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LLM Evaluation: Metrics, Methodologies, Best Practices

Learn how to evaluate large language models (LLMs) using key metrics, methodologies, and best practices to make informed decisions.
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Stanislav Karzhev

2024年8月6日

AI in Healthcare: Enhancing Diagnostics, Personalizing Treatment, and Streamlining Operations

Learn how AI is influencing the future of healthcare and how businesses can stay afloat with new AI skills and technologies.
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Amberle McKee

2024年8月4日

What Is Mixture of Experts (MoE)? How It Works, Use Cases & More

Mixture of Experts (MoE) is a machine learning technique where multiple specialized models (experts) work together, with a gating network selecting the best expert for each input.
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Bhavishya Pandit

2024年7月28日

What Is OpenAI’s SearchGPT? How Is It Different From Google?

SearchGPT is an AI search engine from OpenAI that answers your questions directly instead of providing a list of links. It challenges Google’s dominance and enters the competition alongside Perplexity and AI Overviews.
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Alex Olteanu

2024年7月25日

What Is Adversarial Machine Learning? Types of Attacks & Defenses

Adversarial machine learning (AML) is a field that studies attacks that exploit vulnerabilities in machine learning models and develops defenses to protect against these threats.
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Conor O'Sullivan

2024年7月24日

What Is Prompt Injection? Types of Attacks & Defenses

Prompt injection is a type of attack where malicious input is inserted into an AI system's prompt, causing it to generate unintended and potentially harmful responses.
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François Aubry

2024年7月24日

What Is Meta's Llama 3.1 405B? How It Works, Use Cases & More

Meta releases Llama 3.1 405B, a large open-source language model designed to compete with closed models like GPT-4o and Claude 3.5 Sonnet.
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Richie Cotton

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Alex Olteanu

2024年7月23日

Prompt Optimization Techniques: Prompt Engineering for Everyone

This article introduces you to prompt optimization, covering techniques such as being specific, providing context, defining the desired format, and using examples, as well as more advanced strategies like role-playing and chain-of-thought prompting.
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Dr Ana Rojo-Echeburúa

2024年7月22日

What Is GPT-4o Mini? How It Works, Use Cases, API & More

GPT-4o mini is a smaller, more affordable version of OpenAI's GPT-4o model, offering a balance of performance and cost-efficiency for various AI applications.
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Ryan Ong

2024年7月21日

Top 36 LLM Interview Questions and Answers for 2026

This article provides a comprehensive guide to large language model (LLM) interview questions, covering fundamental concepts, intermediate and advanced techniques, and specific questions for prompt engineers.
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Stanislav Karzhev

2026年1月15日

AI in Sports: Applications and Real-World Examples

This article examines the diverse applications of artificial intelligence (AI) in sports, from optimizing athlete training and recovery to enhancing game strategies and decision-making.
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Tom Farnschläder

2024年7月17日

Claude Artifacts 101: Types, Use Cases, Sharing, and Remixing

Explore Claude Artifacts, a new way to work with AI-generated content. Create, edit, and share interactive documents, code snippets, and website designs directly in Claude.
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Ryan Ong

2024年7月17日