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Articles sur l'IA

Tenez-vous au courant des dernières techniques, outils et recherches en matière d'intelligence artificielle. Notre blog sur l'IA traite de la science des données, des utilisations et des pratiques responsables en matière d'IA.
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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

6 août 2024

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

4 août 2024

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

28 juillet 2024

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

25 juillet 2024

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

24 juillet 2024

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

24 juillet 2024

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

23 juillet 2024

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

22 juillet 2024

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

21 juillet 2024

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

15 janvier 2026

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

17 juillet 2024

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

17 juillet 2024