A team of researchers from Carnegie Mellon University and Tsinghua University have introduced a new system…
Category: Emsi
In this category I publish my original content that is blog posts, analysis, articles, random thoughts, experiments, etc. All that is not purely a feed of stuff that I’ve found on the internet.
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…
GPT-4 Code Interpreter Shows Impressive Math Reasoning Abilities With Self-Verification
A new study reveals that OpenAI’s latest version of GPT-4, known as the GPT-4 Code Interpreter,…
GPT-4 Outperforms RL Algorithms in Crafter by Reading Paper and Reasoning
A new approach called SPRING allows large language models (LLMs) like GPT-4 to achieve strong performance…
Humpack: Self-Alignment Allows Language Models to Improve Without Human Supervision
A new technique called “instruction backtranslation” allows large language models (LLMs) to improve their ability to…
New Benchmark Tests AI Agents in Real-World Challenges
Researchers from Tsinghua University, The Ohio State University, and UC Berkeley have introduced AgentBench, a new…
Scientists Invent AI That Can ‘Learn by Doing’ to Execute Computer Tasks
Researchers from UC Irvine and Carnegie Mellon University have developed a novel technique that allows AI…
Seeing Through the Brain: Reconstructing Visual Images from Brain Signals
A team of researchers from Shanghai Jiao Tong University and Microsoft Research have developed a new…
GPT-4 Still Unable to Reason, New Study Finds
A new study published on the preprint server Preprints.org argues that despite impressive advances, GPT-4 still…
Reinforcing Large Language Models with Retrospective Policy Optimization
Recent months have seen the rise of powerful new autonomous language agents built on top of…