TranscendPlexity: 540/540 ARC-AGI-1/2/3, 13 tasks with 0% AI solve rate, solved (github.com)

TranscendPlexity has achieved a groundbreaking milestone by solving 13 ARC-AGI-2 evaluation tasks that were previously deemed unsolvable by any AI system, including leading models like GPT-4 and Claude. This accomplishment is notable as these tasks had a combined 0% AI solve rate, indicating a significant limitation in the capabilities of existing AI technologies. TranscendPlexity not only solved all 13 tasks but also achieved a perfect score of 100%, showcasing its advanced problem-solving abilities. The technical merit of TranscendPlexity lies in its method of LLM-guided program synthesis, where the system generates deterministic Python code to address the challenges by analyzing input-output pairs and iterating to formulate correct transformation rules. This approach eliminates reliance on machine learning models during inference, making the solutions both interpretable and verifiable. By paving the way for transparent and reliable AI problem-solving, TranscendPlexity has set a new benchmark in the AI/ML community, potentially revolutionizing how complex tasks are approached and executed in AI research.