Google has released Veo 3.1 Lite, a budget-friendly video generation model that allows developers to create high-volume applications at over 50% less cost than Veo 3.1 Fast, while maintaining the same speed. The model supports Text-to-Video and Image-to-Video features, and is accessible through the Gemini API and Google AI Studio.

MiniMax, a Chinese AI startup, released its M2.5 language model, which significantly reduces AI usage costs by up to 95%. The model's innovative architecture allows it to perform complex tasks efficiently, positioning it as a practical tool for enterprises.

Together AI offers a powerful API for running inference on over 200 open-source models, providing a cost-effective and fast solution compared to major competitors like OpenAI and Azure. The service is designed for scalability, utilizing optimized NVIDIA GPUs and proprietary technologies to enhance performance while maintaining privacy standards. Flexible deployment options cater to various customer needs, from managed serverless solutions to dedicated GPU clusters.

A national study led by researchers from the University of Virginia has found that public Montessori preschool programs significantly enhance early learning outcomes in children, including improvements in reading, memory, and executive function, while also being $13,000 cheaper per child than traditional preschool programs. The findings suggest that Montessori education not only supports stronger academic performance but also contributes to teacher satisfaction and retention, making it a cost-effective option for early childhood education.