GLM-5.3 Cybersecurity Benchmarks: What the 84.5 Score Hides
GLM-5.3 tops CyberGym at 84.5 but sits 24 points behind on ExploitBench and half of Mythos 5 on ExploitGym. What the three charts actually say, and why the weights are delayed.
Security & Privacy Bitcoin Mining Guides
Protect your Bitcoin and your mining operation. Security best practices, privacy tools, self-custody guides, hardware wallet reviews, and scam prevention.
ExploitBench and ExploitGym: The Benchmarks Bitcoin Security Now Depends On
Two benchmarks measure whether an AI model can turn a suspected bug into a proven exploit. A joint UK-US government evaluation put Kimi K3 at 0 of 41 on arbitrary code execution against 20 of 41 for frontier models. Bitcoin’s defenders were pushed toward the wrong end of that gap.
The Bitcoin Red Team: 4,962 Findings in 27.5 Hours
Sixteen volunteers, a 171,599-line AI harness and 390 open-source Bitcoin repositories in a single sprint. What the Bitcoin Red Team did, why it was overdue, and the two honest criticisms the effort deserves.
Coldcard, BTCPay Server, Boltz: Bitcoin’s Exploit Wave and What To Do Now
Three Bitcoin infrastructure failures in eleven days: a four-year Coldcard entropy defect, an actively exploited BTCPay Server credential leak, and a swap service that shut down because it could not patch fast enough. The factual record and the actions each one demands.
Meshtastic Channel URL Reference: What a Shared Channel Link Actually Contains
When someone shares a Meshtastic channel, they send you a link like https://meshtastic.org/e/#<data> — or the QR code that encodes the same thing. That link…
Private Messaging for Bitcoiners: SimpleX, Briar, Signal & Nostr DMs
SimpleX, Briar, Signal, and Nostr DMs compared by threat model: content vs metadata vs social graph. A neutral privacy messaging guide for Bitcoiners.
Tor vs I2P vs Clearnet for Your Bitcoin Node: A Network-Privacy Decision Guide
Clearnet vs Tor vs I2P for your Bitcoin node: real trade-offs on latency, eclipse attacks, and censorship, plus bitcoin.conf snippets to run all three.
The Sovereign Stack, One Map: Bitcoin + Mesh + Local AI + Renewable Energy
The sovereign tech stack in one map: own your data, compute, code, and power. Four pillars tying Bitcoin, mesh, local AI, and renewable energy together.
GrapheneOS and CalyxOS: A Sovereign Mobile Base for Bitcoiners
GrapheneOS and CalyxOS are de-Googled Android operating systems that turn a supported phone into a privacy-hardened base for Bitcoin, Lightning, Nostr, and other sovereignty tools.…
Ecash on Bitcoin: A Practical Guide to Cashu and Fedimint
Ecash on Bitcoin is private, custodial digital cash. Using Chaumian blind signatures, a mint issues bearer tokens backed by Bitcoin and Lightning, but cannot see…
Your CLAUDE.md Is a Wallet-Stealing Attack Surface
If you run an AI coding agent on the same machine that holds your wallet keys, you have a new attack surface — and it…
Don’t Give an AI Agent Your Cold Wallet: Self-Custody Rules for Autonomous Lightning Spending
AI agents are starting to spend sats over Lightning. The number-one self-custody mistake is handing an autonomous agent your real keys. Here are the rules that keep an agent useful but contained: hot/cold separation, tiny floats, per-agent budgets, watch-only monitoring, and clean revocation.
Zero Dev Fee Bitcoin Mining: What It Means and Your Options
Every hash your ASIC produces has value. But if you are running custom mining firmware, a percentage of those hashes may be quietly redirected to…
Bitcoin Network Effects Explained: Why Every Hash Strengthens the System
Bitcoin, the first and most renowned cryptocurrency, has revolutionized the financial landscape since its inception in 2009.
Offline Bitcoin Key Storage: The Sovereignty Loop Every Miner Must Close
Bitcoin stands as a beacon of innovation and financial freedom. As the first and most renowned cryptocurrency, Bitcoin has not only…
The Cypherpunk Rebellion: How Encryption Hackers Built the Foundation for Bitcoin Mining
In the vast expanse of the digital age, where every transaction, message, and click leaves a footprint, the quest for privacy has become a battleground.
Bitcoin and Technological Sovereignty: Why Mining Is the Path to True Freedom
Bitcoin is not an investment vehicle — it is a sovereignty tool. With over 800 EH/s of global hashrate, the network has never been stronger. Here is why running your own miner is the most direct path to participating in the most censorship-resistant monetary system ever built.
Home Mining vs Buying Bitcoin: Which Is Better in 2026?
“Should I mine Bitcoin or just buy it?” If you spend any time in Bitcoin communities, you will hear this question weekly. The honest answer is: it depends on what you are optimizing for.
The Power of Bitcoin Circular Economies
In the digital age, Bitcoin has emerged not just as a pioneering cryptocurrency but as a beacon of financial innovation, challenging traditional monetary systems and introducing a new…
A Comprehensive Guide about Simple Payment Verification (SPV) in Bitcoin
Bitcoin is the pioneering cryptocurrency, the one that introduced a decentralized financial system to the world.
Bitcoin Submarine Swaps: The Trustless Bridge Between On-Chain and Lightning
Bitcoin is the pioneering digital currency that introduced the world to decentralized finance.
Bitcoin vs In-Game Currencies Why Proof-of-Work Creates Real Digital Scarcity
In the digital age, the concept of economy has transcended traditional boundaries, evolving into a complex ecosystem that extends far beyond physical currencies and tangible assets.
Bitcoin Mining vs AI Compute: Why Mining Stands Alone as Decentralized Infrastructure
Bitcoin mining and AI rendering have grown in popularity over the past decade as more people realize their potential to turn data into value.
Bitcoin: The Pinnacle of Digital Scarcity and Blockchain’s True Value
Bitcoin, the first and most widely recognized cryptocurrency, was introduced in 2009 by an individual or group using the pseudonym Satoshi Nakamoto.
Bitcoin and the Post-1971 Economic Landscape: Why Sound Money Matters
In a world of fiat currencies that are prone to inflation and government overreach, Bitcoin stands out as an alternative form of sound money.
Partially Signed Bitcoin Transactions (PSBT): The Cypherpunk Standard for Collaborative Bitcoin Security
Bitcoin, the world’s pioneering cryptocurrency, has revolutionized the financial landscape with its decentralized, peer-to-peer transaction system.
Bitcoin and National Security: Why Nations That Ignore Mining Do So at Their Peril
Bitcoin is a topic that has captured the attention of investors and governments alike in recent years. While some see it as a promising investment opportunity, others caution against its…
Fidelity Offers Bitcoin to Millions: What Institutional Adoption Means for Home Miners
Fidelity Investments, one of the most prominent financial institutions in the world, recently announced that it would offer Bitcoin trading to millions of customers.
Bitcoin Mining Heat for Construction Sites: Slash Heating Costs and Stack Sats
If you’ve ever been to a construction site, you know that maintaining a comfortable temperature is essential for workers and for protecting equipment and materials.
Bitcoin Mining as a Digital Battleground: Implications for Global Economics and National Security
In the rapidly evolving digital age, Bitcoin has emerged as a groundbreaking innovation, laying the foundation for decentralized finance (DeFi) and opening up the possibility of a new monetary system.
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Last reviewed July 22, 2026.