Need LoRAs? @huggingface have curated 30+ for Qwen 2509 → https://
huggingface.co/models?other=b
ase_model:adapter:Qwen/Qwen-Image-Edit-2509
… Just type the slug: `username/lora-name` for `lora_weights`
LLMS
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Hugging Face Curates 30+ LoRAs for Qwen 2509
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Custom Instructions Improve AI Model Punctuation Handling
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actually—it's better at not using em dashes—if you instruct it via custom instructions
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GPT-5.1 Reddit AMA and Customization Updates Announced
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Reddit AMA on GPT-5.1 and our customization updates. Tomorrow, 2PM PT.
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Polaris Alpha Model: GPT-5.1 for Creative Writing
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Polaris Alpha model from OpenRouter is GPT-5.1. GPT-5.1 excels at Creative Writing. Testing time, again
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Language Models Help Fill Speech Pathologist Gap in Schools
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More than 3.4 million American children struggle with speech disorders, and schools don’t have enough speech & language pathologists to help them. With better training, @Stanford researchers found that language models may be able to help to fill the gap.
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Eliminating Purple LLM-Slop Design with Prompting and Claude Skills
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Turns out you can eliminate the purple LLM-slop design aesthetic with good prompting + claude skills. We wrote a short post on it with more details:
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GPT-5.1 ‘Thinking’ and ‘Instant’ versions launching
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BREAKING : OpenAI is rolling out GPT-5.1 to ChatGPT users as per multiple reports. GPT-5.1 comes with "Instant" and "Thinking" versions. "GPT‑5.1 Thinking varies its thinking time more dynamically than GPT‑5 Thinking."
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Anthropic invests $50B in AI infrastructure
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Anthropic started investing into their own AI infrastructure with an initial $50B investment.
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Tavus Preview: 5 AI Agents for Work
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BREAKING 🚨: Early preview of Tavus 👀
— 🚨 AI News | TestingCatalog (@testingcatalog) 12 novembre 2025
There, you will be able to work with 5 human-like agents via text, voice and video chats. Work apps can be connected as well, so AI agents can execute tasks autonomously.
The AI office 🤖 https://t.co/lKLTsl8pdE pic.twitter.com/sb4LgWxuxYBREAKING : Early preview of Tavus There, you will be able to work with 5 human-like agents via text, voice and video chats. Work apps can be connected as well, so AI agents can execute tasks autonomously. The AI office
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AI21 Introduces Structured RAG for Enhanced Data Retrieval
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Introducing Structured RAG (S-RAG) S-RAG transforms unstructured data into a structured, query-aware representation. It then uses formal queries over structured data at runtime, so AI21 Maestro can retrieve accurate values, ensure completeness, handle inconsistencies, and