llm

Why a 1B On-Device LLM Needs a Harness

发表于 2026-11-05 1b facts harness

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Fragments: September 8

发表于 2026-09-09 readers models agents

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I don't like LLMs

发表于 2026-09-18 llms human me

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Bliki: LLM Voice

发表于 2026-10-30 prose llms voice

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Context engineering case studies: Etsy-specific question answering

发表于 2025-08-20 tuning specific etsy

This post investigates the benefits and limitations of prompt engineering in two instances of AI-assisted onboarding relying on large language model (LLM) techn…

Understanding Etsy’s Vast Inventory with LLMs

发表于 2025-10-14 attribute llms attributes

For more than 20 years, Etsy has been the destination for human creativity online. Our marketplace is home to more than 100 million special items made, handpick…

How Etsy Uses LLMs to Improve Search Relevance

发表于 2026-01-17 llms semantic relevance

Ever searched for something specific, only to be met with results that are close, but not quite ? On Etsy’s Search Relevance team, that frustration is exactly w…

Catching Bugs Before They Land: JiTTesting’s Human-on-the-Loop Approach at Full Scale

发表于 2026-10-30 diff jittests catching

Over the last year we’ve been sharing our work leveraging large language models to catch bugs on the fly — a novel approach we call Catching Just-in-Time Tests …

Your Algorithm: Giving People More Ways to Personalize Facebook Recommendations

发表于 2026-11-11 recommendations interested algorithm

Your algorithm is a suite of AI-powered tools that makes Facebook recommendations more transparent and steerable, with a single editable view of the interests t…

Graph RAG: Elevating AI with Dynamic Knowledge Graphs

发表于 2025-11-14 rag entities retrieval

Introduction In the rapidly evolving landscape of Artificial Intelligence, Retrieval-Augmented Generation (RAG) has emerged as a pivotal technique for enhancing…