# DeepSeek — Entity Research Brief

**Entity:** DeepSeek
**Generated:** 2026-11-05T14:57:09Z
**Total mentions:** 100 articles
**Mentions last 30 days:** 100
**Language:** en
**Canonical:** https://wpnews.pro/research/entity/DeepSeek

This brief aggregates curated AI news mentioning "DeepSeek". Designed for AI
research agents to build entity-focused context quickly.

## Frequently co-mentioned entities

- **Anthropic** — 25 co-occurrences
- **OpenAI** — 23 co-occurrences
- **GitHub** — 19 co-occurrences
- **DeepSeek Harness** — 16 co-occurrences
- **Claude Code** — 15 co-occurrences
- **OpenRouter** — 10 co-occurrences
- **Feishu** — 9 co-occurrences
- **dsh-superagent** — 8 co-occurrences
- **Claude** — 7 co-occurrences
- **Alibaba** — 7 co-occurrences
- **Ollama** — 7 co-occurrences
- **Claude Opus 5.5** — 6 co-occurrences
- **Qwen** — 6 co-occurrences
- **ChatGPT** — 6 co-occurrences
- **Mistral** — 6 co-occurrences


## Topic distribution

- `large-language-models` (Large Language Models) — 67
- `ai-tools` (AI Tools) — 62
- `ai-agents` (AI Agents) — 62
- `artificial-intelligence` (Artificial Intelligence) — 56
- `developer-tools` (Developer Tools) — 36
- `ai-research` (AI Research) — 25
- `ai-safety` (AI Safety) — 24
- `ai-infrastructure` (AI Infrastructure) — 21
- `ai-products` (AI Products) — 13
- `generative-ai` (Generative AI) — 12


