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- Community[AINews] Agents disprove Polysemanticity; greatly improve Interpretability & Alignment
Nick Cammarata out of nowhere with some major claims!
- SocialBlenderWorld Benchmark from Alibaba
Alibaba's Qwen team released a new repository on Wednesday, October 14, 2026. Its goal is to measure how well visual agents can create 3D scenes in Blender based on real-world references. https://gith
- Community
- SocialDrama3 in audio.cpp: Up to 5× faster than real time at full speed, or 2× real-time speed with < 8 GB of VRAM on an RTX 5090!
Drama3 support in audio.cpp was contributed by https://github.com/JarodMica . Many thanks for the great work! So far, follow-up optimizations have primarily focused on CUDA. The model also runs on Vul
- SocialHow many of your paper (either paper you authored or reviewed) are desk rejected? [D]
Just spend 4h reviewing a paper while I was sick, gave it a 3/4. This morning got an email saying it's desk rejected. I saw many people around me also have many papers desk rejected. I heard, though i
- SocialALoDLM 8b looped diffusion language model: ~3x inference speed vs its base model qwen3-8b with better benchmark results
Diffusion language models are the future!   submitted by   /u/billy_booboo [link]   [comments]
- LaunchMeta Releases Muse Spark Open: 816B Open-Weight MoE With 1M Context
Meta released Muse Spark Open, an 816B-parameter open-weight MoE model with 42B active parameters and a 1M-token context. It leads open models on MCP-Atlas and runs on 2 M5 Ultra Mac Studios. The post
- Communitysparqlite: SPARQL 1.1 inside SQLite, written in Rust
Research: sparqlite: SPARQL 1.1 inside SQLite, written in Rust This research task is really an experiment in running Claude Code for web in "Ultracode" mode, as described in Orchestrate subagents at s
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- SocialSingle shot response given by a simple model on a "potato" system.
Model: bartowski/Kwaipilot_KAT-Coder-V2.5-Dev-GGUF/Kwaipilot_KAT-Coder-V2.5-Dev-Q4_K_M.gguf Hosted via llamacpp on a potato(iGPU) and created in less than 10 minutes. Prompt given and was provided in
- Lab
- LabStack Overflow for Agents triples signups with ChatGPT plugin
Two engineers shipped Stack Overflow for Agents in a few weeks with Codex, and its ChatGPT plugin helped drive up to 10× growth in agent creation.
- LabBenefit Street Partners answers questions faster with Codex
Anant Kumar builds tools to compare loan valuations and analyze credit agreements, using Codex for code review and faster follow-ups.
- PressWhen it came to Cal AI’s viral success, a small army of influencers paid off
The company generated over $30 million in revenue in two years and was acquired by MyFitness for an undisclosed amount of money in March.
- Community
- Socialnvidia/Nemotron-3.5-Embed-1B-BF16 · Hugging Face
Nemotron-3.5-Embed-1B-BF16 is a versatile embedding model developed by NVIDIA for multimodal and multilingual question-answering retrieval. The model can embed a document page in the form of an image,
- Social**DeepSeek-V4-Flash-0731 on 4x Radeon AI PRO R9700 with affinity: the "refused" 4-card config works, ~79 tok/s on real cards**
Follow-up to u/neuromacmd 's post from a few weeks back ( https://www.reddit.com/r/LocalLLaMA/comments/1wod07t/ ). The affinity engine ( https://codeberg.org/StillDeadcode/affinity ) refuses to start
- PressBreach Roundup : French Supermarket Hacks a Wake - Up Call
bankinfosecurity.com
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- LaunchGoogle rolls out Gemini 4 Argon after months of AI delays
vietnamtribune.com
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