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The economics of AI agent jailbreaks: who profits when an LLM goes off-rails

Martynas VareikisApril 30, 20260

Every successful jailbreak prompt has a price. A look at the underground market for AI agent bypasses in 2026 — who builds them, who buys them, and how the profit motive shapes the threat landscape.

Local AI vs cloud AI: the real security trade-offs in 2026

Martynas VareikisApril 30, 20260

Running models locally feels safer than sending data to OpenAI. Sometimes it is. Sometimes it isn’t. A practitioner’s breakdown of the actual security trade-offs between local and cloud AI deployments.

AI in the SOC: where it’s actually working in 2026

Martynas VareikisApril 30, 20260

AI in security operations has graduated from vendor demoware to production reality — but only in three specific use cases. Here’s where AI is genuinely changing SOC work in 2026, and where it still doesn’t.

Tracking ransomware infrastructure: a 2026 OSINT methodology

Jesse William McGrawApril 30, 20260

A practitioner’s OSINT methodology for tracking ransomware infrastructure in 2026 — the seven sources to monitor, how to correlate them, and the operational hygiene that keeps your work credible.

The Bellingcat geolocation toolkit: 10 sources that always work

Jesse William McGrawApril 30, 20260

Ten geolocation sources that never let me down on an OSINT investigation, ranked by how often they crack the case. Free where possible, paid where necessary.

Telegram OSINT: how investigators trace channels and admins in 2026

Jesse William McGrawApril 30, 20260

A practitioner’s playbook for Telegram OSINT in 2026 — how to discover channels, fingerprint admins, archive content, and build defensible attribution without burning your access.

Maltego workflows for ransomware research: a 2026 starter pack

Ransomnews Research TeamApril 30, 20260

A starter pack of Maltego transforms and graph patterns for ransomware research — entity model, transform recommendations, and three reusable graphs that pay rent on every investigation.

How to verify a leaked dataset before you write about it

Ransomnews Research TeamApril 30, 20260

Newsroom and researcher checklist for validating a leaked dataset before publishing — five tests that catch fabrication, recycled breaches, and misattributed dumps.

Learning OpenClaw: Exposing Dangerous Defaults

Martynas VareikisApril 30, 20260

A practitioner’s account of building a local AI stack with OpenClaw — and discovering that out-of-the-box defaults turn it into a wide-open data exposure surface for prompt injection and remote compromise.

OPSEC for OSINT investigators: not contaminating what you research

Jesse William McGrawApril 30, 20260

How journalists and OSINT analysts keep their personal accounts, devices, and identity separate from the investigations they run. Defensive opsec, not evasion.

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