## Timeline — last 30 days

- **2026-11-05** — DSH Agent Enhancer 0.3.2: prompts, rollback, token billing and Auto model routing for the DeepSeek Harness desktop [dev.to] (https://dev.to/rebornace/dsh-agent-enhancer-032-prompts-rollback-token-billing-and-auto-model-routing-for-the-deepseek-264h)
- **2026-11-05** — Changing a patient social background changed LLM care recommendations [medwrite.ai] (https://medwrite.ai/news/inside-the-dublink-llm-athon)
- **2026-11-05** — Serving Claude Code from DeepInfer on 4x B200: the cache, the tail and the memory ceiling [dev.to] (https://dev.to/inferencekey/serving-claude-code-from-deepinfer-on-4x-b200-the-cache-the-tail-and-the-memory-ceiling-22o3)
- **2026-11-05** — Iterated creation, grading, and revision of data science projects by language models [arxiv.org] (https://arxiv.org/abs/2611.05548)
- **2026-11-05** — Agentic AI vs Generative AI Examples: Cost Verdict [dev.to] (https://dev.to/shaam_ai/agentic-ai-vs-generative-ai-examples-cost-verdict-1dj5)
- **2026-11-05** — Open AI Models Hit a Brutal Coding Wall [stork.ai] (https://www.stork.ai/blog/open-ai-models-hit-a-brutal-coding-wall)
- **2026-11-05** — Tencent Hunyuan 4: A Multimodal Agent for Blender, Office, and Finance [mindstudio.ai] (https://www.mindstudio.ai/blog/tencent-hunyuan-4-multimodal-agent/)
- **2026-11-04** — Introducing Hierarchos-Native: A Rust + Vulkan Backend for Transformer Training and Inference on Consumer GPUs 💜 [discuss.huggingface.co] (https://discuss.huggingface.co/t/introducing-hierarchos-native-a-rust-vulkan-backend-for-transformer-training-and-inference-on-consumer-gpus/191439#post_1)
- **2026-11-04** — DeepInfer Is Open Source: Run DeepSeek’s Inference Engine [byteiota.com] (https://byteiota.com/deepinfer-deepseek-inference-setup/)
- **2026-11-04** — How to use MCP in the Web Browser (ChatGPT, Claude, DeepSeek & Gemini) with Web MCP Bridge [dev.to] (https://dev.to/astraxof/ow-to-use-mcp-in-the-web-browser-chatgpt-claude-deepseek-gemini-with-web-mcp-bridge-2anp)
- **2026-11-04** — How we automated fraud and metric inconsistency detection on a digital asset marketplace in under 800ms using Next.js App Router and DeepSeek [dev.to] (https://dev.to/johnfelicita/how-we-automated-fraud-and-metric-inconsistency-detection-on-a-digital-asset-marketplace-in-under-4ifn)
- **2026-11-04** — Why Pay for the Smartest Model Every Time? [dev.to] (https://dev.to/konradwright/why-pay-for-the-smartest-model-every-time-28ed)
- **2026-11-04** — Tencent Hy4: 770B Parameters, Apache 2.0 License [2026] [shattered.io] (https://shattered.io/tencent-hy4-770b-parameters-apache-2-0-open-source-model-2026/)
- **2026-11-04** — Open-Weight Models Are Good Enough for Production Coding Agents Now, Here's the Evidence [dev.to] (https://dev.to/eva_clari_289d85ecc68da48/open-weight-models-are-good-enough-for-production-coding-agents-now-heres-the-evidence-3o81)
- **2026-11-04** — Tencent unveils Hy4 as open-weight AI race with DeepSeek, Z.ai, Alibaba heats up [scmp.com] (https://www.scmp.com/tech/big-tech/article/3373227/tencent-unveils-hy4-open-weight-ai-race-deepseek-zai-alibaba-heats)
- **2026-11-04** — Multi-Token Prediction Done Right [arxiv.org] (https://arxiv.org/abs/2610.38331)
- **2026-11-04** — How to Build a Super-Agent Like DeepSeek's: Router, Workers and Triggers Explained [dev.to] (https://dev.to/hassann/how-to-build-a-super-agent-like-deepseeks-router-workers-and-triggers-explained-5d18)
- **2026-11-04** — Precedent Labels and Facts Shift LLM Approval Decisions in Opposite Directions [machinebrief.com] (https://www.machinebrief.com/news/precedent-labels-and-facts-shift-llm-approval-decisions-in-o-f8iw)
- **2026-11-04** — DeepSeek Harness Explained: The Plugin Architecture Behind Super Agent [mindstudio.ai] (https://www.mindstudio.ai/blog/deepseek-harness-plugin-architecture/)
- **2026-11-04** — DeepSeek Harness Creator Mode Prompts: The Seven Official Examples Explained [mindstudio.ai] (https://www.mindstudio.ai/blog/deepseek-harness-creator-mode-prompts/)
- **2026-11-04** — MoneyPrinterTurbo: The 138K-Star AI Short-Video Generator, and What to Check Before You Use It [explainx.ai] (https://explainx.ai/blog/moneyprinterturbo-github-trending-138k-stars-ai-short-video-generator-sponsors-terms-risks-2026?utm_source=rss&utm_medium=feed&utm_campaign=blog)
- **2026-11-04** — Sinkhorn-Aligned Latent Tokens Add Nothing Over Fine-Tuning: A Controlled Negative Result on DeepSeek-R1-Distill-Qwen-1.5B [vishalvermalabs.com] (https://vishalvermalabs.com/papers/empirical-validation-latent-reasoning-sinkhorn/)
- **2026-11-04** — Making your site visible to LLMs and AI agents: 6 techniques that work, 8 that don't [evilmartians.com] (https://evilmartians.com/chronicles/how-to-make-your-website-visible-to-llms)
- **2026-11-04** — DeepSeek V4 Pro on iac-bench 2026-10 [massdriver.cloud] (https://www.massdriver.cloud/blogs/iac-bench-2026-10-deepseek-v4-pro-0813)
