Signals
Last ingestion: Apr 27, 4:33 PM MST — 631 items ingested across 9 sources. 25 actionable signals surfaced. 96% noise filtered by 9-layer intelligence engine.

Signal Snapshot

Potential Signals
25
passed intelligence layer
Dispatched to Ink
4
high priority
Human Review
9
for evaluation
Raw Data Ingested
631
across 9 sources
Noise Filtered
96%
by intelligence engine

Live Intelligence Feed Scanning...

Fetching live signals...

Top Signals

📊 Reddit — Top by Score

live

🔥 Hacker News — Top by Score

live

📰 Blog Feeds — Latest

live

🔬 ArXiv — Latest Papers

live

⚡ TechCrunch — AI

live

📰 MIT Technology Review

live

⚡ VentureBeat AI — Enterprise

venturebeat.com
IBM watsonx expands Snowflake integration for enterprise RAG
★ 0.93VentureBeat4h ago
Why 73% of enterprise AI projects never reach production
★ 0.95VentureBeat8h ago
Agentic AI enters the data warehouse
★ 0.89VentureBeat12h ago

🔧 GitHub Trending — AI Repos

live

📊 Analyst Intel — HBR

live

🔍 Google Alerts — Custom Keywords

Snowflake Cortex · Enterprise AI
Snowflake Cortex AI adds real-time document classification
★ 0.94Google Alert6h ago
Enterprise AI implementation failures — Gartner report 2026
★ 0.91Google Alert1d ago
IBM Consulting named leader in AI services PEAK Matrix 2026
★ 0.88Google Alert1d ago

Signal Queue

95 Elon Musk and Sam Altman are going to court over OpenAI’s future Market MIT Tech Review Ingested Apr 27
✓ Auto-routed to Ink
61 Why AI agents need interaction infrastructure Market AI News Ingested Apr 27
Potential — Review Before Routing
57 Claude Code costs up to $200 a month. Goose does the same thing for free. Market VentureBeat Ingested Apr 27

Source Status

Source
Status
Signals
Cost
Purpose
Reddit ▼
21 subreddits
Live
279
$0
Community signal + sentiment
r/ClaudeAI 89 signals× r/MachineLearning 34 signals× r/LocalLLaMA 28 signals× r/artificial 22 signals× r/OpenAI 19 signals× r/datascience 14 signals× r/Snowflake 8 signals× r/dataengineering 6 signals× r/ChatGPT 18 signals× r/ArtificialIntelligence 15 signals× r/deeplearning 11 signals× r/learnmachinelearning 9 signals× r/LanguageModelEval 5 signals× r/agi 4 signals× r/singularity 3 signals× r/generativeai 3 signals× r/PromptEngineering 2 signals× r/CloudComputing 2 signals× r/AIAssistants 1 signal×
Hacker News ▼
Top 80, keyword filtered
Live
16
$0
Technical momentum
enterprise AI 12 hits× LLM 9 hits× agentic 7 hits× Claude 6 hits× Snowflake 4 hits× watsonx 2 hits× data platform 1 hit×
Blog RSS ▼
13 feeds (OpenAI, Google, AWS, etc.)
Live
246
$0
Vendor & press intelligence
TechCrunch AI 48 articles× The Verge AI 41 articles× AWS AI Blog 38 articles× OpenAI Blog 29 articles× Anthropic Blog 22 articles× Google DeepMind 18 articles× Ars Technica AI 16 articles× IBM Research 12 articles× Wired AI 8 articles× MIT Tech Review 6 articles× VentureBeat ML 4 articles× Hacker News RSS 3 articles× Snowflake Blog 1 article×
ArXiv
cs.AI, cs.CL, cs.LG
Live
90
$0
Research frontier
Superhuman AI ▼
Newsletter RSS feed
Live
8
$0
Curated AI news & trends

This source is read-only. Content is ingested automatically from the Superhuman AI newsletter RSS feed.

The Batch
DeepLearning.ai newsletter
Live
Weekly
$0
Thought leader signal (Andrew Ng)
VentureBeat AI
Enterprise AI coverage
Live
Daily
$0
Enterprise AI news & analysis
GitHub Trending ▼
Public trending page, no auth needed
Live
Daily
$0
Builder signal — what devs are shipping
AI 45 repos× LLM 28 repos× agents 18 repos× machine-learning 12 repos× Snowflake 3 repos× data-engineering 2 repos×
Harvard Business Review
Analyst intel RSS — feeds L4 divergence scoring
Live
Daily
$0
Analyst sentiment — AI/data strategy
Accenture / Deloitte / McKinsey
Competitor RSS — feeds L5 coverage map
Cold-Start
Weekly
$0
Competitive gap calibration (L5)
Google Alerts ▼
Snowflake Cortex · Enterprise AI
Live
Real-time
$0
Custom keyword monitoring
Snowflake Cortex 8 alerts× Enterprise AI 6 alerts× IBM watsonx 4 alerts× data modernization 2 alerts× AI automation 2 alerts×
Twitter / X
Social firehose
Phase 2
TBD
API $
Real-time social signal
Reddit API
Full comment + thread access
Phase 2
TBD
Free tier
Deeper signal — Question Gap Detector source
Perplexity Sonar
AI-powered synthesis layer
Eval
—
~$50-100/mo
Deeper intelligence synthesis
Scout Score
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