{"version":1,"type":"story","url":"https://digestai.news/story/dazzle-ai-and-duckbill-report-humans-still-needed-for-ai-agent-phone-c","json":"https://digestai.news/story/dazzle-ai-and-duckbill-report-humans-still-needed-for-ai-agent-phone-c.json","markdown":"https://digestai.news/story/dazzle-ai-and-duckbill-report-humans-still-needed-for-ai-agent-phone-c.md","slug":"dazzle-ai-and-duckbill-report-humans-still-needed-for-ai-agent-phone-c","headline":"Dazzle AI and Duckbill report humans still needed for AI agent phone calls","summary":"AI agents built on cutting‑edge foundation models from Meta and OpenAI still stumble on tasks that require real‑world judgment, such as making phone calls or booking appointments. Former Yahoo CEO Marissa Mayer, now CEO of Dazzle AI, says the company relies on top‑tier models to generate suggestions but routes many tasks to human contractors to ensure reliable service. Duckbill CEO Meghan Joyce describes a similar approach, offering an API that breaks down complex requests into bite‑size pieces that 1099 workers can complete, likening the system to Uber’s model.\n\nThe human‑in‑the‑loop strategy is also being adopted by Wajo AI, which uses people for phone calls and CAPTCHA challenges. Meta’s internal testing of human workers for its Muse agent raised privacy concerns, though the company says it does not currently use humans for user requests. Executives across these startups stress that combining AI with vetted humans is essential to maintain user trust and deliver consistent outcomes while foundation models continue to improve.","keyPoints":["Dazzle AI and Duckbill use human contractors to finish AI‑agent tasks like phone calls","Duckbill launched an API that splits tasks into atomic pieces for 1099 workers","Meta’s internal Muse testing involved humans, sparking privacy concerns"],"whyItMatters":"Human‑in‑the‑loop solutions keep AI assistants functional for everyday tasks, preserving user experience and trust as models mature.","category":{"slug":"agents","name":"Agents & Tools","url":"https://digestai.news/category/agents"},"entities":{"companies":["Meta","OpenAI","Dazzle AI","Duckbill","Wajo AI"],"models":["Muse","Dots"],"people":["Marissa Mayer","Meghan Joyce","Shivani Poddar"]},"firstPublishedAt":"2026-10-31T12:00:01Z","updatedAt":"2026-10-31T12:00:01Z","sourceCount":1,"hasPrimarySource":false,"sources":[{"outlet":"CNBC Technology","title":"Humans are still doing the work behind some AI agents","url":"https://cnbc.com/2026/10/31/ai-agents-humans-dazzle-duckbill-meta.html","publishedAt":"2026-10-31T12:00:01Z","type":"press","primary":false,"lead":true}],"sourceNotes":null,"discussions":[],"thread":null,"cite":{"text":"Digest AI, \"Dazzle AI and Duckbill report humans still needed for AI agent phone calls\", 31 October 2026, https://digestai.news/story/dazzle-ai-and-duckbill-report-humans-still-needed-for-ai-agent-phone-c","publisher":"Digest AI","title":"Dazzle AI and Duckbill report humans still needed for AI agent phone calls","datePublished":"2026-10-31T12:00:01Z","url":"https://digestai.news/story/dazzle-ai-and-duckbill-report-humans-still-needed-for-ai-agent-phone-c"},"generatedBy":"Written by Digest AI's editorial model from the linked sources; the sources are the record.","license":"Headlines, digests and key points are written by Digest AI and may be quoted with a link to the story page. Linked articles belong to their publishers. Terms: https://digestai.news/terms#reuse"}