Type: AI model lab
DeepSeek is an AI model lab known for reasoning and open model releases. GROUNDING tracks DeepSeek model updates, benchmarks, ecosystem usage, and builder adoption signals.
Recent Updates
- 2026-07-16: Long-context LLMs can fail when evidence is spread out, and anti-hallucination prompts can reduce accuracy (cs.CL updates on arXiv.org) · arxiv.org — Long Context LLM Evals Context Engineering arXiv · Google · OpenAI · Anthropic Amirali Ebrahimzadeh · Gemini 2.5 Flash ChatGPT 5 mini Claude-4.5-haiku Deepseek-v3.2-chat
- 2026-07-16: Claude Code-style agent architectures and the cost of dropping context (AI Projects) · agents.md — Agents Context Engineering Anthropic · Huawei GenAI · DeepSeek V4
- 2026-07-16: A case for not defaulting to the largest LLM for planning work (AI Projects) · t.me — Anthropic · Google · Opus · Gemini Pro DeepSeek Pro
- 2026-07-16: Moonshot AI launches Kimi K3 and the limits of the pelican benchmark (Simon Willison’s Weblog) · simonwillison.net — LLM Evals Moonshot AI · Artificial Analysis Arena.ai · OpenRouter · Anthropic · OpenAI · llama.cpp · LM Studio Simon Willison · Kimi K3 · kimi-k2.6 · DeepSeek V4 Pro · Claude Opus 4.8 Max · Claude Fable 5 · GPT 5.5 high · GPT-5.6 Sol · GLM-5.2
- 2026-07-17: From OpenClaw to Scout: how Microsoft is productizing a popular AI agent idea (Все статьи подряд / Искусственный интеллект / Хабр) · habr.com — Agents Tool Use Microsoft · OpenAI OpenClaw Foundation · Meta · Anthropic · Tencent · z.ai · WeChat · Harvard · Stanford · MIT · Habr Peter Steinberger Matt Schlicht Let Yue Scott Shambo
- 2026-07-17: IDC says Alibaba’s Qoder leads China’s AI coding market (量子位) · qbitai.com — Agents Code Agents Context Engineering Tool Use IDC · Alibaba Qoder · Qwen SWE-Pro SWE-Multilingual Terminal Bench 2.0-Terminus · Gartner · Alibaba Cloud · OpenAI · Anthropic · Microsoft · Kimi · GLM · Claude Code · Codex · QbitAI 梦瑶 · Qwen3.7-Max
- 2026-07-17: Section 7.2 of Sebastian Raschka’s attention-variants guide (Sebastian Raschka) — Long Context GitHub · Hugging Face Redbubble · Substack Sebastian Raschka Kimi Linear · Kimi Delta Attention Qwen3-Next · Qwen3.5 Ling 2.5 · Nemotron 3 Nano · Nemotron 3 Super · Mamba-2
- 2026-07-17: T-Search: an open agent-retriever for multi-step search (Все статьи подряд / Искусственный интеллект / Хабр) · habr.com — RAG Agents Context Engineering T-Bank · Chroma Tolia Potapov T-Search · Qwen3.6-35B-A3B TRuST SynthComp · DeepSeek-V3.2 · kimi-k2.5 · GLM · Qwen3.5 Context-1
- 2026-07-17: Mozilla argues open-weight AI is moving into production, while the agentic harness becomes the real bottleneck (Hacker News) · stateofopensource.ai — Agents Tool Use Context Engineering Open Source LLMs Mozilla · PwC Red Cross · OpenRouter · Databricks · Mistral SlashData
- 2026-07-17: A Chinese AI chip article argues the real competitor is CUDA, not Nvidia GPUs (量子位) · qbitai.com — NVIDIA · QbitAI Qingwei Intelligent FlagOS RAISA Torus-X CUDA Toolkit · Anthropic Yun Zhong
- 2026-07-18: Controlling Reasoning Effort in LLMs (Ahead of AI) · magazine.sebastianraschka.com — OpenAI · o1 · DeepSeek R1 · GPT-5.6 Kimi K1.5
- 2026-07-19: Kimi K3 demand spikes on OpenRouter as practical tests reportedly outperform academic benchmarks (@turboproject) · t.me — LLM Evals OpenRouter · Huawei · Kimi K3 · Fable Code Arena Creative Writing · DeepSeek-V4-Flash
- 2026-07-20: Zhihu is positioning itself as an AI talent and knowledge hub around WAIC (量子位) · qbitai.com — MCP Tool Use Agents Zhihu WAIC · Kimi K2 · Moonshot AI · OpenAI 宇树科技 智元机器人 Tabbit · 清华大学 · 面壁智能 知乎直答 Dylan 李欣科 衣鹏 刘知远 汪玉 包云岗 情酱 马凯 谢天宝 Timothy 陈天行 陈源培 黄一 刘鸿樟 柴文浩 陈博远 苏剑林 DeepSeek-V3/R1
