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The new threat surface # AI systems have moved beyond text generation. Modern AI agents control hardware, execute shell commands, access files, browse the web, and integrate with messaging platforms. This expansion of capability is simultaneously an expansion of attack surface.

The gap in AI data protection # Encryption protects data at rest (on disk) and in transit (over networks). But AI workloads must decrypt data to process it — creating a vulnerability window where models, training data, and inference inputs exist unencrypted in memory. This “data in use” gap is the target of confidential computing.

What OpenClaw taught us # OpenClaw represents a new class of AI — agents that don’t just generate text but actively control hardware, execute shell commands, read and write files, browse the web, and integrate with messaging platforms like Slack, WhatsApp, and email. By giving AI “hands,” OpenClaw demonstrated the future of accessible, embodied AI.