Originally published on AI Tech Connect.
Key takeaways Comprehensive reading is impossible and pretending otherwise is the root cause of AI-news burnout. The goal is decision-readiness, not coverage. Tier your sources. Primary sources (lab blogs, release notes, arXiv) outrank curated newsletters, which outrank social feeds. Spend your attention in that order. Time-box everything. Three 30-minute scans plus one 90-minute deep dive a week is enough. More input does not produce more understanding. Build one thing a month. A small working artefact converts passive awareness into skill you can demonstrate. Ship your notes in public. The same hours you spend learning become a visible proof-of-work engine — and the natural home for that record is a public builder profile. Why the firehose beats you by default Start with the arithmetic,…
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