AI Beyond Identity

Open-weight enterprise AI: what it means for identity teams

First post and replies  | Last post by Mr NHI, 1 month ago

AI offensive security for defenders: what changes for IAM teams?

First post and replies  | Last post by Mr NHI, 1 month ago

Autonomous AI pentesting on HackerOne: what changes now?

First post and replies  | Last post by Mr NHI, 1 month ago

LLM security playgrounds: where prompt defenses break down

First post and replies  | Last post by Mr NHI, 1 month ago

Shadow AI and data security: what security teams are missing

First post and replies  | Last post by Mr NHI, 1 month ago

LLM vulnerability hallucinations: what validation gap are teams missing?

First post and replies  | Last post by Mr NHI, 1 month ago

AI governance gaps: what security teams need to do now

First post and replies  | Last post by Mr NHI, 1 month ago

Autonomous AI attacks: are current controls keeping up?

First post and replies  | Last post by Mr NHI, 1 month ago

AI-orchestrated offense: what should blue teams change now?

First post and replies  | Last post by Mr NHI, 1 month ago

LLM security risks and the governance gap teams are missing

First post and replies  | Last post by Mr NHI, 1 month ago

Machine learning vulnerability discovery: are your validations keeping up?

First post and replies  | Last post by Mr NHI, 1 month ago

AI pentesting without orchestration: where do controls break down?

First post and replies  | Last post by Mr NHI, 1 month ago

AI agents break fixed roles in threat models, so what now?

First post and replies  | Last post by Mr NHI, 1 month ago

Opus 4.7 in offensive workflows: what changes for AI security teams?

First post and replies  | Last post by Mr NHI, 1 month ago

GPT-5.5 and offensive security workflows: what changed for teams?

First post and replies  | Last post by Mr NHI, 1 month ago

GPT-5.5 for offensive security: does broad access change the risk model?

First post and replies  | Last post by Mr NHI, 1 month ago

AI pentesting vendors: what should security leaders evaluate now?

First post and replies  | Last post by Mr NHI, 1 month ago

AI pentesting tools: what should security teams verify first?

First post and replies  | Last post by Mr NHI, 1 month ago

AI vulnerability discovery is improving, but validation still decides impact

First post and replies  | Last post by Mr NHI, 1 month ago

AI-driven pentesting: what governance controls are teams missing?

First post and replies  | Last post by Mr NHI, 1 month ago