BRICS AI Economics

Category: AI Engineering - Page 2

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Oct, 1 2026

Context Windows in LLMs: Limits, Trade-Offs & Best Practices

Emily Fies
0
Explore how LLM context windows work, from token limits to hardware constraints. Learn why bigger isn't always better and discover best practices for managing long conversations and documents efficiently.
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Sep, 30 2026

Privacy Notices and Cookie Banners in Vibe-Coded Frontends

Emily Fies
8
Vibe-coded frontends often overlook privacy compliance. Learn how to implement GDPR-compliant cookie banners and privacy notices without sacrificing user experience or development speed.
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Sep, 29 2026

Document Re-Ranking: Boosting RAG Relevance for LLMs

Emily Fies
5
Boost RAG accuracy with document re-ranking. Learn how cross-encoders solve vector search limitations, improve LLM factuality, and optimize retrieval pipelines.
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Sep, 28 2026

Grounded Generation with Structured Knowledge Bases for LLMs

Emily Fies
6
Discover how grounded generation with structured knowledge bases fixes LLM hallucinations. Learn about RAG, implementation costs, and real-world benefits.
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Sep, 27 2026

Prompt Chaining vs Agentic Planning: Choosing the Right LLM Pattern

Emily Fies
0
Discover when to use prompt chaining versus agentic planning for LLM applications. Compare costs, accuracy, and complexity to choose the right AI architecture.
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Sep, 26 2026

Enterprise RAG Architecture: Connectors, Indices, and Caching Strategies

Emily Fies
8
Discover how to build scalable Enterprise RAG systems. Learn to optimize connectors, hybrid indices, and semantic caching for sub-100ms latency and accurate AI responses.
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Sep, 25 2026

Measuring Hallucination Rate in Production LLM Systems: Metrics and Dashboards

Emily Fies
0
Learn how to measure hallucination rates in production LLMs using RAGAS, Semantic Entropy, and LLM-as-a-Judge. Discover dashboard strategies and threshold calibration tips.
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Sep, 23 2026

Long-Context Benchmarks for LLMs: The 2025 Evaluation Guide

Emily Fies
0
Discover the best long-context benchmarks for LLMs in 2025. Compare LongBench, InfiniteBench, and HELM to choose the right evaluation tool for your AI projects.
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Sep, 21 2026

RAG Source Selection: Balancing Relevance and Diversity for Better AI

Emily Fies
0
Discover why balancing relevance and diversity in RAG source selection boosts AI accuracy by 23-37%. Learn how MMR algorithms reduce redundancy and improve trust in enterprise applications.
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Sep, 19 2026

Architecture-Aware Prompting: How to Guide AI for Better Software Design

Emily Fies
7
Learn how architecture-aware prompting guides AI to produce better software designs. Discover techniques for providing context, verifying outputs, and avoiding common pitfalls.
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Sep, 18 2026

Multi-Turn Conversations with LLMs: Managing Conversation State

Emily Fies
10
Discover why LLMs fail in multi-turn chats and how to fix it. Learn about loss masking, Review-Instruct, and strategies to manage conversation state for reliable AI.
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Sep, 16 2026

Synthetic Data Generation with Multimodal Generative AI: Augmenting Datasets

Emily Fies
5
Discover how multimodal generative AI creates realistic synthetic datasets. Learn about architectures like MultiNODEs, implementation strategies, and overcoming bias.

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