Security · AI
Cybersecurity Looks Like Proof of Work Now
Anthropic's Mythos model completed a full 32-step corporate network attack simulation in 3 of 10 attempts; AISI confirmed it's a step-change over prior models. dbreunig extracts the uncomfortable takeaway: hardening a system now means spending more tokens finding exploits than your attacker does. Security is becoming a token budget war, not a cleverness war.
AI · Coding Theory
The Peril of Laziness Lost
Bryan Cantrill makes the case that Larry Wall's "laziness" — the programmer virtue of optimizing to never repeat yourself — is what LLMs fundamentally lack. LLMs don't feel the cost of future complexity; they'll happily grow a layercake of junk. The human constraint of finite time is what forces elegant abstractions, and outsourcing too much removes exactly that pressure.
AI · Productivity
How AI Made Me a Builder
A designer writes about AI finally closing the gap between imagination and execution — not by replacing craft, but by making the feedback loop immediate. Building in code forced her to learn in context, which made her sharper. The loop: hit a wall → read + ask AI → test → come back with better prompts. Underrated framing of how AI actually teaches.