Google launches Nano Banana Pro image generation model with reasoning features

Google has announced a limitation on the free usage of its Nano Banana Pro image generation tool due to overwhelming demand. This decision comes shortly after the model's launch, which utilizes the advanced capabilities of Gemini 3 to create more realistic AI-generated images.

A systematic analysis has been conducted on large language models (LLMs) utilizing retrieval-augmented dynamic prompting (RDP) for the detection and correction of medical errors. The study evaluated various prompting strategies, including zero-shot and static prompting, using the MEDEC dataset and nine instruction-tuned LLMs, revealing performance metrics such as accuracy and recall in error processing tasks.

Black Forest Labs has launched FLUX.2, a new AI image generation and editing system featuring four distinct models aimed at enhancing production-grade creative workflows. This release comes as a direct challenge to established competitors like Google's Nano Banana Pro and Midjourney, which have recently made significant advancements in AI image generation technology.

Warner Music Group Corp. has reached a partnership agreement with AI music generation platform Suno Inc., settling a copyright lawsuit that was initiated last year. This deal marks a significant shift in the relationship between traditional music companies and AI startups, as both parties aim to collaborate on music creation.

NetApp Inc. has raised its full-year earnings and revenue forecast, driven by strong demand from customers engaged in artificial intelligence projects, leading to a positive response from investors and an increase in stock price during extended trading.

Modern artificial intelligence has made significant strides in natural language processing (NLP), yet it continues to grapple with the fundamental question of whether machines truly understand language or merely imitate it. Linguistic knowledge, encompassing the rules, structures, and meanings humans use for coherent communication, plays a crucial role in this domain.

Modern artificial intelligence has made significant strides in natural language processing (NLP), yet the question of whether machines genuinely understand language remains unresolved. Linguistic knowledge, encompassing the rules and meanings humans use for coherent communication, plays a crucial role in this discourse. Traditional NLP relied on structured linguistic theories, but the advent of deep learning has shifted focus to data-driven models that learn from vast datasets.

Harmonic AI Inc., a startup focused on artificial intelligence for formal mathematical reasoning, has successfully raised $120 million in funding, achieving a valuation of $1.45 billion. This funding aims to enhance the development of an advanced mathematical reasoning model that addresses the issue of hallucinations, where AI models generate incorrect answers.