{"type":"analysis","id":"analysis:research-office-agents-are-cheaper-and-faster-than-juniors-not-better","slug":"research-office-agents-are-cheaper-and-faster-than-juniors-not-better","title":"Office agents are cheaper and faster than juniors, not better","description":"Baidu's open office-work benchmark, a US worker survey, India IT-contract reporting, and Rippling's token bill show AI already taking tasks at a discount. Quality, review, and outcome pricing still lag, and several of the roundup's forecasts are not in the data.","published_at":"2026-10-25T16:00:00.000Z","updated_at":"2026-10-25T16:00:00.000Z","record_date":"2026-10-25","topics":["agents","design","workflow","research"],"source_urls":["https://arxiv.org/html/2607.27155","https://omegause-officeval.github.io","https://epoch.ai/publications/one-in-five-workers-delegate-work-to-ai","https://www.ipsos.com/en-us/epoch-ai-ipsos-august-2026-poll","https://epoch.ai/data/polling","https://www.channelnewsasia.com/business/ai-reshapes-indias-it-services-sector-contracts-clients-demand-more-less-6332256","https://www.livemint.com/companies/company-results/tcs-ai-pricing-outcome-based-contracts-productivity-savings-clients-11783669045218.html","https://economictimes.indiatimes.com/tech/information-tech/ai-to-deflate-it-revenue-past-30-persistent-ceo/articleshow/132869284.cms","https://www.rippling.com/blog/introducing-ai-spend-console","https://techcrunch.com/2026/08/07/after-rippling-blew-millions-on-ai-in-months-it-built-an-employee-roi-tool/","https://uxtigers.com/post/ux-roundup-20260824","https://metr.org/blog/2025-03-19-measuring-ai-ability-to-complete-long-tasks/","https://metr.org/blog/2026-01-29-time-horizon-1-1/","https://arxiv.org/abs/2607.27155"],"language":"en","routes":{"html":"https://newruntime.com/analysis/research-office-agents-are-cheaper-and-faster-than-juniors-not-better/","markdown":"https://newruntime.com/analysis/research-office-agents-are-cheaper-and-faster-than-juniors-not-better.md","json":"https://newruntime.com/analysis/research-office-agents-are-cheaper-and-faster-than-juniors-not-better.json"},"author":{"role":"author","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"editorial_provenance":{"desk":"authorial","target_ref":"deep_research:b2351b7a-7d25-4506-999e-df882118a356","authorial_article_id":"b2351b7a-7d25-4506-999e-df882118a356"},"next_reads":[{"type":"topic","path":"/topics/agents/","url":"https://newruntime.com/topics/agents/","title":"Agents","reason":"Explore the agents topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/agents.md","json_url":"https://newruntime.com/topics/agents.json"},{"type":"topic","path":"/topics/design/","url":"https://newruntime.com/topics/design/","title":"Design","reason":"Explore the design topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/design.md","json_url":"https://newruntime.com/topics/design.json"},{"type":"topic","path":"/topics/workflow/","url":"https://newruntime.com/topics/workflow/","title":"Workflow","reason":"Explore the workflow topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/workflow.md","json_url":"https://newruntime.com/topics/workflow.json"},{"type":"collection","path":"/analysis/","url":"https://newruntime.com/analysis/","title":"Analysis","reason":"Open the latest authorial analysis.","media_type":"text/html","json_url":"https://newruntime.com/analysis.json"},{"type":"collection","path":"/source-ledger.json","url":"https://newruntime.com/source-ledger.json","title":"Source Ledger","reason":"Inspect the public source evidence graph.","media_type":"application/json"}]}