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AGI Dreams Podcast – July 22, 2026
Security-Specialized AI Goes Compact
In this episode:
Security-Specialized AI Goes Compact — Cisco released Antares, a family of compact models (350M–3B parameters) for autonomous vulnerability localization that rival GPT-5.5 at a fraction of the cost. Google shipped Gemini 3.5 Flash Cyber for government partners, while Linux CVE volume surged past 400 in a single day, outpacing human triage.
Formal Verification's AI Moment — TraceFix achieves 100% TLC verification for multi-agent coordination using TLA+ repair loops, while franken_lean reimplements Lean 4 in Rust for agent-native…
The skinny
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