AI attack-surface audit: see yourself the way an AI-augmented attacker does
Written after Google's threat-intelligence report in May 2026. AI hacking has gone from nascent to industrial scale, with commercial AI models digging up zero-days humans had missed for decades. This prompt lays out every place you can be attacked.
Map your digital footprint → identify AI-augmented threats (deepfake phishing / automated recon / AI-scaled brute force) → likelihood × impact matrix → specific fixes (not "use strong passwords")
[ Log in to see the full prompt ]Sign up free to see the full prompt, copy it, save it, and join the discussion. Free content unlocks on login; Pro content is a separate subscription.
Google's May 2026 report put it bluntly: "for every zero-day we can trace back to AI, there are probably many more out there" (John Hultquist). AI-driven attacks have moved from proof-of-concept to production. This prompt is purely defensive: it stands in the attacker's shoes and looks back at you. Especially important for founders, freelancers, and public figures.
結構化威脅評估:attack surface 表 + AI-augmented 威脅清單 + 風險矩陣 + 具體 fix 步驟(不是「用強密碼」level)+ 整體曝險評等(Low / Moderate / Significant)
Suno Engineer's Mindset: 4 Steps to a Song That Doesn't Sound Like AI
A studio engineer's breakdown of Suno's fatal weaknesses (fried vocals, high-frequency artifacts), plus a 4-step DAW workflow and a Suno Studio cleanup prompt.
5 Claude Weekly Workflows That Stuck After 6 Months
Proposal generator / meeting processor / content repurposer / Friday review / shutdown reset — out of 40 I tried, only these 5 survived, each saving 30+ minutes per run.