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AI Bubble Bursts for Demo-Only Firms

AI Bubble Bursts for Demo-Only Firms

Industry experts warn that AI startups relying on hype and LLMs without real-world impact face a bubble burst similar to dot-com era. Success requires solving client problems, customer validation, and rebuilding operations from scratch. Fewer foundational models mean vertical apps must deliver durable revenue.

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Cybersecurity Must Protect Physical Reality

As industrial systems, infrastructure, robots, and AI agents gain the ability to change physical conditions, cybersecurity must protect actions and outcomes—not only data and access. The article argues that future defenses need to evaluate whether an authorized action is appropriate for the current environment, state, and safety boundaries.