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Multi-expert Prompting: Making AI Systems More Reliable and Useful

Imagine asking different experts for their opinion on a complex question. A doctor might focus on health implications, an economist on financial impact, and a sociologist on social consequences. Each perspective adds valuable insight, leading to a more comprehensive understanding. Now, what if we could make AI systems work the same way? This is exactly...

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From Vision to Reality – Apple’s Knowledge Navigator and Today’s AI Tools

In 1987, Apple envisioned a futuristic assistant through their Knowledge Navigator concept, a video illustrating a professor’s seamless interaction with an intelligent, voice-activated personal assistant. While many of the assistant’s capabilities seemed like science fiction then, today’s advancements in artificial intelligence (AI) and digital communication tools have brought nearly every aspect of that vision to...

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ChatGPT Search vs. Perplexity: The New Era of AI-Powered Search Engines

The world of search is undergoing a dramatic transformation with the emergence of AI-powered search engines. Two notable contenders in this arena are ChatGPT Search and Perplexity. Both leverage the power of large language models to deliver a more conversational and informative search experience. But how do they stack up against each other? Speed and...

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Computer Use: How autonomous agents start to take over your computer

Anthropic's Claude 3.5 Sonnet introduces a new feature - the ability to control a user interface through an approach called "computer use". This feature, currently in beta, allows the model to interact with computer desktops in a way reminiscent of a human user, marking a significant leap in AI capabilities. Computer Use Traditional Large Language...

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Cognitive Prompting: Unlocking Structured Thinking in AI

Artificial Intelligence (AI) is evolving, especially with the introduction of large language models (LLMs) capable of solving tasks that require complex reasoning. However, while LLMs excel at generating coherent text and processing large amounts of information, they often struggle to tackle multi-step reasoning tasks that come naturally to humans. Enter cognitive prompting, a structured approach...

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OpenAI API Announcements

OpenAI recently announced a series of updates to their API offerings, aimed at enhancing the developer experience and making AI more accessible across various industries. The updates focus on multimodality, cost-efficiency, and improved workflows, giving developers more flexibility and control over building advanced AI applications. Key Themes: 1.Multimodality: OpenAI is driving towards enabling multimodal AI...

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Unlocking Advanced Voice Mode in the EU: A Step-by-Step Guide

Voice conversations with ChatGPT allow for natural, spoken interactions, enhancing the user experience beyond simple text input. Advanced Voice Mode takes this further by leveraging GPT-4o’s audio capabilities for more lifelike conversations. However, due to regional restrictions, users in the European Union, the UK, Switzerland, Iceland, Norway, and Liechtenstein cannot access Advanced Voice Mode directly....

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What is the difference between prediction and recommendation?

Machine learning encompasses a range of techniques and methodologies designed to analyze data and make informed decisions. Two fundamental tasks within this field are prediction and recommendation. Understanding the distinction between these tasks is essential for effectively applying machine learning technologies across various domains. This article delves into the definitions, theoretical backgrounds, applications, ethical considerations,...

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