Retrieval-Augmented Generation Is An Engineering Problem, Not A Model Problem

In practice, retrieval is a system with its own failure modes, its own latency budget and its own quality requirements.

The retrieval rebuild: Why hybrid retrieval intent tripled as enterprise RAG programs hit the scale wall

Enterprise intent to adopt hybrid retrieval tripled from 10.3% to 33.3% in Q1 as first-gen RAG architecture failed at agentic ...

How Lohith Reddy Kalluru Is Advancing Retrieval-Augmented AI Systems In Enterprise Environments

Lohith Reddy Kalluru is one of these engineers. He is a Cloud Developer III at Hewlett Packard Enterprise. He helps in ...
Forbes

How Retrieval-Augmented Generation Could Solve AI’s Hallucination Problem

Large language models (LLMs) like OpenAI’s GPT-4 and Google’s PaLM have captured the imagination of industries ranging from healthcare to law. Their ability to generate human-like text has opened the ...
Times Higher Education

Ten tips for embedding retrieval practice in university teaching

Despite the benefits of retrieval practice, students still tend to opt for more passive strategies. Here’s how to embed retrieval in your classroom to show them its power What is retrieval practice?
Nature

Retrieval induces adaptive forgetting of competing memories via cortical pattern suppression

Remembering a past experience can, surprisingly, cause forgetting. Forgetting arises when other competing traces interfere with retrieval and inhibitory control mechanisms are engaged to suppress the ...
Education Week

With Larry Ferlazzo

The new question-of-the-week is: How and why do you practice retrieval practice in your classroom? The strategy of retrieval practice has been shown by research to be an extremely effective teaching ...