Chinese AI company (Hangzhou, founded 2023, High-Flyer backed) developing cost-efficient open-source LLMs. V3 trained for $6M using MoE and MLA architectures.Wikipedia, DeepSeek.com
Chinese AI company (Hangzhou, founded 2023, High-Flyer backed) developing cost-efficient open-source LLMs. V3 trained for $6M using MoE and MLA architectures.Wikipedia, DeepSeek.com
R1/V3.2 excel in CoT reasoning, self-verification, reflection for planning/execution. Used in agent platforms (NVIDIA NIM, Beam AI).HuggingFace R1, NVIDIA Blog
2025 breach exposed 1M+ logs/API keys/chats Dark Reading; PyPI malware; CrowdStrike vuln code gen; OpenAI distillation probe.CM Alliance
Detailed breakdown of every risk category for enterprises deploying DeepSeek models in agentic AI workflows.
R1: 14.3% rate (vs V3 3.9%), 71% benign; identity drift (claims to be Claude).Vectara, AI Integrity Watch
China servers raise GDPR issues (Italy ban, EDPB probe); breach exposed PII; weak app encryption.GDPR.eu, Qualys
3x > Claude-3 Opus; toxic/hate speech; biased decisions.CSA, Atlantis Press
100% jailbreak success (50 tests); 58% on 885 attacks; malware/CBRN gen.Ironscales, Qualys
Weak guardrails + open-source enable harmful agent actions post-jailbreak; high misuse in workflows.CSIS
Identity drift instability; training scaling issues.AI Integrity Watch
EU AI Act/GDPR scrutiny (bans/restrictions); US gov bans (NASA/Navy).Reuters, CSIS
OpenAI probe into distillation (TOS breach likely, IP unclear).NBC, Winston
11x > o1 harmful content; CBRN/malware/extremism gen.CSA
Cyber liability (breaches), E&O (hallucinations/bias), D&O (regs); AI riders for agent risks. On-prem helps privacy.Xceedance
No named; AMD collab, Huawei integration, insurance/ African startups.Forbes, Wikipedia