🎮The Next Input — Issue #034

The Era of AI Hacking is Here

Aaron Bost
August 18, 2025

In partnership with

⚡ The Briefing — 60 sec

GPT-5 is “supposed to be nicer now.” I miss the old GPT, straight from the go GPT.
AI cat soap operas flood the internet. K-dramas, step aside—these whiskered sagas are disturbingly bingeable.
The era of AI hacking has arrived. What have we unleashed when LLMs start red-teaming the world?

🛠️ The Playbook — AI Threat Monitor for Security Teams

Mission Continuously scan AI model outputs, security feeds, and known exploit repos for suspicious activity, cluster threats, and alert security leads in Slack.
Difficulty Advanced | Build time 90 min
ROI Security analysts save ≈ 12 h/week and catch red flags earlier.

Step	Action
1	Trigger – Zapier Schedule → every 3 h.
2	GitHub API – Pull commits from repos tagged `#exploit`, `#prompt-injection`.
3	RSS Scraper – Track AI security blogs + CVE feeds.
4	Claude 3.5 Sonnet – Prompt: “Summarise and cluster these updates into 3 categories: (1) Prompt Injection, (2) Data Leakage, (3) Model Jailbreak. Return JSON with top risks + severity 1-5.”
5	BigQuery – Store structured risk items with timestamp.
6	Looker Studio – Heatmap dashboard by risk type & severity.
7	Slack API – DM #sec-ops if any severity ≥4: “🚨 {risk} spotted — {source}.”
8	Fail-safe – If Claude fails, push raw links to `_Manual Review` sheet.

Pro tip: Add a “Hall of Shame” tab logging repeat offenders—patterns emerge across repos and blogs.

🎯 The Arsenal — Tools & Prompts

Asset	What it does	Link
GitGuardian	Monitors GitHub for secrets & security keywords.	https://gitguardian.com
Feedly AI	Curates niche feeds like “AI exploit news.”	https://feedly.com/ai
Cortex XSOAR	Automates SecOps playbooks with AI triage.	https://www.paloaltonetworks.com/cortex/xsoar
Prompt · 1-Line Risk Callout	Paste exploit → Slack-ready warning.

Write 1 sentence: “⚠ New {risk_type}: {summary}. Review immediately.”

💡 Free Office Hours

Need a threat monitor or AI-sec alert system?
Book a free 15-minute Office Hours slot—no sales pitch, just workflows solved.

→ Grab a slot: https://calendly.com/aaron-cylentis/the-next-input-office-hours

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🕹️ Game Over

Automate one risk feed tonight—tomorrow’s SOC review will thank you.
Share your win; you could headline Issue #031.

— Aaron
Automating the boring. Amplifying the brilliant.

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