- 2026-07-20: How Much It Really Costs to Train an LLM From Scratch (Все статьи подряд / Искусственный интеллект / Хабр) · habr.com — DeepMind · Epoch AI · ByteDance · Habr Andrey Karpathy · GPT-4 · DeepSeek-V3 · R1 habrGPT · GPT-2 PaLM · Chinchilla
- 2026-07-20: Import AI 465: open-weight cyber gaps, Kimi K3, and Demis’ policy plan (Import AI) · importai.substack.com — LLM Evals Import AI UK government AI Security Institute AISI · Kimi Demis · GLM-5.2 · DeepSeek V4 Pro · Claude Opus 4.6 Opus 4.5 · GPT-5 · Claude Opus 4.5 · Sonnet 4.5 · Kimi K3
- 2026-07-20: Controlling Reasoning Effort in LLMs (Hacker News) · magazine.sebastianraschka.com — OpenAI · WolframAlpha LeetCode · arXiv · o1 · DeepSeek R1 · GPT-5.6 Kimi K1.5
- 2026-07-20: OpenRouter token demand appears to be shifting toward faster, cheaper models (@turboproject) · t.me — Agents Context Engineering OpenRouter · Kimi K3 · Claude Fable · DeepSeek-V4-Flash
- 2026-07-21: DeepSeek R1 Distillation Is Framed as a Surprisingly Strong Supervised Fine-Tuning Result (TheSequence) · thesequence.substack.com — Open Source LLMs TheSequence · R1 · Qwen · LLaMA
- 2026-07-21: A Local Developer Agent Built on Browser Sessions for DeepSeek, Qwen, and ChatGPT (Все статьи подряд / Искусственный интеллект / Хабр) · habr.com — Agents Tool Use Agent Memory Code Agents
- 2026-07-21: How JobPath cut LLM processing costs from about 30 a month (Все статьи подряд / Искусственный интеллект / Хабр) · habr.com — LLM Evals Tool Use JobPath Claude · Fable · OpenRouter · Claude Sonnet · Qwen3-235B flash · Opus 4.8
- 2026-07-21: Perplexity as a signal of model similarity and ensemble diversity (@turboproject) · t.me — LLM Evals LM Arena · Kimi K3 · Fable 5 · DeepSeek V4 · Claude
- 2026-07-22: StarGuard AI is a security gateway for enterprise LLM traffic (Все статьи подряд / Искусственный интеллект / Хабр) · habr.com — OpenAI OpenWebUI · Claude Nikita Vekesser · GigaChat · YandexGPT
- 2026-07-22: Open models roundup on Kimi K3, Qwen, and the open-closed gap (Interconnects AI) · interconnects.ai — Open Source LLMs LLM Evals Agents Code Agents Interconnects Manning Amazon · Qwen · MiniMax Apple Podcasts · Spotify Nathan Lambert Florian Brand Xi Ben Thompson · Kimi K3 · GLM-5.2 · Opus · GPT
- 2026-07-23: Poolside releases Laguna S 2.1, an open coding model with 1M-token context (Искусственный интеллект – AI, ANN и иные формы искусственного разума) · habr.com — Code Agents Open Source LLMs Long Context LLM Evals Poolside · NVIDIA · Hugging Face · OpenAI Thinking Machines · OpenRouter · Xiaomi · Tencent · Z ai · Moonshot · Anthropic · GitHub · Axios · White House US Department of Commerce Jason Warner David Sacks · Laguna S 2.1 · GPT-OSS 120B DeepSeek V4 lite · Nemotron 3 Ultra · Inkling · Kimi K3
- 2026-07-25: Andrew Ng’s OpenWorker is an open-source desktop agent with local-first controls (量子位) · qbitai.com — Agents Tool Use MCP Open Source LLMs GitHub · Slack · Jira · Notion · Linear · Hubspot Outlook · Gmail Google Calendar · OpenAI · Ollama · Google · Baidu DeepLearning.AI Coursera · Stanford University Google Brain Andrew Ng Daphne Koller 文婷 · GPT-5.6 Sol · Claude Fable Gemini 3.6 · Kimi · GLM · Inkling
FAQ
What is DeepSeek?
DeepSeek is an AI model lab known for reasoning and open model releases. GROUNDING tracks DeepSeek model updates, benchmarks, ecosystem usage, and builder adoption signals.
What does this page track?
Dated radar mentions, source links, related concepts, and builder-relevant context for DeepSeek, collected automatically by GROUNDING.
When was DeepSeek last mentioned?
DeepSeek was most recently mentioned in a radar update dated 2026-07-25.
Category: Foundation Model & Frontier AI Labs