{"version":"1.0","type":"card","id":"32472958-2a7b-4bfb-aa35-fde7298e947e","url":"https://stacklist.com/card/32472958-2a7b-4bfb-aa35-fde7298e947e","title":"The Million-Token Context Mirage in Tax Compliance","source_url":"https://www.codestory.co/episodes/s12-e22-the-million-token-context-mirage-why-rag-is-far-from-dead-in-high-stakes-zero-error-global-tax-compliance-with-alex-bowcut-head-of-engineering-at-sphere/","note":"Discover why RAG remains essential for tax compliance at scale. Alex Bowcut shares engineering insights on AI control and TRAM assessment model innovation.","image":{"url":"https://ucarecdn.com/f53c21ba-d9a8-427a-982e-de5bc6004b73/","alt":"The Million-Token Context Mirage in Tax Compliance","width":1400,"height":1400},"stack":{"id":"4a7cc3d8-26c0-4ce0-839a-302d608bd60a","title":"Code Story Season 12: Founder Interviews & Startup Insights","url":"https://stacklist.com/c/podcast/stack/4a7cc3d8-26c0-4ce0-839a-302d608bd60a"},"created_at":"2026-07-24T21:44:22.162Z","updated_at":null,"aco":{"summary":"Code Story podcast episode S12 E22 features Alex Bowcut, Head of Engineering at Sphere, discussing why RAG remains essential for high-stakes, zero-error global tax compliance despite the rise of million-token context windows. The conversation covers Sphere's AI-native tax engine, the TRAM (Tax Review and Assessment Model), and the challenges of automating compliance across jurisdictions worldwide.","tags":["rag","tax-compliance","ai","startup","large-context-windows","podcast","engineering-leadership"],"key_entities":[{"name":"Alex Bowcut","type":"person","confidence":0.98},{"name":"Sphere","type":"organization","confidence":0.97},{"name":"RAG","type":"concept","confidence":0.95},{"name":"TRAM (Tax Review and Assessment Model)","type":"technology","confidence":0.92},{"name":"global tax compliance","type":"concept","confidence":0.95},{"name":"million-token context window","type":"concept","confidence":0.9},{"name":"Code Story Podcast S12 E22","type":"event","confidence":0.95},{"name":"Salt Lake City, Utah","type":"location","confidence":0.85},{"name":"Bay Area","type":"location","confidence":0.8}],"classification":"transcript","language":"en","confidence":0.85,"provenance":{"model":"claude-opus-4-6","tool":"@stacklist/mcp-server@2.0.0","confidence":0.85,"timestamp":"2026-07-24T21:44:31.987Z"},"token_counts":{"approximate":9495,"cl100k":10841},"content_hash":"sha256:fbaa1f0d9792aac4b6e4f7b578a5161da2997c4ab1dbe8552059c32d641af157","acp_version":"0.2","body_available":true,"body_tokens":9495,"visibility":"public","agent_accessible":true,"status":"final"},"_links":{"self":"/api/public/card/32472958-2a7b-4bfb-aa35-fde7298e947e.json","html":"https://stacklist.com/card/32472958-2a7b-4bfb-aa35-fde7298e947e","md":"/api/public/card/32472958-2a7b-4bfb-aa35-fde7298e947e.md","stack_json":"/api/public/stack/4a7cc3d8-26c0-4ce0-839a-302d608bd60a.json"}}