- **2026-11-04** — How Well Do LLMs Write Infrastructure Modules? iac-bench 2026-10 Results [massdriver.cloud] (https://www.massdriver.cloud/blogs/iac-bench-2026-10-results)
- **2026-11-03** — Show HN: Grai, a single-file offline writing desk that measures your voice DNA [grai.page] (https://grai.page/)
- **2026-11-03** — Octomind – open-source AI harness that saves your tokens, static rust [github.com] (https://github.com/Muvon/octomind)
- **2026-11-03** — Working with OpenAI’s Codex CLI [dev.to] (https://dev.to/kevinlearynet/working-with-openais-codex-cli-2pkj)
- **2026-11-03** — I Asked Five AI Models a Simple Financial Question. Their Answers Were Surprisingly Consistent. [ordinarymantrying.com] (https://ordinarymantrying.com/i-asked-five-ai-models-a-simple-financial-question-their-answers-were-surprisingly-consistent/)
- **2026-11-03** — I built Web-MCP-Bridge: An open-source extension and Python bridge to run local MCP tools in web AI interfaces [dev.to] (https://dev.to/astraxof/i-built-web-mcp-bridge-an-open-source-extension-and-python-bridge-to-run-local-mcp-tools-in-web-ai-n2p)
- **2026-11-03** — DeepSeek Super-Agent Opens PRs Without Being Asked [byteiota.com] (https://byteiota.com/deepseek-super-agent-proactive-coding-agent/)
- **2026-11-03** — China plans investigation into AI applications for financial oversight [cryptobriefing.com] (https://cryptobriefing.com/china-investigate-ai-financial-oversight/)
- **2026-11-03** — From prose to assertions: making 'done' checkable when an AI agent writes the code [dev.to] (https://dev.to/dogwind221/from-prose-to-assertions-making-done-checkable-when-an-ai-agent-writes-the-code-1645)
- **2026-11-03** — Meituan's LongCat-2.5 Jumps Into China's Open AI Coding Race [startupfortune.com] (https://startupfortune.com/meituans-longcat-25-jumps-into-chinas-open-ai-coding-race/)
- **2026-11-03** — [AINews] LLMs can read & write neural network weights: "Weight Space Programming" cuts Autoresearch out of the RSI loop [latent.space] (https://latent.space/p/ainews-llms-can-read-write-neural-network-weights-weight-space-programming-cuts-autoresearch-out-of/)
- **2026-11-03** — DeepSeek showcases Creator Mode for building custom plugins through conversation [technode.com] (https://technode.com/2026/11/03/deepseek-showcases-creator-mode-for-building-custom-plugins-through-conversation/)
- **2026-11-03** — When Coding Agents Watch GitHub: A Practical Safety Checklist Before They Open PRs [dev.to] (https://dev.to/jamilxt/when-coding-agents-watch-github-a-practical-safety-checklist-before-they-open-prs-3em3)
- **2026-11-03** — DeepSeek's Creator Mode Turns Plain English Into Working Harness Plugins — Explained Honestly [dev.to] (https://dev.to/paullovelace/deepseeks-creator-mode-turns-plain-english-into-working-harness-plugins-explained-honestly-47i5)
- **2026-11-03** — DeepSeek Harness new Creator Mode creates plugins from prompts [mashable.com] (https://mashable.com/tech/deepseek-creator-mode-plugins)
- **2026-11-03** — DeepSeek's Super Agent Harness: Fixing the Attention Bottleneck in AI Coding [mindstudio.ai] (https://www.mindstudio.ai/blog/deepseek-super-agent-harness-design/)
- **2026-11-03** — DeepSeek V4.1 Flash Coder: Running a 1-Bit Model on One GPU [mindstudio.ai] (https://www.mindstudio.ai/blog/deepseek-v4-1-flash-coder-1bit-quantized/)
- **2026-11-03** — Build a DeepSeek-Style Super Agent Today with Pandaode Bots [mindstudio.ai] (https://www.mindstudio.ai/blog/how-to-build-super-agent-pandaode-bots/)
- **2026-11-03** — Building a Super Agent [agno.com] (https://www.agno.com/blog/building-a-super-agent-part-1)
- **2026-11-03** — DeepSeek V4.1 Flash 1017 Now Available on Telnyx Inference [telnyx.com] (https://telnyx.com/release-notes/deepseek-v4-1-flash-1017)
- **2026-11-02** — China’s AI Export Controls: What DeepSeek and Qwen Users Must Know [byteiota.com] (https://byteiota.com/chinas-ai-export-controls-what-deepseek-and-qwen-users-must-know/)
- **2026-11-02** — I Sandboxed My AI Coding Agent with Bubblewrap. It Still Read My Secrets [dev.to] (https://dev.to/chkrishnatej/i-sandboxed-my-ai-coding-agent-with-bubblewrap-it-still-read-my-secrets-3kod)
- **2026-11-02** — How we score an election forecast (and what the score does not measure) [dev.to] (https://dev.to/resk/how-we-score-an-election-forecast-and-what-the-score-does-not-measure-2lcl)
- **2026-11-02** — Unsloth says it cannot reproduce GSQ-RCO's recovery numbers and wants the methods [runtimewire.com] (https://runtimewire.com/article/unsloth-gsq-rco-benchmark-reproduction-dispute)
- **2026-11-02** — Weekly Dose of China Tech [11.2.2026] [thexpin.com] (https://www.thexpin.com/p/weekly-dose-of-china-tech-110226)
- **2026-11-02** — DeepSeek's open-source dsh-superagent, explained: who can give it work, and what it can run [theainewsreport.com] (https://theainewsreport.com/2026-11-02-deepseek-dsh-superagent-permissions-explained.html)


