Airtable’s Superagent maintains full execution visibility to solve multi-agent context problem

Airtable is applying its data-first design philosophy to AI agents with the debut of Superagent on Tuesday. It’s a standalone research agent that deploys teams of specialized AI agents working in parallel to complete research tasks. The technical innovation lies in how Superagent’s orchestrator maintains context. Earlier agent systems used simple model routing where an…

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Factify wants to move past PDFs and .docx by giving digital documents their own brain

Tel Aviv-based startup Factify emerged from stealth today with a $73 million seed round for an ambitious, yet quixotic mission: to bring digital documents beyond the standard formats most businesses use — .PDF, .docx, collaborative cloud files like Google Docs — and into the intelligence era. For Matan Gavish, Factify’s Founder and CEO, this isn’t…

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