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AGI Dreams Podcast – May 12, 2026

Local AI Hits Practical Maturity

In this episode:

Local AI Hits Practical Maturity — Local models now handle 65% of coding tasks at cloud-equivalent quality, cutting API costs by 75%. Multi-token prediction doubles decode throughput on consumer hardware, and projects like Project Caroline run capable AI on a Raspberry Pi with zero cloud dependency.

AI Security: When Offense Meets Defense — Google confirmed criminal hackers used an AI model to discover and weaponize a zero-day exploit, marking the first documented case of AI-powered vulnerability discovery in the wild. Defensive…

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