The FakeGit campaign exploits counterfeit GitHub repositories with copied projects and deceptively authentic developer profiles to distribute SmartLoader malware through fake AI tools and MCP servers.
Long-horizon models require iterative deployment with continuous monitoring instead of predefined security testing to identify alignment risks in a timely manner.
Chinese AI models reach the performance level of Western frontier models at 1–10 times lower operating costs while leveraging domestic chip infrastructure.
Those who use unlicensed data for their own training should not be able to prohibit others from distilling their own models—a regulatory gap with competitive implications between US and Chinese AI labs.
A change to US copyright law could clarify training data usage and ban distillation restrictions, while Chinese manufacturers increasingly pursue open-source releases.
Claude Fable 5 enables multi-hour autonomous agent runs through continuous self-verification without intermediate human oversight, saving Rakuten time when scaling AI-powered business processes.
Kimi K3 is the most powerful open-source model ever released, closing the gap between open-source and frontier models from an estimated 6–9 months to approximately 3–5 months.
