ML news

by Shopify ML

How ShopGym Builds Realistic Sandboxes for Shopping Agents

ShopGym: Realistic, reproducible sandboxes for shopping agents (2026) - Shopify
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How AI Agents Safely Take Security Fixes to Merge

How River takes security work from a fix to merge (2026) - Shopify
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Gisting: Compress Prompts for Faster, Cheaper LLM Agents

Gisting: Compressing LLM Agent context to ↑ throughput and ↓ cost (2026) - Shopify
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The AI Flywheel: How Agents Learn from Production

Sidekick's continual learning loop (2026) - Shopify
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Teaching Sidekick to say no: automated data curation with LLM judge consensus (2026) - Shopify

Teaching Sidekick to say no: automated data curation with LLM judge consensus (2026) - Shopify
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Shopify launches Catalog API to cluster billions of products for smarter AI shopping.

Clustering billions of products for agentic commerce with Catalog API (2026) - Shopify
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AI-powered "magic mirrors" enhance in-store shopping with personalized, interactive experiences.

Building a Magic Mirror: AI retail experiences with Remix (2026) - Shopify
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Shopify builds a generative recommender to enhance product recommendations at scale.

The generative recommender behind Shopify's commerce engine (2026) - Shopify
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2,000 robots walk into a shop: Simulated A/B testing (2026) - Shopify

2,000 robots walk into a shop: Simulated A/B testing (2026) - Shopify
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