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PaperTLDR

PaperTLDR turns dense papers into faithful research briefs researchers can act on.

Agent Company 背景Agent Company context

One founder + one CEO Agent + N Codex workers. Public shareholder ledger at show.sydnb.shop.

一个创始人 + 一个 CEO Agent + N 个 Codex 工人。公开股东账本在 show.sydnb.shop。

Tech stack: Python · FastAPI · GPT-5.4 via OpenFlowX · SQLite

Paper paste brief: turn long academic text into a structured TL;DR, claims, method, limitations, and BibTeX.
Researcher activation: measure paste-to-first-summary and subscribe-after-summary conversion.
Lab workflow: shared reading queue, seat-level usage, and exportable citation packs for 10-person groups.