Technical AI news, automatically curated and generated
Benchmarks for the Intel Arc Pro B70 (32GB Battlemage) using llama.cpp with a Vulkan backend show stable performance running Qwen3.6-35B-A3B. The hardware achieved approximately 130 t/s with 4-bit quantization fully in V…
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We present Soofi S 30B-A3B, a sovereign, open-source Mixture-of-Experts (MoE) hybrid Mamba Transformer foundation model for German and English. Its hybrid design activates only 3B of 30B parameters pe
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Self-Guided Test-Time Training (TTT) addresses degradation in long-context LLM accuracy by dynamically adjusting parameters during inference using the test context as training data, improving evidence relevance identific…
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Researchers have identified the "Knowing--Using Gap," a phenomenon where fine-tuned LLMs memorize new facts but fail to apply them to downstream reasoning tasks. The study explores this failure by analyzing the temporal …
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Flow-ERD is a multi-agent simulator designed to enhance both realism and diversity in traffic simulation for autonomous driving. It utilizes Agent-Type Aware Flow Matching (AFM) to combine multi-modal expressiveness with…
→ View original sourceComposioHQ has curated a list of Claude Skills, tools, and resources to enhance customization of Claude AI workflows. The collection focuses on practical implementations for integrating and optimizing Claude's capabiliti…
→ View original sourceA new open-source memory layer has been developed to enable long context windows for local LLMs without the heavy VRAM requirements of a standard KV-cache. By storing facts in a flat integer store outside the model's con…
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A technical comparison reveals a significant difference in token overhead between AI coding tools. Claude Code sends approximately 33,000 tokens before processing a prompt, whereas OpenCode utilizes only 7,000 tokens. Re…
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DeepSeek significantly improved their AI's inference speed by 85% through novel optimization techniques, bypassing the need for model retraining or hardware upgrades. This breakthrough challenges conventional assumptions…
→ View original sourceAnthropic’s research on Claude found a silent internal workspace they call J-space — hidden reasoning that never shows up as visible text. Classic example: the model answers 49 , but inside J-sp
→ View original sourceComfyUI is a powerful, modular GUI, API, and backend designed for diffusion models. It utilizes a graph-based node interface to provide a highly flexible workflow for generative AI. Read original
→ View original sourceA new deterministic memory layer can be grafted onto frozen local models, such as GPT-2, Llama, and Qwen, to enable the retention and revision of facts beyond the standard context window. This lightweight addition requir…
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