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The Artificial Intelligence Group at UCSD engages in a wide range of theoretical and experimental research. Areas of particular strength include machine learning, probabilistic inference, neural computation, and cognitive modeling. Within these areas, students and faculty also pursue real-world applications to problems in computer vision, speech and audio processing, information retrieval, bioinformatics, brain-computer interfaces, and computer systems and networking. The Artificial Intelligence Group is part of a larger campus-wide effort in Computational Statistics and Machine Learning (COSMAL). Interdisciplinary collaborations are strongly supported and encouraged.

"Supports comprehensive multimodal input (image, video w/ audio, text, and documents such as PDFs) Leading reasoning and coding capabilities Truly flexible deployment (API, on-premises, on-device) 128K context window Multilingual"

"We're beta launching SynthID, a tool for watermarking and identifying AI-generated content. With this tool, users can embed a digital watermark directly into AI-generated images or audio they create. This watermark is imperceptible to humans, but detectable for identification."

"Turn academic papers into AI-generated audio discussions About this experiment Illuminate is an experimental technology that uses AI to adapt content to your learning preferences."

"Quickly create AI features and products Combine AI models in several clicks - audio, images, text, video - together. Launch AI-powered MVPs or add powerful AI features to your web services and mobile apps up to 90% faster and cheaper."

"Add a voice-enabled AI to anything."

"Build voice AI into your apps Deepgram's voice AI platform provides APIs for speech-to-text, text-to-speech, and language understanding. From medical transcription to autonomous agents, Deepgram is the go-to choice for developers of voice AI experiences."

"Google's Gemini AI, compared to OpenAI's GPT-4, presents several notable features and advancements 1. Performance: Gemini AI claims to outperform GPT-4 and expert humans in a range of intelligence tests. Specifically, the more powerfu"