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News
1 EH/s Is Not a Server Problem: What It Actually Takes to Scale a Bitcoin Mining Pool
5+ hour, 9+ min ago (1482+ words) Running a Bitcoin mining pool is fairly straightforward when you're operating at a small scale. Miners connect to the pool, the pool sends them work, miners submit shares, and those shares are recorded so rewards can be calculated. The engineering…...
Why AI Can Fix Bugs but Still Struggle to Find Them
5+ day, 4+ hour ago (1429+ words) My experiments with GLM-5.3-flash, and the difference between following instructions and knowing what to question. I had this crazy idea - what if I can find such algorithm which can find all the bugs in any software, literally ALL. And…...
Why General AI Coding Assistants Fall Short in Science
5+ day, 5+ hour ago (719+ words) Over the past year, tools like Claude Code, Cursor, and Copilot have transformed software engineering and also data analysis. You can point them at an API backend, and they write boilerplate with incredible speed. Yet, when life scientists and computational…...
World Open-Sources ProveKit, a Post-Quantum Proving Toolkit That Runs on a Phone | HackerNoon
1+ week, 3+ day ago (393+ words) On the first of September a dark web service calling itself Nexus began advertising bulk access to the identity documents of more than 170 million people across North America. The inventory it published reads like an audit of everything the verification…...
Your Backtest's Max Drawdown Is a Single Sample, Not a Risk Estimate
1+ week, 4+ day ago (1023+ words) Every backtest report has a line that says maximum drawdown. Mine said 15.3R. I used that number to size positions for years, and it took me an embarrassingly long time to notice that it is not a risk estimate. It is…...
Web3 Security Isn???t Broken???Its Key Management Is
1+ week, 4+ day ago (248+ words) If you hand five million dollars of customer liquidity to a twenty-two-year-old developer who writes critical administrative private keys into a plain-text configuration file and uploads it to a public repository, you’re not the victim of a sophisticated nation-state cyber…...
The HackerNoon Newsletter: I Have Two Testers for my App. One of Them is my Wife (9/2/2026)
1+ week, 4+ day ago (97+ words) How are you, hacker? 🪐 What’s happening in tech today, September 2, 2026? 🧑💻 What happened in your world this week? It's been said that writing can help consolidate technical knowledge, establish credibility, and contribute to emerging community standards. Feeling stuck? We got you…...
Why PKI May Be One of the Hardest Parts of the Post Quantum Migration
1+ week, 5+ day ago (1543+ words) Post-quantum migration is often described as an algorithm replacement exercise: move from RSA and elliptic curve cryptography to quantum-resistant alternatives such as ML KEM, ML DSA, and SLH DSA. That description is technically incomplete. NIST finalized FIPS 203 for ML KEM,…...
Nimiq's Mini Apps Framework Charges 0% Where Apple Charges 30%: Inside Open Framework for Developers
1+ week, 6+ day ago (663+ words) Nearly a billion people in China open an application inside another application every month, and almost none of them think of it as an app at all. That is the model Nimiq is now importing into crypto payments, and it…...
O Coin Needs Proof of Work for Trust, and Layer 2 for Scale
2+ week, 16+ hour ago (1434+ words) O Coin has one job: to be money people actually use. Not a store of value. Not a bet. A transactional currency for every country, with its reference value tied to something universal: the local price of one liter of…...