## All mentions (most recent 50)

- **2026-11-05** — DSH Agent Enhancer 0.3.2: prompts, rollback, token billing and Auto model routing for the DeepSeek Harness desktop [dev.to] (https://dev.to/rebornace/dsh-agent-enhancer-032-prompts-rollback-token-billing-and-auto-model-routing-for-the-deepseek-264h)
- **2026-11-05** — Changing a patient social background changed LLM care recommendations [medwrite.ai] (https://medwrite.ai/news/inside-the-dublink-llm-athon)
- **2026-11-05** — Serving Claude Code from DeepInfer on 4x B200: the cache, the tail and the memory ceiling [dev.to] (https://dev.to/inferencekey/serving-claude-code-from-deepinfer-on-4x-b200-the-cache-the-tail-and-the-memory-ceiling-22o3)
- **2026-11-05** — Iterated creation, grading, and revision of data science projects by language models [arxiv.org] (https://arxiv.org/abs/2611.05548)
- **2026-11-05** — Agentic AI vs Generative AI Examples: Cost Verdict [dev.to] (https://dev.to/shaam_ai/agentic-ai-vs-generative-ai-examples-cost-verdict-1dj5)
- **2026-11-05** — Open AI Models Hit a Brutal Coding Wall [stork.ai] (https://www.stork.ai/blog/open-ai-models-hit-a-brutal-coding-wall)
- **2026-11-05** — Tencent Hunyuan 4: A Multimodal Agent for Blender, Office, and Finance [mindstudio.ai] (https://www.mindstudio.ai/blog/tencent-hunyuan-4-multimodal-agent/)
- **2026-11-04** — Introducing Hierarchos-Native: A Rust + Vulkan Backend for Transformer Training and Inference on Consumer GPUs 💜 [discuss.huggingface.co] (https://discuss.huggingface.co/t/introducing-hierarchos-native-a-rust-vulkan-backend-for-transformer-training-and-inference-on-consumer-gpus/191439#post_1)
- **2026-11-04** — DeepInfer Is Open Source: Run DeepSeek’s Inference Engine [byteiota.com] (https://byteiota.com/deepinfer-deepseek-inference-setup/)
- **2026-11-04** — How to use MCP in the Web Browser (ChatGPT, Claude, DeepSeek & Gemini) with Web MCP Bridge [dev.to] (https://dev.to/astraxof/ow-to-use-mcp-in-the-web-browser-chatgpt-claude-deepseek-gemini-with-web-mcp-bridge-2anp)
- **2026-11-04** — How we automated fraud and metric inconsistency detection on a digital asset marketplace in under 800ms using Next.js App Router and DeepSeek [dev.to] (https://dev.to/johnfelicita/how-we-automated-fraud-and-metric-inconsistency-detection-on-a-digital-asset-marketplace-in-under-4ifn)
- **2026-11-04** — Why Pay for the Smartest Model Every Time? [dev.to] (https://dev.to/konradwright/why-pay-for-the-smartest-model-every-time-28ed)
- **2026-11-04** — Tencent Hy4: 770B Parameters, Apache 2.0 License [2026] [shattered.io] (https://shattered.io/tencent-hy4-770b-parameters-apache-2-0-open-source-model-2026/)
- **2026-11-04** — Open-Weight Models Are Good Enough for Production Coding Agents Now, Here's the Evidence [dev.to] (https://dev.to/eva_clari_289d85ecc68da48/open-weight-models-are-good-enough-for-production-coding-agents-now-heres-the-evidence-3o81)
- **2026-11-04** — Tencent unveils Hy4 as open-weight AI race with DeepSeek, Z.ai, Alibaba heats up [scmp.com] (https://www.scmp.com/tech/big-tech/article/3373227/tencent-unveils-hy4-open-weight-ai-race-deepseek-zai-alibaba-heats)
- **2026-11-04** — Multi-Token Prediction Done Right [arxiv.org] (https://arxiv.org/abs/2610.38331)
