Archives for reasoning
The new feature lets developers fine-tune prompts, to increase output accuracy.
The post Anthropic Will Use Chain of Thought Reasoning to Improve Prompts appeared first on Analytics India Magazine.
The new feature lets developers fine-tune prompts, to increase output accuracy.
The post Anthropic Will Use Chain of Thought Reasoning to Improve Prompts appeared first on Analytics India Magazine.
The new feature lets developers fine-tune prompts, to increase output accuracy.
The post Anthropic Will Use Chain of Thought Reasoning to Improve Prompts appeared first on Analytics India Magazine.
With techniques like CoT, we are moving towards explainable AI systems and slowly moving away from models that were prone to blackbox.
The post Transformers Can Solve Any Problem appeared first on AIM.
Search engines usually employ two techniques to get the most appropriate results: retrieve and read Question Answering (QA) approach, or a Knowledge Base QA (KB) approach. These two, however, have limitations—multi-hop question answering. In short, the challenge is in answering questions where the search engine has to scrape from multiple documents. To address this limitation,…
The post How To Establish Reasoning In NLP Models appeared first on Analytics India Magazine.
DeepMind researchers, in their recent work, have investigated the parallels between neuroscience and neural networks. Though the comparison between human neurons and human-made neurons have become obsolete for its exaggerations, researchers are now trying to reverse engineer the process and enhance the way machines are acquiring the reasoning capabilities. DeepMind’s latest paper titled “MEMO: A…
The post Real-Time Reasoning In Machines. Is It Possible? appeared first on Analytics India Magazine.
We have seen how developments related to artificial intelligence have grown over the past few years. For example, your smartphone is a good example. Personal assistants like Siri, Alexa, or Google Assistant which are present in most of today’s smartphones, outsmart the definition of ‘smart’ in these devices. Why? This is because they are driven…
The post Seeking Analytical Reasoning In Artificial Intelligence appeared first on Analytics India Magazine.
We are always amazed at how machine learning has made such an impact on our lives. There is no doubt that ML will completely change the face of various industries, as well as job profiles. While it offers a promising future, there are some inherent problems at the heart of ML and AI advancements that […]
The post ML Can’t Solve Everything. Here Are 5 Challenges That It Still Faces appeared first on Analytics India Magazine.