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DeepSeek releases Janus Pro, a text-to-image generator [pdf](github.com)
852 points by reissbaker | 623 comments
GitHub file page in DeepSeek's Janus repository hosting the Janus-Pro technical report PDF, a multimodal understanding and text-to-image generation model.
Kimi-K2 Tech Report [pdf](github.com)
58 points by swyx | 6 comments
Kimi K2.5 Technical Report [pdf](github.com)
351 points by vinhnx | 135 comments
GitHub file page in MoonshotAI's Kimi-K2.5 repository hosting the 12.1 MB PDF technical report for the Kimi K2.5 model.
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The path to open-sourcing the DeepSeek inference engine(github.com)
531 points by Palmik | 58 comments
GitHub directory in DeepSeek's open-infra-index repo with a README describing their plan for open-sourcing the DeepSeek inference engine.
DeepSeek Elastic Compute (DSec)(arxiv.org)
308 points by shenli3514 | 99 comments
arXiv paper from DeepSeek describing DSec, an elastic sandbox compute infrastructure for training AI agents at scale.
DeepInfer: High-performance inference framework for DeepSeek models(github.com)
2273 points by ggcr | 890 comments
GitHub repository for DeepInfer, DeepSeek's open-source high-performance, large-scale inference framework for DeepSeek models.
DeepSeek open source DeepEP – library for MoE training and Inference(github.com)
473 points by helloericsf | 66 comments
GitHub repository for DeepEP, DeepSeek's open-source expert-parallel communication library for Mixture-of-Experts model training and inference.
GPT‑5.3‑Codex‑Spark(openai.com)
870 points by meetpateltech | 373 comments
OpenAI announcement introducing GPT-5.3-Codex-Spark, an ultra-fast model for real-time coding in Codex.
Don’t Look Up: Sensitive internal links in the clear on GEO satellites [pdf](satcom.sysnet.ucsd.edu)
505 points by dweekly | 120 comments
Academic paper (ACM CCS 2025) scanning IP traffic on 39 GEO satellites, finding about half of links carry unencrypted sensitive commercial, military, and cellular traffic.
![Screenshot of github.com: DSpark: Speculative decoding accelerates LLM inference [pdf]](https://hn.urlbox.com/shots/renders/2026/6/27/e45ee938-ac05-4205-a36c-fe59c4e18667.jpg)
![Screenshot of github.com: DeepSeekMath-V2: Towards Self-Verifiable Mathematical Reasoning [pdf]](https://hn.urlbox.com/shots/renders/2025/11/27/6d012d92-4585-46a8-9efa-a51904af680c.jpg)
![Screenshot of github.com: DeepSeek releases Janus Pro, a text-to-image generator [pdf]](https://hn.urlbox.com/shots/renders/2025/1/27/0036db74-451f-4baf-bf60-d30784522dd5.jpg)
![Screenshot of github.com: Kimi-K2 Tech Report [pdf]](https://hn.urlbox.com/shots/renders/2025/7/23/cfeaa741-cf49-4525-a616-ef4fc0c11fd4.jpg)
![Screenshot of github.com: Kimi K2.5 Technical Report [pdf]](https://hn.urlbox.com/shots/renders/2026/1/30/a8b565c1-5abb-4b78-93fb-050b0dad15e8.jpg)
![Screenshot of github.com: High-performance 2D graphics rendering on the CPU using sparse strips [pdf]](https://hn.urlbox.com/shots/renders/2025/11/10/d1c65e9b-7279-4884-aed5-48a1e1470487.jpg)






![Screenshot of satcom.sysnet.ucsd.edu: Don’t Look Up: Sensitive internal links in the clear on GEO satellites [pdf]](https://hn.urlbox.com/shots/renders/2025/10/14/078bbe80-919a-4e9f-9a24-ce03b26d329d.jpg)