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+🧠 1. arXiv (the real heartbeat of modern computing research)
+This is the place where new ideas appear first — often months before journals.
+
+Most computing researchers subscribe to daily alerts for categories like:
+
+cs.AI – artificial intelligence
+
+cs.LG – machine learning
+
+cs.DC – distributed computing
+
+cs.OS – operating systems
+
+cs.AR – architecture
+
+cs.CR – cybersecurity
+
+cs.PL – programming languages
+
+cs.NI – networking
+
+cs.SE – software engineering
+
+arXiv is where companies like Google, Meta, Microsoft, and OpenAI publish early work.
+
+📧 2. Mailing lists that industry researchers actually follow
+These are surprisingly influential.
+
+• ACM SIGPLAN, SIGOPS, SIGARCH mailing lists
+For programming languages, operating systems, and architecture.
+
+• IETF mailing lists
+For networking standards and protocol development.
+
+• Linux Kernel Mailing List (LKML)
+The beating heart of systems programming.
+Engineers from Intel, Red Hat, Google, and others follow it religiously.
+
+• LLVM mailing lists
+Compiler engineers live here.
+
+• Apache Foundation mailing lists
+For distributed systems, big data, and cloud infrastructure.
+
+These lists are where new ideas often appear before papers.
+
+📚 3. Journals (less dominant than in other sciences, but still important)
+In computing, conferences matter more than journals — but journals still play a role.
+
+Key ones include:
+
+Communications of the ACM (CACM)
+
+IEEE Computer
+
+ACM Transactions on Computer Systems (TOCS)
+
+ACM Transactions on Graphics (TOG)
+
+IEEE Transactions on Computers
+
+Journal of Machine Learning Research (JMLR)
+
+Foundations and Trends in Machine Learning
+
+These are more “slow burn” sources — deeper, more polished work.
+
+🎤 4. Conferences (the real powerhouse of computing research)
+Unlike physics or biology, computer science is conference‑driven.
+
+The big ones:
+
+Systems & Architecture
+OSDI
+
+SOSP
+
+ASPLOS
+
+ISCA
+
+Machine Learning
+NeurIPS
+
+ICML
+
+ICLR
+
+Security
+USENIX Security
+
+Black Hat
+
+DEF CON
+
+IEEE S&P
+
+Networking
+SIGCOMM
+
+NSDI
+
+Programming Languages
+PLDI
+
+POPL
+
+Industry engineers follow these closely — often more than journals.
+
+🌐 5. Community hubs (where ideas spread fastest)
+These are the “informal” channels that matter more than people admit.
+
+• Hacker News
+Surprisingly influential for early‑stage ideas.
+
+• Reddit communities
+r/MachineLearning
+
+r/ProgrammingLanguages
+
+r/Compilers
+
+r/Networking
+
+r/AskNetsec
+
+• Twitter/X (for researchers)
+Many breakthroughs circulate here first.
+
+• GitHub trending
+New tools and frameworks often appear here before papers.
+
+• Company blogs
+Google, Meta, Microsoft, Nvidia, and Apple publish cutting‑edge research summaries.
+
+🧩 6. Internal channels inside companies
+This is the part outsiders don’t see.
+
+Big tech companies have:
+
+internal mailing lists
+
+weekly research digests
+
+reading groups
+
+seminar series
+
+internal Slack/Teams channels
+
+“paper of the week” clubs
+
+Engineers often read papers during work hours — it’s considered part of staying sharp.