
🔍 Meet Step-DeepResearch: our latest end-to-end deep research agent! We realized "search ≠ research". While others build "web crawlers," we built a researcher that internalizes the expert cognitive loop. 🧠 The Tech Stack: ✅Native Atomic Capabilities: We moved beyond "next-token prediction" to "next-action decisioning." ✅Self-Correcting Logic: Built-in adaptive planning & cross-source verification. No multi-agent bloat—just a lean, single-agent architecture. ✅Search API: Grounded in 20M+ high-quality papers and 600+ premium indices. The Stats: 🔥 61.42% on Research Rubrics (Matching Gemini, beating OpenAI). 🔥 67.1% Win/Tie rate on ADR-Bench vs. the giants. 🔥 Top-tier ratings for citation & communication quality. Better performance. Better citations. Better price point. The Beta is officially live. Dive in and let’s push the boundaries together! API Beta Access: https://t.co/yUeRql2eaG Homepage: https://t.co/pddmpXOdk4 Technical report: https://t.co/RnAgy8xhVt Github:

StepFun's research runs one planning loop with cross-source verification instead of a stack, in a 20M paper index, with beta API access, open code and a technical report.
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