ai - AlphaHunt Converge

weekly

[SIGNALS WEEKLY] Control Planes Under Pressure: KEV, AI, and Identity

Patch the control plane, then hunt leaked authority: new admins, fresh tokens, API use from new origins. Copied keys can outlive a green patch dashboard.

gametheory

[GAME THEORY] The Model Was Not Breached. It Was Mined.

The attacker needs sustained, useful output. Defenders can turn that dependency into friction across the access ecosystem.

weekly

[SIGNALS WEEKLY] Compressed View of Current Cyber Threat Landscape

Three clocks are running: active PaperCut exploitation, QTFY infrastructure rebuilding after disruption, and AI-agent activity outpacing log governance. Hunt the transitions—not the tidy incident story.

weekly

[SIGNALS WEEKLY] Expanding State Cyber Powers Amid Exploitable Gaps

Exposed management planes are becoming the shortest path from ordinary web access to operational impact. Ray CVE-2025-62593 is now in CISA’s KEV, while new Haiwell and Metasys flaws put AI compute and OT interfaces on the same uncomfortable list.

gametheory

[GAME THEORY] The dangerous part of the AI tool is who gets to edit the instructions later.

MCP tool metadata can become routing logic. Here is who should re-approve changes—and what runtime controls must still decide.

weekly

[SIGNALS WEEKLY] Shifting Access Paths: OT, Identity, and Adversarial AI

Some of this week’s most useful threat signals point to access paths that sit just outside the normal inventory: a cellular modem added by an OT integrator, a hotel captive portal steering a traveler toward token theft, or a passkey implementation that trusts the wrong lifecycle step.

gametheory

[GAME THEORY] AI gateways are becoming the new IAM chokepoint

AI gateways are starting to concentrate credentials, logs, routing, quotas, and policy. That makes them worth watching now.

weekly

[SIGNALS WEEKLY] Control Planes, Stealers, and Emerging AI-Tool Abuse

The control plane blinked. Management surfaces are still getting treated like furniture.

weekly

[SIGNALS WEEKLY] Compressed Timelines at the Edge of the Network

Fortinet VPN portals are getting probed. npm installs can execute more than your build expected. And now the AI conversation is not “someday” — it is about compressed timelines.

gametheory

[GAME THEORY] The Agent Did Not Hack You. The Connector Did.

MCP is not just an AI security story. It may be the first real test of agent connector supply-chain risk.

gametheory

[GAME THEORY] Your AI Agent Remembered the Secret. So Did the Attacker.

AI agents are becoming useful because they remember. That also means they are quietly becoming data stores.

forecasts

[FORECAST] The next secret-stealing campaign may start with a tool you trusted

AI coding tools are becoming trusted middlemen. That gives defenders a new attack path to understand before it gets ugly.