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Our Early Journey to Transform Instacart's Discovery …
Feb 26, 2026 · Given its importance, our team runs dozens of Shopping Hub experiments per year, constantly evaluating new ways …
Turbocharging Customer Support Chatbot Development with LLM …
Jun 11, 2025 · Through internal pilot studies, collaboration with industry experts, and hands-on experience with LLM-based …
Instacart: Automated LLM Evaluation Framework for Customer …
Instacart developed the LLM-Assisted Chatbot Evaluation (LACE) framework to systematically evaluate their AI-powered customer …
Scaling Catalog Attribute Extraction with Multi-modal LLMs - Instacart
Aug 1, 2025 · In this blog post, we discuss how Instacart is leveraging Large Language Models (LLMs) to tackle attribute extraction …
GitHub - bchadburn/llm-recsys: LLM integration research for grocery ...
Apr 1, 2026 · A research codebase exploring LLM integration patterns for grocery recommendation on the Instacart dataset (full …
Instacart ends controversial AI pricing experiments after consumer ...
Dec 23, 2025 · Instacart said Monday it is ending its use of artificial intelligence-driven pricing experiments, drawing a clear line …
My Learning Journey into LLM-Based Automated Evaluation
Jul 10, 2025 · In the sections that follow, I’ll share how Instacart defined evaluation criteria, built and validated LACE (their LLM …
Instacart's Multi-Modal LLM Platform for Ecommerce Attribute ...
Let's start with instacart System Design Case study today: How do you tag millions of grocery products with attributes like "low sugar" …
Instacart Stops AI Pricing Tests - Consumer Reports
Dec 22, 2025 · Consumer Reports’ joint investigation into Instacart’s AI-enabled pricing experiments has prompted Instacart to …
Instacart Halts AI Pricing Experiments After Study And Lawmaker …
Dec 23, 2025 · Instacart (CART) said it has stopped allowing retailers to run artificial intelligence-based pricing tests on its platform …
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