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Ukraine has unveiled a drone called the Tsyklop, and it fights the way a peregrine falcon hunts. The one-way interceptor climbs above hostile UAVs and dives at high speed before detonating on impact. With more than one hundred reported kills already, it represents a significant shift in how low-cost aerial threats are countered on the battlefield.
Shifting to the AI frontier, researchers are asking a pointed question with ExploitGym: can AI agents take a known security vulnerability and turn it into a working attack? The project puts autonomous systems through their paces against real-world exploit scenarios, and the implications for defenders are serious. If AI can reliably close the gap between disclosure and exploitation, the security industry's response timelines may need a fundamental rethink.
And on the infrastructure side of AI, PyTorch Monarch has arrived on AMD GPUs. Meta's distributed training framework, previously tied closely to NVIDIA hardware, is now running on AMD's ROCm platform. That matters because it introduces genuine competition into the high-end training stack, giving researchers and companies more options as the cost of compute remains one of the central tensions in the field.
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