A new approach called SPRING allows large language models (LLMs) like GPT-4 to achieve strong performance…
Category: ARTICLE
Articles and other larger forms like tutorials and analysis for anyone wanting to learn more about how AI is progressing.
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…
The Quest to Overcome Key Challenges in Large Language Models
Large language models (LLMs) have rapidly risen to prominence, demonstrating impressive capabilities on a range of…
New Soft Mixture-of-Experts Model Sets New Benchmarks for Image Classification
A new paper from researchers at Google DeepMind proposes Soft Mixture-of-Experts (Soft MoE), a novel sparse…
Microsoft Unveils DeepSpeed-Chat to Democratize Training of Large Conversational AI Models
DeepSpeed-Chat is a new system introduced by Microsoft Researchers to make training large conversational AI models…
Uncovering How AI Masters New Senses
A new study from MIT CSAIL reveals how large language models like GPT-3 learn to integrate…
New Research Improves Reliability of AI Watermarking Techniques
A new highly technical paper from researchers at Inria, Imatag and Meta AI proposes methods to…
Virtual Prompt Injection: A Novel Threat to Language Models
A new paper from researchers at University of Southern California, Samsung Research America, and University of…
The Rise of Gorilla: A New AI System Surpassing GPT-4 for API Usage
A new AI system called Gorilla has emerged that demonstrates superior performance to even the mighty…
Large Language Models Can Do “Parallel Decoding”
A new technique called “Skeleton-of-Thought” (SoT) shows promise for significantly speeding up text generation from large…
Leveraging Language Models to Enhance Personalized Recommendations
A new study published in arXiv explores prompting strategies to improve personalized recommendations using large language…
New Study Finds Biases Limit Benefits of Human-AI Collaboration in Radiology
A new experimental study published in a top economics journal has found that biases in how…
AI-Generated Product Ideas Outperform Humans in Quality and Quantity
A new study from researchers suggests that large language models (LLMs) like ChatGPT can generate higher…
Code Generation Gets a Boost from PanGu-Coder2
A new AI system called PanGu-Coder2 is poised to advance the state of the art in…
LLaMA-2-7B-32K Pushes the Limits of Context Length
Together AI, an AI research company, published a post detailing their work on extending the context…