Kimi K2 Thinking profile
Kimi K2 Thinking — security & risk dashboard
Known weaknesses, safety and security advisories, and documented real-world incidents for Kimi K2 Thinking — collected automatically and re-checked every few hours, so teams building on it can see what to design around.
Last checked 20 Oct 2026
Known flaws
5
Security risks
4
Real-world incidents
0
Advisories logged
0
Security, safety & abuse risks
- Agent deployments with excessive tool permissions can expose files, credentials and external services; use least-privilege access.
- Untrusted documents and tool outputs can introduce prompt-injection instructions; isolate them from privileged actions.
- Generated code and shell commands can be unsafe or incorrect; require sandboxing and review before execution.
- Sensitive information included in prompts or tool results can propagate into logs or downstream services; minimize and redact sensitive data.
Known flaws & limitations
- Text-only inputs do not provide native image, audio or video understanding.
- The trillion-parameter mixture-of-experts architecture requires substantial memory and serving infrastructure despite sparse activation and quantization.
- Extended reasoning and repeated tool calls can increase latency and total token expenditure.
- Tool-assisted benchmark results depend on external tools, evaluation scaffolding and execution budgets.
- Strong benchmark performance does not guarantee factual accuracy or successful completion of unfamiliar tasks.
Security advisories & risk updates
No risk advisories logged since this profile started being tracked. New ones appear here automatically.
What this means if you are building on it
- Native image, audio or video understanding.
- Latency-critical applications that require consistently short responses.
- Small-device or low-memory self-hosting.
- Unsupervised consequential decisions or unrestricted access to production systems.
Everything here comes from published documentation, advisories and reporting, with links to the original sources. It is not a complete vulnerability database — always check the provider's own security notices before shipping.