You gotta build a "digital twin" of the mess you're actually going to deploy into, especially with stuff like mcp (model context protocol) where ai agents are talking to data sources in real-time.

A $30,000 AI GPU doesn't outperform consumer GPUs at password cracking. Specops explains why attackers don't need exotic ...

Starware’s CPO has proposed a solution that would make Bitcoin users make quantum-safe transactions today without protocol changes, though high costs make it impractical for everyday use.

StarkWare’s Avihu Levy proposes "Quantum Safe Bitcoin" (QSB) a puzzle scheme secures BTC crypto transactions against quantum computing threat ...

Bitcoin transactions could be resistant to quantum attacks without changing the network’s core rules, a new proposal contends ...

A new study challenges fears of quantum mining dominance, arguing that real-world constraints make it impractical while ...

​For much of the past decade, post-quantum cryptography (PQC) lived primarily in academic journals and standards committees.

Developers are considering ways to quantum-proof the world's oldest cryptocurrency as the threat of this computing moves beyond a hypothetical.

One paper finds that attacking the bitcoin blockchain through quantum mining would demand the energy output of a star.

Google reveals quantum threat to Bitcoin with new circuit designs using fewer resources, impacting 6.9 million BTC at risk.