the-decoder

OpenAI publishes prompting guide for GPT-5.1

OpenAI has released a prompting guide for GPT-5.1, its latest model designed to follow instructions with more precision. The guide walks developers through how to update existing workflows and adjust ...
the-decoder

Gemini 3 Pro and GPT-5 still fail at complex physics tasks designed for real scientific research

A new physics benchmark called "CritPt" puts leading AI models to the test at the level of early-stage PhD research. The results show that even top systems like Gemini 3 Pro and GPT-5 still fall far ...
IEEE

A Decoder with Reinforcement Learning Feedback

This paper explores the application of reinforcement learning techniques to improve the performance of bit-flipping decoders and finding their optimal decisions. We begin by providing an overview of ...
IEEE

More than Encoder: Introducing Transformer Decoder to Upsample

Abstract: Medical image segmentation methods downsample images for feature extraction and then upsample them to restore resolution for pixel-level predictions. In such schema, upsample technique is ...