Recent advancements in large language models like GPT-3 and GPT-4 have demonstrated remarkable capabilities in logical…
Category: ARTICLE
Articles and other larger forms like tutorials and analysis for anyone wanting to learn more about how AI is progressing.
No More Manual Testing? ChatGPT Shows Promise for Automated Unit Test Generation
A new study from researchers at multiple Chinese universities evaluates ChatGPT’s ability to automatically generate unit…
AGENTS – An Open-source Framework for Building Autonomous Language Agents
Recent advances in large language models (LLMs) like GPT-3 and ChatGPT have enabled the development of…
GPT-4 Takes on P vs NP, Reveals Potential of LLMs in Scientific Discovery
A new study reveals that large language models like GPT-4 can make significant contributions to complex…
When Stars Align with AI: Training LLM for Astronomy Texts
Large language models like GPT-3 and PaLM have demonstrated impressive performance on many natural language tasks.…
Large Language Models Show Promise as General-Purpose Optimizers
A new paper from researchers at Google DeepMind demonstrates the potential for large language models (LLMs)…
Large Language Models Still Struggle with Reliable Code Generation
A new study from researchers at UC San Diego raises concerns about the reliability and robustness…
Can AI Find and Fix Software Vulnerabilities?
A new study evaluates the ability of large language models (LLMs) like ChatGPT to detect and…
A New System to Turn Natural Language Prompts into Deployable AI Models
A team of researchers from Carnegie Mellon University and Tsinghua University have introduced a new system…
Automated Unit Testing Reaches New Heights with ChatGPT-Based Tool ChatUniTest
Unit testing is a crucial yet often tedious task in software development. To make this process…
Knowledge Graph Prompting Enhances Multi-Document Question Answering with Large Language Models
Recent advances in large language models (LLMs) like ChatGPT have shown promising results on open-domain question…
Consciousness in Artificial Intelligence: New Insights from Neuroscience
A new interdisciplinary report, which counts as one of its co-authors, Yoshua Bengio, the Turing Award…
Reinforcement Learning from Unit Test Feedback Achieves State-of-the-Art in Program Synthesis
A new paper titled “RLTF: Reinforcement Learning from Unit Test Feedback” proposes a novel method for…
Meta AI Releases Code Llama Models for Advanced Code Generation
Meta AI has released Code Llama, a family of large language models for code that establishes…
Bringing Children’s Drawings to Life with AI
A team of researchers from Meta AI, Tencent, MIT, and Carnegie Mellon University have developed a…
Training Code Models to Follow Instructions with OctoPack
A new paper titled “OctoPack: Instruction Tuning Code Large Language Models” proposes a novel method for…
New AI System Accelerates Large Language Model Serving
A new artificial intelligence system called SpecInfer can significantly accelerate the speed of large language model…
GPT-4 is Easily Tricked with Encrypted Messages
A new study reveals a surprising vulnerability in large language models like GPT-4 – they can…
WizardMath: Empowering Large Language Models for Mathematical Reasoning
A team of researchers from Microsoft and the Shenzhen Institute of Advanced Technology have developed a…
Bayesian Flow Networks: A New Deep Generative Modeling Approach
A new deep generative modeling technique called Bayesian Flow Networks (BFNs) was recently introduced in a…