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THE DAILY INDEX

Technology, AI, software, security, crypto and business

ANALYSIS & OPINIONS

TLDR IT

“STATEFUL SYSTEMS ARE INCREDIBLY HARD TO BUILD”: HOW PERPLEXITY THINKS ABOUT AI AGENT SANDBOXES

Perplexity's SPACE platform separates short-lived Firecracker microVM sandboxes from durable sessions that can be paused, resumed, moved, or forked across clusters without losing an agent's work. The architecture uses frequent snapshots, isolated credential handling, and network controls to securely support long-running agents at a scale of millions of sandbox creations and tens of millions of reconnects.

ABNORMAL AI EXTENDS BEHAVIORAL SECURITY TO IDENTITIES, AI SYSTEMS, AND INSIDER THREATS

Abnormal AI launched three products that extend its behavioral security platform into identity threat detection, AI governance, and fraudulent applicant screening. The tools correlate email, identity, SaaS, agent, and recruiting signals to flag compromised sessions, risky AI activity, suspicious help-desk requests, and potentially fabricated candidates before access is granted.

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