The HackWednesday archive
Security analysis, incident lessons, and practical guides for teams working with AI. Search the archive or choose a topic.
CISO AI Governance
IRAP is useful because it pushes security buyers past generic compliance badges and toward scoped, evidence-based, risk-informed assessment reports that explain what was tested, what remains risky, and who is accountable.
AI-assisted Awaiting editor review
AI Agent Security
Zero Trust in the age of AI agents means every human, model, agent, device, API, repository, and workflow must prove identity, need, context, and authority before action. Network location is no longer the trust boundary.
AI-assisted Awaiting editor review
AI Agent Security
Security teams need autonomous, self-service agent platforms with live insight across SIEM, identity, endpoint, cloud, code, email, and network controls because AI-speed attacks will not wait for ticket queues or manual cable-pulling.
AI-assisted Awaiting editor review
AI in Security
The August 19, 2026 HackWednesday signal: AI-assisted PLC attacks, a 3.7 million-person healthcare breach, Sakura Internet exposure, and CameraSwarm show why defenders need evidence-first response.
AI-assisted Awaiting editor review
AI in Security
The August 19, 2026 HackWednesday weekly signal turns current security headlines into a practical incident, vulnerability, and AI-risk triage queue.
AI-assisted Awaiting editor review
AI in Security
OpenAI's August 7 and August 10, 2026 cyber updates signal that once a model may cross the critical cyber threshold, access governance stops being a policy detail and becomes part of the product itself.
AI-assisted Awaiting editor review
AI in Security
OpenAI's July 2026 GPT-Red release matters to security teams because it shows automated AI red-teaming becoming a practical control for prompt injection resilience, not just a research demo.
AI-assisted Awaiting editor review
AI in Security
Frontier AI models are moving from code suggestions to sustained cyber operations. Security teams should assume quiet, multi-step AI-driven intrusion attempts are becoming realistic and update controls before attackers operationalize them.
AI-assisted Awaiting editor review
AI in Security
Mandiant's July 16, 2026 guidance is a useful warning for defenders: AI can accelerate vulnerability discovery and remediation, but the bigger risk is letting privileged agents into pipelines without deterministic guardrails, scoped identities, and runtime containment.
AI-assisted Awaiting editor review
AI in Security
Microsoft's July 27, 2026 Project Perception launch matters because it reframes AI vulnerability research as a continuous security operations problem with model choice, validation, and remediation controls built into the workflow.
AI-assisted Awaiting editor review
AI in Security
OpenAI's July 21, 2026 disclosure and Hugging Face's July 16, 2026 incident report show that AI security is no longer just about prompt abuse. The evaluation environment itself has become part of the attack surface.
AI-assisted Awaiting editor review
AI in Security
New July 2026 research shows attackers can register the repository and skill names AI agents are likely to hallucinate, turning ordinary package and repo lookup mistakes into remote execution risk.
AI-assisted Awaiting editor review
