not sure yet. we'll see how people use it or build on top of it (the power of open-source)
OPEN SOURCE
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CS Fundamentals, Local LLMs, and Inference Explained
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what do you know? cs fundamentals? running llms locally? inference?
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Arch-Router-1.5B: Open Source Model Router by Katanemo
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Btw the model router is the amazing open model Arch-Router-1.5B by @katanemo_ @salman_paracha
: https://
huggingface.co/katanemo/Arch-
Router-1.5B
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LangGraph: Building Production-Ready AI Agents with Minimal Abstraction
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In this blog piece, you’ll learn why and how we built LangGraph for production agents. Building upon feedback from the super popular LangChain framework, we aimed to find the right abstraction for AI agents, and decided that was little to no abstraction at all. Instead, we
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Developer Creates Open-Source Perplexity Rival Without Funding
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He built an open-source rival to Perplexity by himself.
— Groq Inc (@GroqInc) 17 octobre 2025
Zero funding. 1M+ searches. 60K+ users.@zaidmukaddam is a Real Dev of Genius who built @sciraai. pic.twitter.com/EGyIe7O9TwHe built an open-source rival to Perplexity by himself. Zero funding. 1M+ searches. 60K+ users. @zaidmukaddam is a Real Dev of Genius who built @sciraai
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PaddleOCR VL 900M Params Achieves SOTA on OmniDocBench
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Pretty wild what 900M params can do – PaddleOCR VL > SOTA on OmniDocBench v1.0 & v1.5 (text, tables, formulas, charts, reading order)
> Multilingual – 109 languages (Latin, Arabic, Cyrillic, Devanagari, Thai, etc)
> Handles handwriting, historical docs, noisy scans
> Supports -
Bee: Open-Source Multimodal LLM Corpus and Framework
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Bee A High-Quality Corpus and Full-Stack Suite to Unlock Advanced Fully Open MLLMs
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Metis AIPU Docker x86 AI Hardware Acceleration Option
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AI hardware option for balenaOS when our Metis AIPU now runs fully in Docker on x86. What’s really interesting:
– Custom kernel unlocks container-native AI acceleration
– Manual driver builds = reproducibility & compliance at scale Details https://
eu1.hubs.ly/H0nXSHp0 -
Claude’s Skills Transform AI into Specialists
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Skills turn Claude from a generalist into a specialist instantly. You’re not prompting an assistant anymore. You’re deploying experts. Full details on the Anthropic blog: https://
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Claude’s Dynamic and Composable Expertise
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1. Dynamic Expertise
— God of Prompt (@godofprompt) 17 octobre 2025
Claude now scans your available skills and automatically loads only what’s relevant to the task.
No bloat. No latency. Just the right expertise, when needed.
2. Composable + Portable
Skills stack together like Lego pieces.
Build once → use across Claude… pic.twitter.com/EkFYL92IeN1. Dynamic Expertise Claude now scans your available skills and automatically loads only what’s relevant to the task. No bloat. No latency. Just the right expertise, when needed. 2. Composable + Portable Skills stack together like Lego pieces.
Build once → use across Claude