models that have been downloaded and liked by many users […] ➡️➡️➡️

The QWEN series of large language models (LLMs) has been introduced by a group of researchers. QWEN consists of base pretrained language models and refined chat models. The models demonstrate outstanding performance in various tasks, including coding and mathematics. They outperform open-source alternatives and have the potential to transform the field of AI. ➡️➡️➡️

Action recognition is the process of identifying and categorizing human actions in videos. Deep learning, especially convolutional neural networks (CNNs), has greatly advanced this field. However, challenges in extracting relevant video information and optimizing scalability persist. A research team from China proposed a method called the frame and spatial attention network (FSAN), which leverages improved […] ➡️➡️➡️

The UK’s Information Commissioner’s Office (ICO) is investigating Snapchat’s AI chatbot, “My AI,” for potential privacy risks to its younger users. The ICO expressed concerns about Snapchat overlooking the privacy dangers the chatbot may pose to children. While it hasn’t concluded if a formal enforcement notice will be issued, the ICO suggested that “My AI” […] ➡️➡️➡️

Transformers have revolutionized generative tasks in artificial intelligence, allowing machines to creatively imagine and create. This article explores the advanced applications of transformers in generative AI, highlighting their significant impact on the field. ➡️➡️➡️

The latest advancements in AI and machine learning have shown the effectiveness of large-scale learning from varied datasets in developing AI systems. Despite challenges in collecting comparable datasets for robotics, a team of researchers has proposed X-embodiment training, inspired by pretrained models in vision and language. They have shared the Open X-Embodiment (OXE) Repository, which […] ➡️➡️➡️

Generative AI has transformed healthcare by improving patient experience through various applications. These include personalized treatment plans, synthetic patient data for research, enhanced medical imaging, tailored educational materials, virtual health assistants, and accelerated drug discovery. However, addressing potential risks like bias and security issues is crucial for maximizing the benefits of Generative AI in healthcare. ➡️➡️➡️

Researchers from the University of Illinois Urbana-Champaign and Google have introduced the Implicit Self-Improvement (PIT) framework, which enhances the performance of Large Language Models (LLMs) by allowing them to learn improvement goals from human preference data. PIT has demonstrated superior performance in improving LLM response quality compared to prompting strategies. This framework shows promise in […] ➡️➡️➡️

AI is revolutionizing the realm of literature by generating beautiful poetry and captivating stories using algorithms. This fusion of artistry and technology is pushing the boundaries of creativity. Read about the evolution of AI-generated poetry and literature in the article “Words Unveiled” on Analytics Vidhya. For more information, visit the website ITinAI.com or follow @itinaicom […] ➡️➡️➡️

Microsoft Fabric is a new solution that aims to enhance our relationship with technology. This article discusses its features, benefits, and suitable users, providing a guide on when and how to utilize it. ➡️➡️➡️

OpenAI has released DALL-E 3, an update to its AI text-to-image platform. It can generate readable text in images, accurately depict historical figures and celebrities, and integrates with ChatGPT. Accessing DALL-E 3 for free requires signing in to Bing Image Creator and entering a prompt. The article also provides 20 use cases and prompts for […] ➡️➡️➡️

ChatGPT’s internet access feature, ‘Browse With Bing,’ opens up new possibilities for using the AI tool. It can speed up research, analyze academic documents, plan activities based on weather and events, detect trends and consumer behavior, generate up-to-date content, perform stock market analysis, and provide real-time feedback. To stay competitive, subscribe to WGMI’s newsletter for […] ➡️➡️➡️

The article discusses the concept of budget optimization using the example of a fruit salad. It explains how to use a methodical approach to make the most of a limited budget while maintaining the enjoyment and satisfaction of the fruit salad. The article also includes Python code for visualizing the problem and solving the optimization […] ➡️➡️➡️

MIT and Harvard researchers have developed a groundbreaking computational approach to efficiently identify optimal genetic perturbations for cellular reprogramming. Their method leverages cause-and-effect relationships within the genome to reduce the number of experiments needed. The approach outperformed existing algorithms and could be applied to various fields beyond genomics. The innovation offers a more cost-effective and […] ➡️➡️➡️

OpenAI is reportedly exploring the possibility of manufacturing its own processing chips to address the global shortage of these components. The company is considering options including acquiring a chip-making company and increasing its collaboration with primary chip supplier NVIDIA. The chip scarcity has caused delays in OpenAI’s projects, prompting them to consider internal chip production. […] ➡️➡️➡️