Barbell reading: daily paper radar

Get three to five frontier papers every morning, with transferable insights saved to your knowledge base.

Classics build the base model; papers update the frontier. Kollab scans arXiv, Semantic Scholar, and related sources for your research areas, filters out benchmark-only noise, keeps the papers worth a 10-minute read, and saves the structural takeaways into Notion.

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Visual del flujo de trabajo Barbell reading: daily paper radar

Build me a daily paper radar for a barbell reading strategy. Research areas I care about: - [for example: the intersection of AI and cognitive science] - [for example: complex systems and emergence] - [for example: decision psychology and behavioral economics] Paper sources: - arXiv and Semantic Scholar - Google Scholar or public paper lists in the field Filtering rules: - Prioritize transferable, counterintuitive research that updates my thinking framework. - Exclude pure implementation details, benchmark swaps, and small metric improvements. - Send 3 to 5 papers every morning at 8 AM. For each paper, output: 1. Paper title (Chinese translation + original title) 2. One-sentence conclusion (within 30 Chinese characters) 3. Why it is worth attention 4. Transferable structural finding 5. Deep-read value: high / medium / low 6. Today's cognitive point At the end, gather today's cognitive points into one Notion record titled "Daily Paper Radar - YYYY-MM-DD" and include each paper link.

How the workflow runs

Revisa el flujo de trabajo una vez y luego añade tus propios roles, fuentes y entregables.

Define your paper radar

Add research areas, sources, and exclusions so Kollab knows what is worth keeping.

Filter every morning

At 8 AM, Kollab scans paper sources and keeps only three to five that can update your frame.

Review structure in 10 minutes

Each paper gets a conclusion, filter reason, transferable insight, and deep-read score.

Save the cognitive points to Notion

Daily notes become a reusable research trail you can revisit later.

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Competencias de AI Agent AI connectors Ideas de lectura con WeRead Skill Descubrimiento de fuentes de investigación Ampliación de conocimientos temáticos Flujo de trabajo de monitoreo de competidores con IA

Preguntas frecuentes

¿Qué hace el caso de uso Barbell reading: daily paper radar?

Get three to five frontier papers every morning, with transferable insights saved to your knowledge base.

¿Cómo ejecuto este flujo de trabajo en Kollab?

Copia el prompt de configuración en Kollab, sustituye los marcadores por el contexto de tu equipo y ejecútalo como una tarea revisable en tu espacio de trabajo.

¿Qué crea este flujo de trabajo?

A daily paper digest with three to five papers, transferable insights, deep-read scores, and a Notion note for the day.

¿Este flujo de trabajo publica o modifica herramientas externas automáticamente?

No. El flujo de trabajo está diseñado para generar primero borradores, briefs, artefactos o actualizaciones de bases de datos revisables, de modo que tu equipo pueda aprobar el resultado antes de publicar o modificar nada.

Stay close to the frontier without reading every paper.

Let Kollab scan first and hand you only the structural findings worth attention.

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