DeepSeek is a Chinese AI research laboratory that has developed highly capable open-source language models including DeepSeek-V3 and DeepSeek-R1, notable for their efficiency and performance.
A checklist the author uses when testing a new OpenAI-compatible LLM gateway, which helps catch integration failures before moving real workloads. For Chinese models like Qwen, DeepSeek, GLM, and Kimi…
Marc Andreessen told a16z's January 2026 LP meeting that the competitive advantage in artificial intelligence no longer comes from the underlying model, but from the infrastructure and applications bu…
Researchers have introduced Adaptive Parallel Reasoning, a new approach that allows AI reasoning models to autonomously decide when to decompose problems into parallel subtasks and how many concurrent…
Modular announced that traditional HTTP-era load balancing algorithms like round-robin, consistent hashing, and least-connections are inadequate for large language model inference because GPU pods are…
Researchers analyzing weight files from over a dozen open-weight language models — spanning labs including Qwen, DeepSeek, Google, and OpenAI, from 0.6 billion to 1.4 trillion parameters — found that …
Workers who use multiple AI tools like ChatGPT, Gemini, Copilot, Claude, and DeepSeek simultaneously are experiencing worsened mental health due to information overload and tool sprawl, according to a…
OpenAI lost its legal leverage, revenue credibility, and cloud exclusivity in five days. Elon Musk testified in a trial that could redefine for-profit AI conversions, while the company missed revenue …
Together AI has launched DeepSeek-V4 Pro, a 1.6T-parameter Mixture-of-Experts model with a 512K-token context window, priced at $2.10 per million input tokens and $4.40 per million output tokens. The …
Meta's FAIR team documented a series of training failures in 2021 for their OPT-175B model, including repeated loss explosions and learning issues that required extensive hyperparameter tuning and arc…
This article describes a Python script that functions as an OpenAI-compatible proxy for the DeepSeek V4 Flash model, designed to optimize API usage through intelligent context compression. The proxy a…
DeepSeek-V4 introduces a new architecture using hybrid attention mechanisms—Compressed Sparse Attention (CSA) and Heavily Compressed Attention (HCA)—to drastically reduce the computational cost and me…
AgentRouter is a non-profit AI API gateway launched in October 2025 that allows developers to access models from providers like OpenAI, Anthropic, DeepSeek, and Zhipu AI through a single API key and e…
Lamport Agent**, an AI-assisted tool that uses large language models (LLMs) to automatically generate formal specifications and detect race conditions from production codebases. It demonstrates the ag…