{"version":"1.0","type":"card","id":"5174ed20-72b2-415e-8e3a-c9536c53ac85","url":"https://stacklist.com/card/5174ed20-72b2-415e-8e3a-c9536c53ac85","title":"Episode Guide | Building Stacklist | Why We Built ACP","source_url":null,"note":"The podcast episode \"Why We Built ACP\" introduces the Atomic Content Protocol, an open-source standard designed to enrich internet content specifically for AI agents, addressing their inefficiency in parsing human-centric web pages. This protocol aims to reduce token consumption by up to 84% for agents, standardize content readability across systems like SMTP did for email, and Stacklist is the first application built upon this \"LLM delicious\" infrastructure.","image":null,"stack":{"id":"08366f96-08ae-47df-8254-17a1ba4937df","title":"Why We Built ACP and Why We're Open Sourcing It","url":"https://stacklist.com/c/podcast/stack/08366f96-08ae-47df-8254-17a1ba4937df"},"created_at":"2026-05-07T19:58:27.617Z","updated_at":null,"aco":{"summary":"Building Stacklist Season 2 Episode 1 explores the Atomic Content Protocol (ACP), an open-source protocol designed specifically for AI agents to read and understand content more efficiently. The episode discusses how ACP reduces token consumption by 84%, solves the problem of agents repeatedly parsing unstructured content, and functions as a foundational protocol layer similar to SMTP for email.","tags":["acp","atomic-content-protocol","ai-agents","stacklist","protocol","token-optimization"],"key_entities":[{"name":"Kyle Hudson","type":"person","confidence":0.95},{"name":"Martina Zrnec","type":"person","confidence":0.95},{"name":"Ivanha","type":"person","confidence":0.9},{"name":"Stacklist","type":"organization","confidence":0.98},{"name":"Atomic Content Protocol","type":"technology","confidence":0.98},{"name":"JSON-LD","type":"technology","confidence":0.95},{"name":"MCP","type":"technology","confidence":0.9},{"name":"token-economics","type":"concept","confidence":0.92},{"name":"agent-readability","type":"concept","confidence":0.9},{"name":"Claude","type":"technology","confidence":0.85}],"classification":"transcript","language":"en","confidence":0.85,"provenance":{"model":"claude-haiku-4-5","tool":"@stacklist/be@0.1.0","confidence":0.85,"timestamp":"2026-05-07T19:58:37.331Z"},"token_counts":{"approximate":6702,"cl100k":6026},"content_hash":"sha256:653ed99c958c294ef56ed2c5d74fe99cd333af8034b1f67209df754fad2015cf","acp_version":"0.2","body_available":true,"body_tokens":6702,"visibility":"public","agent_accessible":true,"status":"final"},"_links":{"self":"/api/public/card/5174ed20-72b2-415e-8e3a-c9536c53ac85.json","html":"https://stacklist.com/card/5174ed20-72b2-415e-8e3a-c9536c53ac85","md":"/api/public/card/5174ed20-72b2-415e-8e3a-c9536c53ac85.md","stack_json":"/api/public/stack/08366f96-08ae-47df-8254-17a1ba4937df.json"}}