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AI startup Cognition has launched the AI programmer 'Genie', scoring 30.08% on the authoritative testing platform SWE-Bench, far surpassing Devin and GPT-4, and becoming the world's strongest AI programming assistant. Co-founder Alistair Pullen showcased the project in 2022, aiming to create an AI that can automatically code, debug, and optimize like a human. After over a year of development, Genie utilizes special data that incorporates the reasoning processes of human programmers.

Researchers from Stanford University and the University of California, Berkeley conducted an experiment to explore the consequences of retraining AI image generation models using images generated by the AI itself. The experiment utilized the Stable Diffusion (SD) model and selected high-quality facial images from the FFHQ dataset for automatic generation. The results showed that after retraining, the AI model produced highly distorted images. This distortion originated not only from the text prompts used for retraining but also persisted even when retraining was done solely with real images.

A research team from The Chinese University of Hong Kong and the Chinese Academy of Sciences has proposed a full modal pre-training paradigm called MiCo (Multimodal Context). This method has achieved significant results in the field of multimodal learning, setting new state-of-the-art (SOTA) records in 37 categories.

iFlytek announced the release of the Spark Cognition Model V3.0, surpassing ChatGPT. Spark 3.0 marks the evolution of general models, aiming to match ChatGPT 3.5, with superior performance in Chinese and comparable performance in English. The seven capabilities of text generation, language understanding, knowledge Q&A, logical reasoning, mathematical skills, coding abilities, and multimodal abilities have all seen continuous improvements.