CodeMaker AI Breakthrough in Software Development: Achieves 91% Accuracy in Recreating 90,000 Lines of Code, Setting a New Benchmark for AI-driven code Generation and Fine-Tuned Model

Recent research has focused on artificial multimodal representation learning, particularly in the integration of tactile perception. Touch-vision-language (TVL) dataset and benchmark have been introduced by UC Berkeley, Meta AI, and TU Dresden, aiming to advance touch…

The year 2023 saw significant developments in the Generative AI landscape, marked by the release of multiple LLMs and the emergence of LLMOps. While there were challenges in production, it was a year of experimentation and…

Google has introduced a new grammar correction feature in its search engine called EdiT5. This feature addresses the challenges of complex grammatical error correction by using a text editing approach. It reduces latency by minimizing decoding…

A team from DGIST has developed an image translation model that can reduce data biases in AI models. The model uses spatial self-similarity loss and texture co-occurrence to generate high-quality images with consistent content and similar…

The UK is set to host EmTech Digital, a conference that will gather top AI minds in Europe. From mapping AI innovation to discussing the AI Act’s impacts on regulations, the conference promises insightful sessions. With…

The text discusses the progress in diffusion models (DMs) in the context of Artificial Intelligence and Machine Learning. It highlights the lack of understanding of the latent space and its impact on outputs, while also detailing…

Researchers have created a robotic sensor with AI that can read braille at double the speed of human readers.

Video-Language Representation Learning Video-Language Representation Learning connects videos with their text descriptions. It is useful in areas like question answering, text retrieval, and summarization. A key technique in this field is contrastive learning, which helps networks…

UK and US cyber security agencies have developed guidelines to enhance the security of AI systems. The guidelines focus on secure design, development, deployment, and operation, aiming to prevent cybercriminals from hijacking AI and accessing sensitive…

This article discusses various methods for debugging chained operations in Pandas. It introduces three functions that can be used for debugging: pdbreakpoint(), pdhead(), and pddo(). The pdbreakpoint() function allows you to add a typical breakpoint to…

Practical AI Solutions in the Medical Field Enhancing Medical Responses with Large Language Models (LLMs) Large Language Models (LLMs) are revolutionizing clinical and medical fields by providing capabilities to supplement or replace doctors’ work. They offer…

KaLM-Embedding: A Cutting-Edge Multilingual Model Multilingual applications are crucial in natural language processing (NLP). Effective embedding models are necessary for tasks like retrieval-augmented generation. However, many existing models face challenges such as poor training data quality…

DéjàVu, a revolutionary Machine Learning system, maximizes Large Language Model (LLM) efficiency and fault tolerance. By separating prompt processing and token generation, optimizing GPU utilization, and implementing state replication, DéjàVu significantly outperforms existing systems. Demonstrating up…

Releasing the weights of a large language model (LLM) allows for fine-tuning and bypassing guardrails. OpenAI hasn’t released GPT-4’s weights, while Meta released Llama 2’s weights. MIT researchers highlighted the risks of releasing weights, as demonstrated…

Advancing Theorem Proving with Synthetic Proof Data Overview Proof assistants like Lean, Isabelle, and Coq ensure high accuracy in mathematical proofs, addressing the growing complexity of modern mathematics that often leads to errors. However, creating computer-verifiable…

Multimodal Large Language Models (MLLMs) have transformed AI by combining Large Language Models with visual encoders. InfiMM-HD is introduced to handle high-resolution images efficiently. It integrates a cross-attention module with visual windows, offering an innovative approach…