diff --git a/inbox/queue/2026-03-21-research-telegram-bot-strategy.md b/inbox/queue/2026-03-21-research-telegram-bot-strategy.md
index fdc9d27d..a540b8c2 100644
--- a/inbox/queue/2026-03-21-research-telegram-bot-strategy.md
+++ b/inbox/queue/2026-03-21-research-telegram-bot-strategy.md
@@ -5,10 +5,14 @@ title: "Research: Telegram bot best practices for community knowledge ingestion"
 date: 2026-03-21
 domain: ai-alignment
 format: research-direction
-status: unprocessed
+status: null-result
 proposed_by: "@m3taversal"
 contribution_type: research-direction
 tags: [telegram-bot, community-management, knowledge-ingestion]
+processed_by: theseus
+processed_date: 2026-03-21
+extraction_model: "anthropic/claude-sonnet-4.5"
+extraction_notes: "LLM returned 0 claims, 0 rejected by validator"
 ---
 
 # Research Question: Telegram Bot Best Practices for Community Knowledge Ingestion
@@ -38,3 +42,11 @@ The next evolution: other users can tag the bot when they see something interest
 - Knowledge ingestion from group chats
 - Community-driven content moderation/curation bots
 - Prediction market community bot patterns (Polymarket, Metaculus)
+
+
+## Key Facts
+- Rio/@FutAIrdBot is deployed in a 3-person test group
+- Rio responds to @tags with KB-grounded analysis and can search X for research
+- Bot initially had conversation window auto-respond, now stripped to only @tags and reply-to-bot
+- Planned deployment into MetaDAO community groups with 100+ members
+- Next evolution allows users to tag bot when they see something interesting for tracking