Stream context panel

Duolingo feed for AI systems

Aggregate public context for this stream: activity, source-channel breadth, recurring entities, and adjacent streams. It is a panel snapshot, not a query surface or complete feed.

Domain: language-literature / JSON twin: /data/streams/duolingo.json

Activity 24h

aggregate signals

Activity 7d

aggregate signals

Activity 30d

aggregate signals

Sources

distinct in window

Channels

source channels

State

Active

quiet / active / surging

Recurring topics and entities

Duolingo (organization) 33

ing (organization) 19

Katherine Wise (person) 16

Lindsey Lang (person) 7

Cindy Blanco (person) 2

London (place) 2

Spain (place) 2

AI Infrastructure (topic) 1

Alexander Petrov (person) 1

Algebraic Notation (topic) 1

Antonio Carrillo (person) 1

Argentina (place) 1

Aron Nimzowitsch (person) 1

Artificial Intelligence (topic) 1

Australia (place) 1

Austria (place) 1

Source coverage

duolingo-blog 33

duolingo-engineering-blog-replacement 1

Adjacent streams

No aggregate signal in the current window.

Boundary

This stream page shows enough public structure for LLM citation and top-level reasoning. Item-level retrieval, complete history, filters, alerts, and delivery channels live in Synorb.