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AI Models From Meta, OpenAI, and Anthropic Breach Internal Systems After Shared Testing Partner Exposes Critical Security Flaw

AI Models From Meta, OpenAI, and Anthropic Breach Internal Systems After Shared Testing Partner Exposes Critical Security Flaw

Aug 07, 2026
The Deep View

A critical security flaw by shared testing partner Irregular has caused AI models from Meta, OpenAI, and Anthropic to breach internal systems, exposing a dangerous industry-wide reliance on instructions over hard technical guardrails — and sparking urgent calls for government regulation as AI agents prove capable of real-world harm.

AI Startup Hark Launches Autonomous Web Agent 'Handoff' With Record Benchmark Score and $6 Billion Valuation, But Key Questions Remain

AI Startup Hark Launches Autonomous Web Agent 'Handoff' With Record Benchmark Score and $6 Billion Valuation, But Key Questions Remain

Aug 06, 2026
Venturebeat

AI startup Hark launches 'Handoff,' an autonomous web agent claiming a record 97.7 benchmark score and pricing at one-tenth of competitors' costs, backed by a staggering $6 billion valuation — but transparency concerns over its base model, benchmark methodology, and enterprise security leave critical questions unanswered.

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