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Artwork for Decoded: AI Research Simplified

Decoded: AI Research Simplified

Martin Demel

Ever felt lost in a 70-page AI paper? You’re not alone. Decoded exposes the hidden gems buried inside cutting-edge Arxiv research, translating confusing tech-talk into easy-to-digest audio insights. Gain insider-level understanding in minutes—no PhD required. Tap to uncover AI’s biggest mysteries today!

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These excerpts come from "Building Agentic AI Systems", a book dedicated to the development of intelligent and autonomous agents, particularly those powered by Large Language Models (LLMs). The sources discuss the foundational principles of generativ... more

This text introduces the concept of prompt engineering, explaining it as the process of crafting effective inputs for large language models (LLMs) to achieve accurate and desired outputs across various tasks. It covers several prompting techniques, s... more

This document serves as a **practical guide for building agents**, which are defined as systems leveraging large language models to independently accomplish user tasks through workflow execution and tool use. It outlines the **core components of an a... more

This paper proposes a new framework for understanding and classifying Artificial General Intelligence (AGI) by introducing levels of AGI based on performance and generality. The authors analyze existing AGI definitions, establishing six key principle... more

This paper explores the increasing use and potential of mobile applications in physical education. The authors investigate the prevalence of mobile technology among Czech students and teachers and their attitudes towards using it to support physical ... more

The provided text consists of excerpts from the book Made to Stick: Why Some Ideas Survive and Others Die by Chip and Dan Heath. The book explores the principles behind why certain ideas are memorable and impactful, using a framework referred to as S... more

"The Mom Test" by Rob Fitzpatrick offers practical guidance on conducting effective customer interviews to validate business ideas. The book emphasizes asking insightful questions about customers' lives and past experiences rather than pitching ideas... more

Accenture's Technology Vision 2025 explores the increasing autonomy of artificial intelligence and its profound implications for businesses and individuals. The report anticipates a future where AI moves beyond automation to act independently, becomi... more

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