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Applied AI·July 8, 2026·1 min read

DeepSeek accidentally built a working ransomware strain, experts note, 'What we are witnessing is a fundamental shift in how novel cyber attacks are born'

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A model casually generating working Android browser ransomware without human guidance means exploit ideation is now an AI-native workload. Security teams need to assume faster mutation cycles and broader attacker bench strength — and start testing their own defenses against model-generated attack patterns.

Applied AI

Chinese DoorDash rival smashes open source record with 1.6-trillion-parameter LLM with a 1-million-context-token model crafted without Nvidia hardware

A 1.6T-parameter, 1M-context model trained entirely on domestic chips shows that Nvidia is no longer a single point of failure for frontier-scale work. For operators, this is a concrete data point that geopolitical or export constraints won’t cap capability — they’ll just diversify the hardware and model ecosystem you have to integrate with.