An engineer conducted six experiments on adversarial verification for AI agent outputs, finding that a 75% false-negative rate remained immovable despite attempts to shift it through majority voting, …
NaN Builders has published a comprehensive configuration guide for its LLM API, detailing setup instructions for clients, IDEs, agents, and SDKs. The guide covers available models including deepseek-v…
DeepSeek will launch its V4 series in mid-July with peak hour pricing that doubles token rates during designated periods, a first for the AI industry. The tiered pricing affects both V4-Pro and V4-Fla…
A developer warns that DeepSeek's response API is not compatible with OpenAI's Responses API, and that a common parsing mistake can silently drop the `reasoning_content` field. DeepSeek V4 models use …
DeepSeek has announced that the 75% discount on its V4 Pro model API pricing will become permanent after the promotion ends on May 31, 2026, reducing the price to one-quarter of the original. Addition…