Qwen3.5-Flash vs DeepSeek V3.2: Budget API Battle With a Pricing Twist
A detailed comparison of Qwen3.5-Flash and DeepSeek V3.2 API pricing, benchmarks, and tradeoffs - flat-rate simplicity versus cache-dependent discounts in the budget AI tier.
Deep seek
Ask Claude Sonnet 4.6 What Model It Is in Chinese - It Says DeepSeek
Claude Sonnet 4.6 identifies itself as DeepSeek when prompted in Chinese, just one day after Anthropic accused DeepSeek of industrial-scale distillation attacks. The cause is training data contamination, not an identity crisis - but the timing is spectacular.
A Low-Skill Hacker Used Claude and DeepSeek to Breach 600 Firewalls in Five Weeks
Amazon exposes a Russian-speaking hacker who used ARXON (an MCP server feeding data to Claude and DeepSeek) and CHECKER2 to breach 600+ FortiGate firewalls across 55 countries in five weeks - no zero-days required.
Anthropic Says DeepSeek, Moonshot, and MiniMax Ran 24,000 Fake Accounts to Steal Claude's Capabilities
Anthropic accuses three Chinese AI labs of industrial-scale distillation attacks using 24,000 fraudulent accounts and 16 million exchanges with Claude. MiniMax ran the largest operation at 13 million exchanges. None of the three companies have responded.
A Single Operator Used DeepSeek and Claude to Breach 600 FortiGate Firewalls in 5 Weeks
Amazon Threat Intelligence uncovered a Russian-speaking threat actor using DeepSeek for attack planning, Claude for autonomous exploitation, and a custom MCP server called ARXON to breach 600+ FortiGate devices across 55 countries.
DeepSeek V3.2 Review: GPT-5 Performance at a Fraction of the Cost
A thorough review of DeepSeek V3.2, the 671B parameter MoE model that delivers frontier-level performance at dramatically lower cost with an MIT license.