- **2026-11-04** — How to Build a Super-Agent Like DeepSeek's: Router, Workers and Triggers Explained [dev.to] (https://dev.to/hassann/how-to-build-a-super-agent-like-deepseeks-router-workers-and-triggers-explained-5d18)
- **2026-11-04** — Precedent Labels and Facts Shift LLM Approval Decisions in Opposite Directions [machinebrief.com] (https://www.machinebrief.com/news/precedent-labels-and-facts-shift-llm-approval-decisions-in-o-f8iw)
- **2026-11-04** — DeepSeek Harness Explained: The Plugin Architecture Behind Super Agent [mindstudio.ai] (https://www.mindstudio.ai/blog/deepseek-harness-plugin-architecture/)
- **2026-11-04** — DeepSeek Harness Creator Mode Prompts: The Seven Official Examples Explained [mindstudio.ai] (https://www.mindstudio.ai/blog/deepseek-harness-creator-mode-prompts/)
- **2026-11-04** — MoneyPrinterTurbo: The 138K-Star AI Short-Video Generator, and What to Check Before You Use It [explainx.ai] (https://explainx.ai/blog/moneyprinterturbo-github-trending-138k-stars-ai-short-video-generator-sponsors-terms-risks-2026?utm_source=rss&utm_medium=feed&utm_campaign=blog)
- **2026-11-04** — Sinkhorn-Aligned Latent Tokens Add Nothing Over Fine-Tuning: A Controlled Negative Result on DeepSeek-R1-Distill-Qwen-1.5B [vishalvermalabs.com] (https://vishalvermalabs.com/papers/empirical-validation-latent-reasoning-sinkhorn/)
- **2026-11-04** — Making your site visible to LLMs and AI agents: 6 techniques that work, 8 that don't [evilmartians.com] (https://evilmartians.com/chronicles/how-to-make-your-website-visible-to-llms)
- **2026-11-04** — DeepSeek V4 Pro on iac-bench 2026-10 [massdriver.cloud] (https://www.massdriver.cloud/blogs/iac-bench-2026-10-deepseek-v4-pro-0813)
- **2026-11-04** — How Well Do LLMs Write Infrastructure Modules? iac-bench 2026-10 Results [massdriver.cloud] (https://www.massdriver.cloud/blogs/iac-bench-2026-10-results)
- **2026-11-03** — Show HN: Grai, a single-file offline writing desk that measures your voice DNA [grai.page] (https://grai.page/)
- **2026-11-03** — Octomind – open-source AI harness that saves your tokens, static rust [github.com] (https://github.com/Muvon/octomind)
- **2026-11-03** — Working with OpenAI’s Codex CLI [dev.to] (https://dev.to/kevinlearynet/working-with-openais-codex-cli-2pkj)
- **2026-11-03** — I Asked Five AI Models a Simple Financial Question. Their Answers Were Surprisingly Consistent. [ordinarymantrying.com] (https://ordinarymantrying.com/i-asked-five-ai-models-a-simple-financial-question-their-answers-were-surprisingly-consistent/)
- **2026-11-03** — I built Web-MCP-Bridge: An open-source extension and Python bridge to run local MCP tools in web AI interfaces [dev.to] (https://dev.to/astraxof/i-built-web-mcp-bridge-an-open-source-extension-and-python-bridge-to-run-local-mcp-tools-in-web-ai-n2p)
- **2026-11-03** — DeepSeek Super-Agent Opens PRs Without Being Asked [byteiota.com] (https://byteiota.com/deepseek-super-agent-proactive-coding-agent/)
- **2026-11-03** — China plans investigation into AI applications for financial oversight [cryptobriefing.com] (https://cryptobriefing.com/china-investigate-ai-financial-oversight/)
- **2026-11-03** — From prose to assertions: making 'done' checkable when an AI agent writes the code [dev.to] (https://dev.to/dogwind221/from-prose-to-assertions-making-done-checkable-when-an-ai-agent-writes-the-code-1645)
