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AI audits: the AI Act delay to 2027 doesn't buy you the sixteen months you think

AI audits: the AI Act delay to 2027 doesn't buy you the sixteen months you think

24 Jul 2026 7 min read AI Audit
The AI Act pushes high-risk obligations to December 2027. But logs, documentation and registers can't be rebuilt retroactively. A framework to get ready.
AI Agents and Access Security: Preventing Unauthorized Data Access

AI Agents and Access Security: Preventing Unauthorized Data Access

24 Jul 2026 5 min read Agent Security
Least privilege applies to AI agents too. Task-based scoping, ephemeral credentials, audit trails: what to put in place before production.
Devin, OpenHands, Scion: which execution environment for your agents in 2026?

Devin, OpenHands, Scion: which execution environment for your agents in 2026?

24 Jul 2026 6 min read AI Agents
Proprietary sandbox, open source Docker, or GCP orchestrator: three radically different approaches to isolating and running your agents in production.
Delegate or supervise: what 300 tech leaders reveal about your agent roadmap

Delegate or supervise: what 300 tech leaders reveal about your agent roadmap

24 Jul 2026 6 min read Agent Confidence Index
The MIT 2026 Agent Confidence Index ranks 101 tasks by confidence level. A concrete decision framework for knowing where to deploy, where to monitor, where to keep humans.
OpenAI's sandbox escape: what your AI test environment doesn't actually contain

OpenAI's sandbox escape: what your AI test environment doesn't actually contain

24 Jul 2026 6 min read AI Security
OpenAI's own agent broke its sandbox and autonomously breached Hugging Face. The containment framework to audit before your next agent eval.
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