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Artificial Intelligence (AI) is making its way into critical industries like healthcare, law, and employment, where its decisions have significant impacts. However, the complexity of advanced AI models, particularly large language models (LLMs), makes it difficult to understand how they arrive at those decisions. This “black box” nature of AI raises concerns about fairness, reliability, […]
Neuronpedia, a platform for mechanistic interpretability, partnered with DeepMind in July to build a demo of Gemma Scope that you can play around with right now. In the demo, you can test out different prompts and see how the model breaks up your prompt and what activations your prompt lights up. You can also mess […]
SynthID introduces additional information at the point of generation by changing the probability that tokens will be generated, explains Kohli. To detect the watermark and determine whether text has been generated by an AI tool, SynthID compares the expected probability scores for words in watermarked and unwatermarked text. Google DeepMind found that using the SynthID […]
AI experts believe large language models (LLMs) could serve a purpose as mediators in certain scenarios where agreements can’t be reached between individuals. A recent study by researchers at Google DeepMind sought to explore the potential for LLMs to be used in this regard, particularly in terms of solving incendiary disputes amidst the contentious political […]
AI leaders disagree on how long it will take to realize AGI, a machine that can reason like humans. Google DeepMind CEO Demis Hassabis says “AI agents” are the next phase of AI after chatbots. These systems will be able to plan, act, reason, and use tools, among other traits, he said. Thanks for signing […]
As Artificial Intelligence (AI) continues to advance, the ability to process and understand long sequences of information is becoming more vital. AI systems are now used for complex tasks like analyzing long documents, keeping up with extended conversations, and processing large amounts of data. However, many current models struggle with long-context reasoning. As inputs get […]