- **2026-11-03** — Meituan's LongCat-2.5 Jumps Into China's Open AI Coding Race [startupfortune.com] (https://startupfortune.com/meituans-longcat-25-jumps-into-chinas-open-ai-coding-race/)
- **2026-11-03** — [AINews] LLMs can read & write neural network weights: "Weight Space Programming" cuts Autoresearch out of the RSI loop [latent.space] (https://latent.space/p/ainews-llms-can-read-write-neural-network-weights-weight-space-programming-cuts-autoresearch-out-of/)
- **2026-11-03** — DeepSeek showcases Creator Mode for building custom plugins through conversation [technode.com] (https://technode.com/2026/11/03/deepseek-showcases-creator-mode-for-building-custom-plugins-through-conversation/)
- **2026-11-03** — When Coding Agents Watch GitHub: A Practical Safety Checklist Before They Open PRs [dev.to] (https://dev.to/jamilxt/when-coding-agents-watch-github-a-practical-safety-checklist-before-they-open-prs-3em3)
- **2026-11-03** — DeepSeek's Creator Mode Turns Plain English Into Working Harness Plugins — Explained Honestly [dev.to] (https://dev.to/paullovelace/deepseeks-creator-mode-turns-plain-english-into-working-harness-plugins-explained-honestly-47i5)
- **2026-11-03** — DeepSeek Harness new Creator Mode creates plugins from prompts [mashable.com] (https://mashable.com/tech/deepseek-creator-mode-plugins)
- **2026-11-03** — DeepSeek's Super Agent Harness: Fixing the Attention Bottleneck in AI Coding [mindstudio.ai] (https://www.mindstudio.ai/blog/deepseek-super-agent-harness-design/)
- **2026-11-03** — DeepSeek V4.1 Flash Coder: Running a 1-Bit Model on One GPU [mindstudio.ai] (https://www.mindstudio.ai/blog/deepseek-v4-1-flash-coder-1bit-quantized/)
- **2026-11-03** — Build a DeepSeek-Style Super Agent Today with Pandaode Bots [mindstudio.ai] (https://www.mindstudio.ai/blog/how-to-build-super-agent-pandaode-bots/)
- **2026-11-03** — Building a Super Agent [agno.com] (https://www.agno.com/blog/building-a-super-agent-part-1)
- **2026-11-03** — DeepSeek V4.1 Flash 1017 Now Available on Telnyx Inference [telnyx.com] (https://telnyx.com/release-notes/deepseek-v4-1-flash-1017)
- **2026-11-02** — China’s AI Export Controls: What DeepSeek and Qwen Users Must Know [byteiota.com] (https://byteiota.com/chinas-ai-export-controls-what-deepseek-and-qwen-users-must-know/)
- **2026-11-02** — I Sandboxed My AI Coding Agent with Bubblewrap. It Still Read My Secrets [dev.to] (https://dev.to/chkrishnatej/i-sandboxed-my-ai-coding-agent-with-bubblewrap-it-still-read-my-secrets-3kod)
- **2026-11-02** — How we score an election forecast (and what the score does not measure) [dev.to] (https://dev.to/resk/how-we-score-an-election-forecast-and-what-the-score-does-not-measure-2lcl)
- **2026-11-02** — Unsloth says it cannot reproduce GSQ-RCO's recovery numbers and wants the methods [runtimewire.com] (https://runtimewire.com/article/unsloth-gsq-rco-benchmark-reproduction-dispute)
- **2026-11-02** — Weekly Dose of China Tech [11.2.2026] [thexpin.com] (https://www.thexpin.com/p/weekly-dose-of-china-tech-110226)
- **2026-11-02** — DeepSeek's open-source dsh-superagent, explained: who can give it work, and what it can run [theainewsreport.com] (https://theainewsreport.com/2026-11-02-deepseek-dsh-superagent-permissions-explained.html)


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```
wpnews.pro Entity Brief: DeepSeek (2026-11-05T14:57:09Z)
Available at: https://wpnews.pro/research/entity/DeepSeek
```