sources:

youtube:

- "Nate Herk"

- "AI Automation"

- "Matthew Berman"

- "AI Explained"

reddit:

- "LocalLLaMA"

- "artificial"

- "MachineLearning"

- "ChatGPTCoding"

sites:

- "Hacker News (points > 100)"

- "Arxiv (AI papers trending)"

scoring_rubric:

must_watch: "Score > 8. High novelty, practical business use case, actionable, credible."

skim: "Score 5-8. Useful context, but partially repetitive or lower impact."

skip: "Score < 5. Fluff, hype, zero actionable takeaways, or pure duplicate news."

schedule:

time: "04:00 UTC"

alert: "Telegram"