🔭 Signals¶
Early-warning trends and behaviour shifts worth watching before they become a story — not confirmed news. Sorted by status, then analytic confidence (ICD-203 model: 🟩 High · 🟨 Moderate · 🟥 Low). Forum/sentiment evidence is anecdotal by nature — verify before treating any signal as an established trend.
AI agent audit-trail integrity
Technology & AI
Strengthening 🟩
Frontier AI labs' self-governance credibility under strain
Regulatory & Public Sentiment
Strengthening 🟩
DPRK npm/developer-ecosystem supply-chain scale-up
Threat-Actor Behaviour
Strengthening 🟩
Silent Ransom Group's sustained, FBI-named campaign against US law firms
Threat-Actor Behaviour
Strengthening 🟨
Autonomous AI agents running production intrusions end-to-end
Technology & AI
Watching 🟨
DPRK-suspected exchange heists escalating in scale, record shattered twice in five weeks ⚡
Threat-Actor Behaviour
Watching 🟨
DPRK laptop-farm facilitation-layer resilience
Threat-Actor Behaviour
Watching 🟨
AI data-center community opposition going international
Market & Customer
Watching 🟨
US-China AI-incident dialogue channel as a new diplomatic-hotline template
Geopolitical
Watching 🟨
Surveillance-vendor procurement backlash spreading beyond Flock
Regulatory & Public Sentiment
Watching 🟨
Rival extortion groups weaponizing each other's leak-site infrastructure
Threat-Actor Behaviour
Watching 🟨
New RaaS brands reaching multi-country scale within weeks of launch
Threat-Actor Behaviour
Fading 🟨
📊 Track record¶
6 early call(s) graduated to confirmed trends · average lead time ≈ 6 months ahead of the mainstream.
Offensive-AI access bifurcation — called 2026-07-22, confirmed mainstream 2026-10-10~3 months early
AI infrastructure concentration risk — called 2025-12-22, confirmed mainstream 2026-10-05~9 months early
Vibe-coding vulnerability surge — called 2026-04-04, confirmed mainstream 2026-10-05~6 months early
AI coding agents as attacker tradecraft — called 2025-11-15, confirmed mainstream 2026-09-02~10 months early
AI labor-cost backlash — called 2026-04-26, confirmed mainstream 2026-09-02~4 months early
Flock ALPR camera backlash — called 2026-02-27, confirmed mainstream 2026-09-02~6 months early
🗄️ Archive¶
Resolved signals — either graduated into a confirmed trend or faded out. Kept for lineage and rechecked periodically for resurgence.
Offensive-AI access bifurcation ⚡
Technology & AI
Confirmed-trend 🟩
AI infrastructure concentration risk
Market & Customer
Confirmed-trend 🟩
Vibe-coding vulnerability surge
Technology & AI
Confirmed-trend 🟩
AI coding agents as attacker tradecraft
Threat-Actor Behaviour
Confirmed-trend 🟩
AI labor-cost backlash
Market & Customer
Confirmed-trend 🟩
Flock ALPR camera backlash
Regulatory & Public Sentiment
Confirmed-trend 🟩